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dotfiles/.claude/projects/-Users-steve-briggs-projects-churn-renewal-forecast/3adb6871-4276-49e4-98b5-9ce8360ffc2a.jsonl
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{"parentUuid":"df1149e9-9133-48ac-97dc-c0ec74bd81a5","isSidechain":false,"attachment":{"type":"hook_success","hookName":"SessionStart:startup","toolUseID":"d0a6fb31-8ac2-4ea4-b8d9-e2a669909355","hookEvent":"SessionStart","content":"","stdout":"{\n \"hookSpecificOutput\": {\n \"hookEventName\": \"SessionStart\",\n \"additionalContext\": \"<EXTREMELY_IMPORTANT>\\nYou have superpowers.\\n\\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\\n\\n---\\nname: using-superpowers\\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\\n---\\n\\n<SUBAGENT-STOP>\\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\\n</SUBAGENT-STOP>\\n\\n<EXTREMELY-IMPORTANT>\\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\\n\\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\\n\\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\\n</EXTREMELY-IMPORTANT>\\n\\n## Instruction Priority\\n\\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\\n\\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\\n2. **Superpowers skills** — override default system behavior where they conflict\\n3. **Default system prompt** — lowest priority\\n\\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \\\"don't use TDD\\\" and a skill says \\\"always use TDD,\\\" follow the user's instructions. The user is in control.\\n\\n## How to Access Skills\\n\\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\\n\\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\\n\\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\\n\\n**In other environments:** Check your platform's documentation for how skills are loaded.\\n\\n## Platform Adaptation\\n\\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\\n\\n# Using Skills\\n\\n## The Rule\\n\\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\\n\\n```dot\\ndigraph skill_flow {\\n \\\"User message received\\\" [shape=doublecircle];\\n \\\"About to EnterPlanMode?\\\" [shape=doublecircle];\\n \\\"Already brainstormed?\\\" [shape=diamond];\\n \\\"Invoke brainstorming skill\\\" [shape=box];\\n \\\"Might any skill apply?\\\" [shape=diamond];\\n \\\"Invoke Skill tool\\\" [shape=box];\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" [shape=box];\\n \\\"Has checklist?\\\" [shape=diamond];\\n \\\"Create TodoWrite todo per item\\\" [shape=box];\\n \\\"Follow skill exactly\\\" [shape=box];\\n \\\"Respond (including clarifications)\\\" [shape=doublecircle];\\n\\n \\\"About to EnterPlanMode?\\\" -> \\\"Already brainstormed?\\\";\\n \\\"Already brainstormed?\\\" -> \\\"Invoke brainstorming skill\\\" [label=\\\"no\\\"];\\n \\\"Already brainstormed?\\\" -> \\\"Might any skill apply?\\\" [label=\\\"yes\\\"];\\n \\\"Invoke brainstorming skill\\\" -> \\\"Might any skill apply?\\\";\\n\\n \\\"User message received\\\" -> \\\"Might any skill apply?\\\";\\n \\\"Might any skill apply?\\\" -> \\\"Invoke Skill tool\\\" [label=\\\"yes, even 1%\\\"];\\n \\\"Might any skill apply?\\\" -> \\\"Respond (including clarifications)\\\" [label=\\\"definitely not\\\"];\\n \\\"Invoke Skill tool\\\" -> \\\"Announce: 'Using [skill] to [purpose]'\\\";\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" -> \\\"Has checklist?\\\";\\n \\\"Has checklist?\\\" -> \\\"Create TodoWrite todo per item\\\" [label=\\\"yes\\\"];\\n \\\"Has checklist?\\\" -> \\\"Follow skill exactly\\\" [label=\\\"no\\\"];\\n \\\"Create TodoWrite todo per item\\\" -> \\\"Follow skill exactly\\\";\\n}\\n```\\n\\n## Red Flags\\n\\nThese thoughts mean STOP—you're rationalizing:\\n\\n| Thought | Reality |\\n|---------|---------|\\n| \\\"This is just a simple question\\\" | Questions are tasks. Check for skills. |\\n| \\\"I need more context first\\\" | Skill check comes BEFORE clarifying questions. |\\n| \\\"Let me explore the codebase first\\\" | Skills tell you HOW to explore. Check first. |\\n| \\\"I can check git/files quickly\\\" | Files lack conversation context. Check for skills. |\\n| \\\"Let me gather information first\\\" | Skills tell you HOW to gather information. |\\n| \\\"This doesn't need a formal skill\\\" | If a skill exists, use it. |\\n| \\\"I remember this skill\\\" | Skills evolve. Read current version. |\\n| \\\"This doesn't count as a task\\\" | Action = task. Check for skills. |\\n| \\\"The skill is overkill\\\" | Simple things become complex. Use it. |\\n| \\\"I'll just do this one thing first\\\" | Check BEFORE doing anything. |\\n| \\\"This feels productive\\\" | Undisciplined action wastes time. Skills prevent this. |\\n| \\\"I know what that means\\\" | Knowing the concept ≠ using the skill. Invoke it. |\\n\\n## Skill Priority\\n\\nWhen multiple skills could apply, use this order:\\n\\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\\n\\n\\\"Let's build X\\\" → brainstorming first, then implementation skills.\\n\\\"Fix this bug\\\" → debugging first, then domain-specific skills.\\n\\n## Skill Types\\n\\n**Rigid** (TDD, debugging): Follow exactly. Don't adapt away discipline.\\n\\n**Flexible** (patterns): Adapt principles to context.\\n\\nThe skill itself tells you which.\\n\\n## User Instructions\\n\\nInstructions say WHAT, not HOW. \\\"Add X\\\" or \\\"Fix Y\\\" doesn't mean skip workflows.\\n\\n\\n</EXTREMELY_IMPORTANT>\"\n }\n}\n","stderr":"","exitCode":0,"command":"\"${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd\" session-start","durationMs":658},"type":"attachment","uuid":"9084be61-ed75-466e-9456-4bdcceaf4a39","timestamp":"2026-05-18T20:19:19.371Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"9084be61-ed75-466e-9456-4bdcceaf4a39","isSidechain":false,"attachment":{"type":"hook_additional_context","content":["<memvid-mind-context>\n# 🧠 Claude Mind Ready\n\n📁 Project: **churn-renewal-forecast**\n💾 Memory will be created at: `.claude/mind.mv2`\n\n_Your observations will be automatically captured._\n</memvid-mind-context>","<EXTREMELY_IMPORTANT>\nYou have superpowers.\n\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\n\n---\nname: using-superpowers\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n---\n\n<SUBAGENT-STOP>\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\n</SUBAGENT-STOP>\n\n<EXTREMELY-IMPORTANT>\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\n\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\n\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\n</EXTREMELY-IMPORTANT>\n\n## Instruction Priority\n\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\n\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\n2. **Superpowers skills** — override default system behavior where they conflict\n3. **Default system prompt** — lowest priority\n\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \"don't use TDD\" and a skill says \"always use TDD,\" follow the user's instructions. The user is in control.\n\n## How to Access Skills\n\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\n\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\n\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\n\n**In other environments:** Check your platform's documentation for how skills are loaded.\n\n## Platform Adaptation\n\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\n\n# Using Skills\n\n## The Rule\n\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\n\n```dot\ndigraph skill_flow {\n \"User message received\" [shape=doublecircle];\n \"About to EnterPlanMode?\" [shape=doublecircle];\n \"Already brainstormed?\" [shape=diamond];\n \"Invoke brainstorming skill\" [shape=box];\n \"Might any skill apply?\" [shape=diamond];\n \"Invoke Skill tool\" [shape=box];\n \"Announce: 'Using [skill] to [purpose]'\" [shape=box];\n \"Has checklist?\" [shape=diamond];\n \"Create TodoWrite todo per item\" [shape=box];\n \"Follow skill exactly\" [shape=box];\n \"Respond (including clarifications)\" [shape=doublecircle];\n\n \"About to EnterPlanMode?\" -> \"Already brainstormed?\";\n \"Already brainstormed?\" -> \"Invoke brainstorming skill\" [label=\"no\"];\n \"Already brainstormed?\" -> \"Might any skill apply?\" [label=\"yes\"];\n \"Invoke brainstorming skill\" -> \"Might any skill apply?\";\n\n \"User message received\" -> \"Might any skill apply?\";\n \"Might any skill apply?\" -> \"Invoke Skill tool\" [label=\"yes, even 1%\"];\n \"Might any skill apply?\" -> \"Respond (including clarifications)\" [label=\"definitely not\"];\n \"Invoke Skill tool\" -> \"Announce: 'Using [skill] to [purpose]'\";\n \"Announce: 'Using [skill] to [purpose]'\" -> \"Has checklist?\";\n \"Has checklist?\" -> \"Create TodoWrite todo per item\" [label=\"yes\"];\n \"Has checklist?\" -> \"Follow skill exactly\" [label=\"no\"];\n \"Create TodoWrite todo per item\" -> \"Follow skill exactly\";\n}\n```\n\n## Red Flags\n\nThese thoughts mean STOP—you're rationalizing:\n\n| Thought | Reality |\n|---------|---------|\n| \"This is just a simple question\" | Questions are tasks. Check for skills. |\n| \"I need more context first\" | Skill check comes BEFORE clarifying questions. |\n| \"Let me explore the codebase first\" | Skills tell you HOW to explore. Check first. |\n| \"I can check git/files quickly\" | Files lack conversation context. Check for skills. |\n| \"Let me gather information first\" | Skills tell you HOW to gather information. |\n| \"This doesn't need a formal skill\" | If a skill exists, use it. |\n| \"I remember this skill\" | Skills evolve. Read current version. |\n| \"This doesn't count as a task\" | Action = task. Check for skills. |\n| \"The skill is overkill\" | Simple things become complex. Use it. |\n| \"I'll just do this one thing first\" | Check BEFORE doing anything. |\n| \"This feels productive\" | Undisciplined action wastes time. Skills prevent this. |\n| \"I know what that means\" | Knowing the concept ≠ using the skill. Invoke it. |\n\n## Skill Priority\n\nWhen multiple skills could apply, use this order:\n\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\n\n\"Let's build X\" → brainstorming first, then implementation skills.\n\"Fix this bug\" → debugging first, then domain-specific skills.\n\n## Skill Types\n\n**Rigid** (TDD, debugging): Follow exactly. Don't adapt away discipline.\n\n**Flexible** (patterns): Adapt principles to context.\n\nThe skill itself tells you which.\n\n## User Instructions\n\nInstructions say WHAT, not HOW. \"Add X\" or \"Fix Y\" doesn't mean skip workflows.\n\n\n</EXTREMELY_IMPORTANT>"],"hookName":"SessionStart","toolUseID":"SessionStart","hookEvent":"SessionStart"},"type":"attachment","uuid":"4bed83b9-09d3-4249-a74a-e92255e7b81f","timestamp":"2026-05-18T20:19:19.371Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"4bed83b9-09d3-4249-a74a-e92255e7b81f","isSidechain":false,"promptId":"a90cc76d-86dc-4a88-a50d-fffb46eca6da","type":"user","message":{"role":"user","content":"1 I need to create a Kustomize deployment for the `churn-renewal-forecast` project, modeled after the `saas-tenant-manager` structure.\n 2\n 3 Please generate the directory structure and file contents for `deploy/kubernetes/` based on the following specifications.\n 4\n 5 ### **1. Project Specifications**\n 6 - **App Name:** `churn-renewal-forecast`\n 7 - **Framework:** Next.js (TypeScript) + Prisma (PostgreSQL)\n 8 - **Background Jobs:** `pg-boss` (PostgreSQL-backed worker)\n 9 - **Namespace:** `churn-renewal-forecast`\n 10 - **Vault Path:** `/internal/churn-renewal-forecast`\n 11 - **Ingress Host:** `churn-forecast.infrastructure.immuta.io`\n 12\n 13 ### **2. Components to Create**\n 14\n 15 **A. Base Configuration (`base/`)**\n 16 - **`bootstrap/`**:\n 17 - `namespace.yaml`, `serviceaccount.yaml`.\n 18 - `secret.yaml`: `ExternalSecret` (vault) mapping: `DATABASE_URL`, `CLERK_SECRET_KEY`, `FRONT_API_TOKEN`, `FRONT_API_TOKEN_2`,\n `PRODUCTBOARD_API_KEY`, `SLACK_BOT_TOKEN`.\n 19 - `app-config.env`: ConfigMap values for `APP_URL`, `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY`, `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE`,\n `SLACK_TEST_CHANNEL`, and PG pool settings (`PG_POOL_MAX`, etc.).\n 20 - **`init/`**:\n 21 - `job.yaml`: A one-shot Job for Prisma migrations (`bunx prisma migrate deploy`).\n 22 - **`netpol/`**:\n 23 - `CiliumNetworkPolicy` files for: DNS (UDP 53), RDS (TCP 5432), and External Egress (TCP 443) to `clerk.com`, `api.frontapp.com`,\n `api.productboard.com`, and `slack.com`.\n 24 - **`services/`**:\n 25 - `web-deployment.yaml`: Deployment for the Next.js app (`next start`).\n 26 - `worker-deployment.yaml`: Deployment for the background worker (`bunx tsx src/worker/index.ts`).\n 27 - `service.yaml` & `ingress.yaml`: ClusterIP service and Nginx Ingress.\n 28\n 29 **B. Cluster Overlay (`deploy/eks-shared-infra-use1-2/`)**\n 30 - Replicate the overlay pattern from `saas-tenant-manager`, including `.app.yaml` metadata, `ingress-patch.yaml` (private visibility),\n and `serviceaccount.yaml` (IAM role annotation).\n 31\n 32 ### **3. Key Requirements**\n 33 - **Labels:** Use `app.kubernetes.io/name: churn-renewal-forecast` consistently.\n 34 - **Resources:** Standard requests/limits (e.g., 256Mi/512Mi).\n 35 - **Probes:** Add Liveness/Readiness probes to the web deployment on `/api/health/live` and `/api/health/ready`.\n 36 - **Environment:** Both `web` and `worker` must use `envFrom` to pull from the same ConfigMap and Secret.\n 37\n 38 Please provide the output as a set of files organized by their path."},"uuid":"78f0796e-4946-4a5b-a04b-de06dffe263f","timestamp":"2026-05-18T20:19:21.890Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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For simple settings like theme/model, suggest the /config command.\n- keybindings-help: Use when the user wants to customize keyboard shortcuts, rebind keys, add chord bindings, or modify ~/.claude/keybindings.json. Examples: \"rebind ctrl+s\", \"add a chord shortcut\", \"change the submit key\", \"customize keybindings\".\n- simplify: Review changed code for reuse, quality, and efficiency, then fix any issues found.\n- fewer-permission-prompts: Scan your transcripts for common read-only Bash and MCP tool calls, then add a prioritized allowlist to project .claude/settings.json to reduce permission prompts.\n- loop: Run a prompt or slash command on a recurring interval (e.g. /loop 5m /foo). Omit the interval to let the model self-pace. - When the user wants to set up a recurring task, poll for status, or run something repeatedly on an interval (e.g. \"check the deploy every 5 minutes\", \"keep running /babysit-prs\"). Do NOT invoke for one-off tasks.\n- schedule: Create, update, list, or run scheduled remote agents (routines) that execute on a cron schedule. - When the user wants to schedule a recurring remote agent, set up automated tasks, create a cron job for Claude Code, or manage their scheduled agents/routines. Also use when the user wants a one-time scheduled run (\"run this once at 3pm\", \"remind me to check X tomorrow\").\n- claude-api: Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements).\nTRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project.\nSKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.\n- init: Initialize a new CLAUDE.md file with codebase documentation\n- review: Review a pull request\n- security-review: Complete a security review of the pending changes on the current branch","skillCount":32,"isInitial":true},"type":"attachment","uuid":"e7ec58a6-8f1a-45d7-ba2b-914c53f05619","timestamp":"2026-05-18T20:19:21.889Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"43ca0f7a-90fa-4331-a600-ce75e6950e9a","isSidechain":false,"attachment":{"type":"hook_success","hookName":"PostToolUse:Skill","toolUseID":"toolu_01TiZAMxRhF6LbggAkqAL1pW","hookEvent":"PostToolUse","content":"","stdout":"{\"continue\":true}\n","stderr":"","exitCode":0,"command":"node \"${CLAUDE_PLUGIN_ROOT}/dist/hooks/post-tool-use.js\"","durationMs":209},"type":"attachment","uuid":"1345be64-bfa6-4e8f-826e-001db4df87d8","timestamp":"2026-05-18T20:19:27.951Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"1345be64-bfa6-4e8f-826e-001db4df87d8","isSidechain":false,"promptId":"a90cc76d-86dc-4a88-a50d-fffb46eca6da","type":"user","message":{"role":"user","content":[{"type":"text","text":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/brainstorming\n\n# Brainstorming Ideas Into Designs\n\nHelp turn ideas into fully formed designs and specs through natural collaborative dialogue.\n\nStart by understanding the current project context, then ask questions one at a time to refine the idea. Once you understand what you're building, present the design and get user approval.\n\n<HARD-GATE>\nDo NOT invoke any implementation skill, write any code, scaffold any project, or take any implementation action until you have presented a design and the user has approved it. This applies to EVERY project regardless of perceived simplicity.\n</HARD-GATE>\n\n## Anti-Pattern: \"This Is Too Simple To Need A Design\"\n\nEvery project goes through this process. A todo list, a single-function utility, a config change — all of them. \"Simple\" projects are where unexamined assumptions cause the most wasted work. The design can be short (a few sentences for truly simple projects), but you MUST present it and get approval.\n\n## Checklist\n\nYou MUST create a task for each of these items and complete them in order:\n\n1. **Explore project context** — check files, docs, recent commits\n2. **Offer visual companion** (if topic will involve visual questions) — this is its own message, not combined with a clarifying question. See the Visual Companion section below.\n3. **Ask clarifying questions** — one at a time, understand purpose/constraints/success criteria\n4. **Propose 2-3 approaches** — with trade-offs and your recommendation\n5. **Present design** — in sections scaled to their complexity, get user approval after each section\n6. **Write design doc** — save to `docs/superpowers/specs/YYYY-MM-DD-<topic>-design.md` and commit\n7. **Spec self-review** — quick inline check for placeholders, contradictions, ambiguity, scope (see below)\n8. **User reviews written spec** — ask user to review the spec file before proceeding\n9. **Transition to implementation** — invoke writing-plans skill to create implementation plan\n\n## Process Flow\n\n```dot\ndigraph brainstorming {\n \"Explore project context\" [shape=box];\n \"Visual questions ahead?\" [shape=diamond];\n \"Offer Visual Companion\\n(own message, no other content)\" [shape=box];\n \"Ask clarifying questions\" [shape=box];\n \"Propose 2-3 approaches\" [shape=box];\n \"Present design sections\" [shape=box];\n \"User approves design?\" [shape=diamond];\n \"Write design doc\" [shape=box];\n \"Spec self-review\\n(fix inline)\" [shape=box];\n \"User reviews spec?\" [shape=diamond];\n \"Invoke writing-plans skill\" [shape=doublecircle];\n\n \"Explore project context\" -> \"Visual questions ahead?\";\n \"Visual questions ahead?\" -> \"Offer Visual Companion\\n(own message, no other content)\" [label=\"yes\"];\n \"Visual questions ahead?\" -> \"Ask clarifying questions\" [label=\"no\"];\n \"Offer Visual Companion\\n(own message, no other content)\" -> \"Ask clarifying questions\";\n \"Ask clarifying questions\" -> \"Propose 2-3 approaches\";\n \"Propose 2-3 approaches\" -> \"Present design sections\";\n \"Present design sections\" -> \"User approves design?\";\n \"User approves design?\" -> \"Present design sections\" [label=\"no, revise\"];\n \"User approves design?\" -> \"Write design doc\" [label=\"yes\"];\n \"Write design doc\" -> \"Spec self-review\\n(fix inline)\";\n \"Spec self-review\\n(fix inline)\" -> \"User reviews spec?\";\n \"User reviews spec?\" -> \"Write design doc\" [label=\"changes requested\"];\n \"User reviews spec?\" -> \"Invoke writing-plans skill\" [label=\"approved\"];\n}\n```\n\n**The terminal state is invoking writing-plans.** Do NOT invoke frontend-design, mcp-builder, or any other implementation skill. The ONLY skill you invoke after brainstorming is writing-plans.\n\n## The Process\n\n**Understanding the idea:**\n\n- Check out the current project state first (files, docs, recent commits)\n- Before asking detailed questions, assess scope: if the request describes multiple independent subsystems (e.g., \"build a platform with chat, file storage, billing, and analytics\"), flag this immediately. Don't spend questions refining details of a project that needs to be decomposed first.\n- If the project is too large for a single spec, help the user decompose into sub-projects: what are the independent pieces, how do they relate, what order should they be built? Then brainstorm the first sub-project through the normal design flow. Each sub-project gets its own spec → plan → implementation cycle.\n- For appropriately-scoped projects, ask questions one at a time to refine the idea\n- Prefer multiple choice questions when possible, but open-ended is fine too\n- Only one question per message - if a topic needs more exploration, break it into multiple questions\n- Focus on understanding: purpose, constraints, success criteria\n\n**Exploring approaches:**\n\n- Propose 2-3 different approaches with trade-offs\n- Present options conversationally with your recommendation and reasoning\n- Lead with your recommended option and explain why\n\n**Presenting the design:**\n\n- Once you believe you understand what you're building, present the design\n- Scale each section to its complexity: a few sentences if straightforward, up to 200-300 words if nuanced\n- Ask after each section whether it looks right so far\n- Cover: architecture, components, data flow, error handling, testing\n- Be ready to go back and clarify if something doesn't make sense\n\n**Design for isolation and clarity:**\n\n- Break the system into smaller units that each have one clear purpose, communicate through well-defined interfaces, and can be understood and tested independently\n- For each unit, you should be able to answer: what does it do, how do you use it, and what does it depend on?\n- Can someone understand what a unit does without reading its internals? Can you change the internals without breaking consumers? If not, the boundaries need work.\n- Smaller, well-bounded units are also easier for you to work with - you reason better about code you can hold in context at once, and your edits are more reliable when files are focused. When a file grows large, that's often a signal that it's doing too much.\n\n**Working in existing codebases:**\n\n- Explore the current structure before proposing changes. Follow existing patterns.\n- Where existing code has problems that affect the work (e.g., a file that's grown too large, unclear boundaries, tangled responsibilities), include targeted improvements as part of the design - the way a good developer improves code they're working in.\n- Don't propose unrelated refactoring. Stay focused on what serves the current goal.\n\n## After the Design\n\n**Documentation:**\n\n- Write the validated design (spec) to `docs/superpowers/specs/YYYY-MM-DD-<topic>-design.md`\n - (User preferences for spec location override this default)\n- Use elements-of-style:writing-clearly-and-concisely skill if available\n- Commit the design document to git\n\n**Spec Self-Review:**\nAfter writing the spec document, look at it with fresh eyes:\n\n1. **Placeholder scan:** Any \"TBD\", \"TODO\", incomplete sections, or vague requirements? Fix them.\n2. **Internal consistency:** Do any sections contradict each other? Does the architecture match the feature descriptions?\n3. **Scope check:** Is this focused enough for a single implementation plan, or does it need decomposition?\n4. **Ambiguity check:** Could any requirement be interpreted two different ways? If so, pick one and make it explicit.\n\nFix any issues inline. No need to re-review — just fix and move on.\n\n**User Review Gate:**\nAfter the spec review loop passes, ask the user to review the written spec before proceeding:\n\n> \"Spec written and committed to `<path>`. Please review it and let me know if you want to make any changes before we start writing out the implementation plan.\"\n\nWait for the user's response. If they request changes, make them and re-run the spec review loop. Only proceed once the user approves.\n\n**Implementation:**\n\n- Invoke the writing-plans skill to create a detailed implementation plan\n- Do NOT invoke any other skill. writing-plans is the next step.\n\n## Key Principles\n\n- **One question at a time** - Don't overwhelm with multiple questions\n- **Multiple choice preferred** - Easier to answer than open-ended when possible\n- **YAGNI ruthlessly** - Remove unnecessary features from all designs\n- **Explore alternatives** - Always propose 2-3 approaches before settling\n- **Incremental validation** - Present design, get approval before moving on\n- **Be flexible** - Go back and clarify when something doesn't make sense\n\n## Visual Companion\n\nA browser-based companion for showing mockups, diagrams, and visual options during brainstorming. Available as a tool — not a mode. Accepting the companion means it's available for questions that benefit from visual treatment; it does NOT mean every question goes through the browser.\n\n**Offering the companion:** When you anticipate that upcoming questions will involve visual content (mockups, layouts, diagrams), offer it once for consent:\n> \"Some of what we're working on might be easier to explain if I can show it to you in a web browser. I can put together mockups, diagrams, comparisons, and other visuals as we go. This feature is still new and can be token-intensive. Want to try it? (Requires opening a local URL)\"\n\n**This offer MUST be its own message.** Do not combine it with clarifying questions, context summaries, or any other content. The message should contain ONLY the offer above and nothing else. Wait for the user's response before continuing. If they decline, proceed with text-only brainstorming.\n\n**Per-question decision:** Even after the user accepts, decide FOR EACH QUESTION whether to use the browser or the terminal. The test: **would the user understand this better by seeing it than reading it?**\n\n- **Use the browser** for content that IS visual — mockups, wireframes, layout comparisons, architecture diagrams, side-by-side visual designs\n- **Use the terminal** for content that is text — requirements questions, conceptual choices, tradeoff lists, A/B/C/D text options, scope decisions\n\nA question about a UI topic is not automatically a visual question. \"What does personality mean in this context?\" is a conceptual question — use the terminal. \"Which wizard layout works better?\" is a visual question — use the browser.\n\nIf they agree to the companion, read the detailed guide before proceeding:\n`skills/brainstorming/visual-companion.md`\n"}]},"isMeta":true,"uuid":"b85d7a5a-005b-413b-9c8f-3b2d5d688ed0","timestamp":"2026-05-18T20:19:27.741Z","sourceToolUseID":"toolu_01TiZAMxRhF6LbggAkqAL1pW","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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tsconfig.json\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m43\u001b[39m \u001b[38;2;255;233;170mB\u001b[39m \u001b[38;2;166;179;204mTue Mar 24 14:46:27 2026\u001b[39m vitest.setup.ts\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m 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{"type":"last-prompt","lastPrompt":"1 I need to create a Kustomize deployment for the `churn-renewal-forecast` project, modeled after the `saas-tenant-manager` structure. 2 3 Please generate the directory structure and file cont…","leafUuid":"f9a05c54-2e8a-4457-b45e-11f557973497","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
{"type":"ai-title","aiTitle":"Create Kustomize deployment for churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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from \"./handlers/sync-productboard-notes\";\n11\timport { handleSyncProductboardFeatures } from \"./handlers/sync-productboard-features\";\n12\timport { handleSyncFrontCustomerConversations } from \"./handlers/sync-front-customer-conversations\";\n13\timport { handleSyncProductboardCustomerNotes } from \"./handlers/sync-productboard-customer-notes\";\n14\timport { handleImportConsumption } from \"./handlers/import-consumption\";\n15\timport { handleDetectUsageDrops } from \"./handlers/detect-usage-drops\";\n16\timport { cleanupStaleJobs } from \"@/lib/jobs/cleanup\";\n17\t\n18\tasync function startWorker() {\n19\t try {\n20\t logger.log(\"Starting pg-boss worker...\");\n21\t const boss = await getBoss();\n22\t\n23\t // Clean up any stale jobs from previous runs\n24\t logger.log(\"Cleaning up stale jobs...\");\n25\t await cleanupStaleJobs();\n26\t\n27\t // Create queues before registering workers\n28\t const queues = [\n29\t \"sync-front-accounts\",\n30\t \"sync-front-contacts\",\n31\t \"sync-front-account-contacts\",\n32\t \"sync-front-conversations\",\n33\t \"sync-front-account-conversations\",\n34\t \"sync-front-customer-conversations\",\n35\t \"sync-productboard-companies\",\n36\t \"sync-productboard-notes\",\n37\t \"sync-productboard-customer-notes\",\n38\t \"sync-productboard-features\",\n39\t \"import-consumption\",\n40\t \"detect-usage-drops\",\n41\t ];\n42\t\n43\t logger.log(\"Creating job queues...\");\n44\t for (const queue of queues) {\n45\t await boss.createQueue(queue);\n46\t }\n47\t\n48\t // Register job handlers\n49\t await boss.work(\"sync-front-accounts\", handleSyncFrontAccounts);\n50\t await boss.work(\"sync-front-contacts\", handleSyncFrontContacts);\n51\t await boss.work(\"sync-front-conversations\", handleSyncFrontConversations);\n52\t\n53\t // Register sub-job handlers with concurrency options\n54\t const frontConcurrency = 3 * Math.max(1, getApiTokenCount());\n55\t logger.log(`[Worker] Front sub-job concurrency: ${frontConcurrency} 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{"parentUuid":"1bc094c4-c527-4e45-a05f-db7829ceec3c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01CcYg5PgacPxwG2TKCxBqB4","type":"message","role":"assistant","content":[{"type":"text","text":"## Approaches\n\n**Option A — Base + single cluster overlay (recommended)** — exactly what you specified: a `base/` with reusable resources and a `deploy/eks-shared-infra-use1-2/` overlay that patches cluster-specific values (ingress visibility, SA annotation). Clean, minimal, matches the saas-tenant-manager pattern. This is the right call.\n\n**Option B — Base + per-environment overlays (dev/staging/prod)** — useful if you have multiple environments. Overkill here; you have one cluster and one target environment.\n\n**Option C — Helm chart** — more powerful templating but entirely different toolchain from what you asked for. Not considered further.\n\n**Going with Option A.**\n\n---\n\n## Design\n\n### Directory structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret → ClusterSecretStore \"vault\"\n│ │ └── app-config.env # ConfigMap source\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy (one-shot Job)\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml # UDP 53 egress\n│ │ ├── allow-rds.yaml # TCP 5432 egress\n│ │ └── allow-external.yaml # TCP 443 egress to clerk/front/productboard/slack\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml # private visibility annotation\n └── serviceaccount.yaml # IRSA annotation (commented out)\n```\n\n### Key decisions\n\n- **Single image `registry.ic-ops.net/churn-renewal-forecast:latest`** — web and worker use the same image with different `command` overrides. The init Job uses it too for `bunx prisma migrate deploy`.\n- **Secret split** — Vault-sourced secrets (DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN) live in the ExternalSecret. Non-sensitive config (APP_URL, NEXT_PUBLIC_* vars, pool tuning, SLACK_TEST_CHANNEL) lives in the ConfigMap via `app-config.env`. Both are mounted via `envFrom` on web and worker.\n- **Network policies** — Three CiliumNetworkPolicies: DNS (UDP 53 to kube-dns), RDS (TCP 5432), and external egress (TCP 443) with `toFQDNs` entries for `clerk.com`, `api.frontapp.com`, `api.productboard.com`, `slack.com`.\n- **Probes** — Web deployment gets liveness on `/api/health/live` and readiness on `/api/health/ready`, both HTTP on port 3000. Worker gets no HTTP probes (it's a queue consumer — liveness would just check the process is alive).\n- **Resources** — web: `requests: 256Mi/100m`, `limits: 512Mi/500m`. Worker: same defaults.\n- **Replicas** — 1 replica each for web and worker (you can patch this in the overlay).\n- **Init Job** — `restartPolicy: OnFailure`, runs before app pods via the dependency ordering in the overlay's kustomization. The job is idempotent (`prisma migrate deploy` is safe to re-run).\n\nDoes this look right so far? Any adjustments before I write the spec and files?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":772,"cache_read_input_tokens":49727,"output_tokens":1016,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":772,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1016,"cache_read_input_tokens":49727,"cache_creation_input_tokens":772,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":772},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAfsQGa5Y8FbwGoBC5eN","type":"assistant","uuid":"7421e0a8-9a1c-4a56-850f-af1ba00587f5","timestamp":"2026-05-18T20:32:56.317Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"8c76ac85-cbe2-4234-95c2-e877efdab3db","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01JSG3YXMvs7mpeVd6rw3uTR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014RX8KA1Z22sCNGKH376AnM","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","content":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Metadata file (ArgoCD / Flux app descriptor) with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Open Items\n\n- `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` values need to be filled in for the target environment.\n- TLS secret name (`churn-renewal-forecast-tls`) assumes cert-manager or equivalent; adjust if cluster uses a different mechanism.\n- Confirm whether `FRONT_RATE_LIMIT_RPM` should be in the ConfigMap (currently omitted since the spec didn't list it; add if needed).\n- If the app ever needs AWS API access (S3, Secrets Manager), uncomment the IRSA annotation in the overlay serviceaccount.yaml and supply the role ARN.\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":115,"cache_read_input_tokens":51837,"output_tokens":2311,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":115,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2311,"cache_read_input_tokens":51837,"cache_creation_input_tokens":115,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":115},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAfxPiDoU8iuV8nDydGR","type":"assistant","uuid":"a931d34d-3b71-45e8-acc3-30b9df3ec8ea","timestamp":"2026-05-18T20:34:14.569Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"a931d34d-3b71-45e8-acc3-30b9df3ec8ea","isSidechain":false,"promptId":"4aa1af95-e806-44a8-93ef-e457b2e897e1","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014RX8KA1Z22sCNGKH376AnM","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md (file state is current in your context — no need to Read it back)"}]},"uuid":"2c86be06-9782-4e6c-b7e5-c760c0834921","timestamp":"2026-05-18T20:34:20.029Z","toolUseResult":{"type":"create","filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","content":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Metadata file (ArgoCD / Flux app descriptor) with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. 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{"parentUuid":"e03a7475-ee26-4838-aaac-c3a2cccd4a19","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Vj4D2vK5ozUuyu9zXKy5To","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AjoPXp9nDzoZer9MX7unfN","name":"Edit","input":{"replace_all":false,"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","old_string":"## Open Items","new_string":"## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering must be handled at the deployment-tool level:\n- **ArgoCD** — add `argocd.argoproj.io/sync-wave` annotations (init Job at wave `-1`, Deployments at wave `0`)\n- **Flux** — use a `Kustomization` with `dependsOn` referencing the init job kustomization\n\nThe overlay's `.app.yaml` should include whatever sync-wave or dependency config the cluster uses.\n\n## Open Items"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2384,"cache_read_input_tokens":51952,"output_tokens":804,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2384,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":804,"cache_read_input_tokens":51952,"cache_creation_input_tokens":2384,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2384},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAfztc6ZQKxafUux7KMS","type":"assistant","uuid":"07fc540d-bafb-4be9-be83-632fc4b8477d","timestamp":"2026-05-18T20:34:33.979Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"07fc540d-bafb-4be9-be83-632fc4b8477d","isSidechain":false,"promptId":"4aa1af95-e806-44a8-93ef-e457b2e897e1","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AjoPXp9nDzoZer9MX7unfN","type":"tool_result","content":"The file /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"307f5edf-d139-450b-994b-956aaa972033","timestamp":"2026-05-18T20:34:47.795Z","toolUseResult":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","oldString":"## Open Items","newString":"## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering must be handled at the deployment-tool level:\n- **ArgoCD** — add `argocd.argoproj.io/sync-wave` annotations (init Job at wave `-1`, Deployments at wave `0`)\n- **Flux** — use a `Kustomization` with `dependsOn` referencing the init job kustomization\n\nThe overlay's `.app.yaml` should include whatever sync-wave or dependency config the cluster uses.\n\n## Open Items","originalFile":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Metadata file (ArgoCD / Flux app descriptor) with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. 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{"parentUuid":"48ce0aba-5d8d-4963-990a-a7e1e5b3bc07","isSidechain":false,"promptId":"1a96469f-3867-474c-9234-0cfa9d8d6ddb","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01741rbe9eGcskhyuBw7UaoE","type":"tool_result","content":"The file /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"06ce4f15-04b9-44ca-85e1-53d956114799","timestamp":"2026-05-18T20:35:37.896Z","toolUseResult":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","oldString":"## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering must be handled at the deployment-tool level:\n- **ArgoCD** — add `argocd.argoproj.io/sync-wave` annotations (init Job at wave `-1`, Deployments at wave `0`)\n- **Flux** — use a `Kustomization` with `dependsOn` referencing the init job kustomization\n\nThe overlay's `.app.yaml` should include whatever sync-wave or dependency config the cluster uses.","newString":"## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering is handled via Flux `Kustomization` resources with `dependsOn` — the init kustomization must complete (health check: Job succeeded) before the services kustomization is applied.\n\nThe overlay's `.app.yaml` captures the Flux app metadata for this pattern.","originalFile":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Metadata file (ArgoCD / Flux app descriptor) with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering must be handled at the deployment-tool level:\n- **ArgoCD** — add `argocd.argoproj.io/sync-wave` annotations (init Job at wave `-1`, Deployments at wave `0`)\n- **Flux** — use a `Kustomization` with `dependsOn` referencing the init job kustomization\n\nThe overlay's `.app.yaml` should include whatever sync-wave or dependency config the cluster uses.\n\n## Open Items\n\n- `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` values need to be filled in for the target environment.\n- TLS secret name (`churn-renewal-forecast-tls`) assumes cert-manager or equivalent; adjust if cluster uses a different mechanism.\n- Confirm whether `FRONT_RATE_LIMIT_RPM` should be in the ConfigMap (currently omitted since the spec didn't list it; add if needed).\n- If the app ever needs AWS API access (S3, Secrets Manager), uncomment the IRSA annotation in the overlay serviceaccount.yaml and supply the role ARN.\n","structuredPatch":[{"oldStart":158,"oldLines":11,"newStart":158,"newLines":9,"lines":[" "," ## Deployment Ordering"," ","-Kustomize itself does not enforce that the init Job completes before the web/worker Deployments start. 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A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Metadata file (ArgoCD / Flux app descriptor) with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. 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{"parentUuid":"b42add45-d1eb-49b6-8c50-f9eecc138fda","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"type":"text","text":"Save current conversation context to an Obsidian note under the `Claude/` directory.\n\n## What to save\n\nCapture all of the following that are relevant to the current conversation:\n\n- **Conversation summary**: What the user is trying to accomplish and why\n- **Project context**: Relevant architecture, design decisions, or constraints discovered\n- **Task state**: What has been completed, what is in progress, what is blocked or pending\n- **Key decisions**: Any choices made and the reasoning behind them\n- **Open questions**: Unresolved questions or things to revisit\n- **Next steps**: Concrete actions that should follow from this session\n\n## File location\n\nDerive the project name from the current working directory (use the repo or app folder name). Save to:\n\n```\nClaude/<project-name>/<YYYY-MM-DD>-<short-slug>.md\n```\n\nUse today's date and a short 2-4 word slug describing the session topic (e.g. `2026-04-29-ruth-plugin-setup.md`).\n\nIf `` is provided, use it as the slug instead of generating one.\n\n## Note format\n\nUse this structure:\n\n```markdown\n---\ndate: <YYYY-MM-DD>\nproject: <project-name>\ntags: [claude-context]\n---\n\n# <Session Title>\n\n## Summary\n<1-3 sentence overview of what this session was about>\n\n## Context\n<Relevant project background, architecture notes, constraints>\n\n## Decisions\n<Decisions made and rationale>\n\n## Task State\n<What was completed, in progress, or blocked>\n\n## Open Questions\n<Anything unresolved>\n\n## Next Steps\n<Concrete follow-up actions>\n```\n\n## Steps\n\n1. Determine the project name from the working directory.\n2. Determine today's date.\n3. Draft the note content based on the current conversation.\n4. Use `mcp__obsidian__create_vault_file` to write the note to the vault.\n5. Confirm to the user where the note was saved.\n"}]},"isMeta":true,"uuid":"e635eae6-96f1-457e-8841-98bf7b2be7d8","timestamp":"2026-05-18T20:37:39.341Z","sourceToolUseID":"toolu_01Cw8XMTxUr4AsH4VcnuP11r","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"e635eae6-96f1-457e-8841-98bf7b2be7d8","isSidechain":false,"attachment":{"type":"command_permissions","allowedTools":[]},"type":"attachment","uuid":"1653dd46-9558-4776-b10f-a2c1928ea241","timestamp":"2026-05-18T20:37:39.341Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"962011dd-134d-406d-b1e5-2feea06dec53","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_01QFmdMGMwo1R76CSzxzKoCA","content":"Launching skill: update-config"}]},"uuid":"052be0b2-eb4d-4f19-82c6-54d218660779","timestamp":"2026-05-18T20:37:59.155Z","toolUseResult":{"success":true,"commandName":"update-config","allowedTools":["Read"]},"sourceToolAssistantUUID":"962011dd-134d-406d-b1e5-2feea06dec53","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"052be0b2-eb4d-4f19-82c6-54d218660779","isSidechain":false,"attachment":{"type":"hook_success","hookName":"PostToolUse:Skill","toolUseID":"toolu_01QFmdMGMwo1R76CSzxzKoCA","hookEvent":"PostToolUse","content":"","stdout":"{\"continue\":true}\n","stderr":"","exitCode":0,"command":"node \"${CLAUDE_PLUGIN_ROOT}/dist/hooks/post-tool-use.js\"","durationMs":252},"type":"attachment","uuid":"aa8f341f-9686-4e00-a0dc-82c2debbe341","timestamp":"2026-05-18T20:37:59.154Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"aa8f341f-9686-4e00-a0dc-82c2debbe341","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"type":"text","text":"# Update Config Skill\n\nModify Claude Code configuration by updating settings.json files.\n\n## When Hooks Are Required (Not Memory)\n\nIf the user wants something to happen automatically in response to an EVENT, they need a **hook** configured in settings.json. Memory/preferences cannot trigger automated actions.\n\n**These require hooks:**\n- \"Before compacting, ask me what to preserve\" → PreCompact hook\n- \"After writing files, run prettier\" → PostToolUse hook with Write|Edit matcher\n- \"When I run bash commands, log them\" → PreToolUse hook with Bash matcher\n- \"Always run tests after code changes\" → PostToolUse hook\n\n**Hook events:** PreToolUse, PostToolUse, PreCompact, PostCompact, Stop, Notification, SessionStart\n\n## CRITICAL: Read Before Write\n\n**Always read the existing settings file before making changes.** Merge new settings with existing ones - never replace the entire file.\n\n## CRITICAL: Use AskUserQuestion for Ambiguity\n\nWhen the user's request is ambiguous, use AskUserQuestion to clarify:\n- Which settings file to modify (user/project/local)\n- Whether to add to existing arrays or replace them\n- Specific values when multiple options exist\n\n## Decision: /config command vs Direct Edit\n\n**Suggest the `/config` slash command** for these simple settings:\n- `theme`, `editorMode`, `verbose`, `model`\n- `language`, `alwaysThinkingEnabled`\n- `permissions.defaultMode`\n\n**Edit settings.json directly** for:\n- Hooks (PreToolUse, PostToolUse, etc.)\n- Complex permission rules (allow/deny arrays)\n- Environment variables\n- MCP server configuration\n- Plugin configuration\n\n## Workflow\n\n1. **Clarify intent** - Ask if the request is ambiguous\n2. **Read existing file** - Use Read tool on the target settings file\n3. **Merge carefully** - Preserve existing settings, especially arrays\n4. **Edit file** - Use Edit tool (if file doesn't exist, ask user to create it first)\n5. **Confirm** - Tell user what was changed\n\n## Merging Arrays (Important!)\n\nWhen adding to permission arrays or hook arrays, **merge with existing**, don't replace:\n\n**WRONG** (replaces existing permissions):\n```json\n{ \"permissions\": { \"allow\": [\"Bash(npm *)\"] } }\n```\n\n**RIGHT** (preserves existing + adds new):\n```json\n{\n \"permissions\": {\n \"allow\": [\n \"Bash(git *)\", // existing\n \"Edit(.claude)\", // existing\n \"Bash(npm *)\" // new\n ]\n }\n}\n```\n\n## Settings File Locations\n\nChoose the appropriate file based on scope:\n\n| File | Scope | Git | Use For |\n|------|-------|-----|---------|\n| `~/.claude/settings.json` | Global | N/A | Personal preferences for all projects |\n| `.claude/settings.json` | Project | Commit | Team-wide hooks, permissions, plugins |\n| `.claude/settings.local.json` | Project | Gitignore | Personal overrides for this project |\n\nSettings load in order: user → project → local (later overrides earlier).\n\n## Settings Schema Reference\n\n### Permissions\n```json\n{\n \"permissions\": {\n \"allow\": [\"Bash(npm *)\", \"Edit(.claude)\", \"Read\"],\n \"deny\": [\"Bash(rm -rf *)\"],\n \"ask\": [\"Write(/etc/*)\"],\n \"defaultMode\": \"default\" | \"plan\" | \"acceptEdits\" | \"dontAsk\",\n \"additionalDirectories\": [\"/extra/dir\"]\n }\n}\n```\n\n**Permission Rule Syntax:**\n- Exact match: `\"Bash(npm run test)\"`\n- Prefix wildcard: `\"Bash(git *)\"` - matches `git`, `git status`, `git commit`, etc.\n- Tool only: `\"Read\"` - allows all Read operations\n\n### Environment Variables\n```json\n{\n \"env\": {\n \"DEBUG\": \"true\",\n \"MY_API_KEY\": \"value\"\n }\n}\n```\n\n### Model & Agent\n```json\n{\n \"model\": \"sonnet\", // or \"opus\", \"haiku\", full model ID\n \"agent\": \"agent-name\",\n \"alwaysThinkingEnabled\": true\n}\n```\n\n### Attribution (Commits & PRs)\n```json\n{\n \"attribution\": {\n \"commit\": \"Custom commit trailer text\",\n \"pr\": \"Custom PR description text\"\n }\n}\n```\nSet `commit` or `pr` to empty string `\"\"` to hide that attribution.\n\n### MCP Server Management\n```json\n{\n \"enableAllProjectMcpServers\": true,\n \"enabledMcpjsonServers\": [\"server1\", \"server2\"],\n \"disabledMcpjsonServers\": [\"blocked-server\"]\n}\n```\n\n### Plugins\n```json\n{\n \"enabledPlugins\": {\n \"formatter@anthropic-tools\": true\n }\n}\n```\nPlugin syntax: `plugin-name@source` where source is `claude-code-marketplace`, `claude-plugins-official`, or `builtin`.\n\n### Other Settings\n- `language`: Preferred response language (e.g., \"japanese\")\n- `cleanupPeriodDays`: Days to keep transcripts before automatic cleanup (default: 30; minimum 1)\n- `respectGitignore`: Whether to respect .gitignore (default: true)\n- `spinnerTipsEnabled`: Show tips in spinner\n- `spinnerVerbs`: Customize spinner verbs (`{ \"mode\": \"append\" | \"replace\", \"verbs\": [...] }`)\n- `spinnerTipsOverride`: Override spinner tips (`{ \"excludeDefault\": true, \"tips\": [\"Custom tip\"] }`)\n- `syntaxHighlightingDisabled`: Disable diff highlighting\n\n\n## Hooks Configuration\n\nHooks run commands at specific points in Claude Code's lifecycle.\n\n### Hook Structure\n```json\n{\n \"hooks\": {\n \"EVENT_NAME\": [\n {\n \"matcher\": \"ToolName|OtherTool\",\n \"hooks\": [\n {\n \"type\": \"command\",\n \"command\": \"your-command-here\",\n \"timeout\": 60,\n \"statusMessage\": \"Running...\"\n }\n ]\n }\n ]\n }\n}\n```\n\n### Hook Events\n\n| Event | Matcher | Purpose |\n|-------|---------|---------|\n| PermissionRequest | Tool name | Run before permission prompt |\n| PreToolUse | Tool name | Run before tool, can block |\n| PostToolUse | Tool name | Run after successful tool |\n| PostToolUseFailure | Tool name | Run after tool fails |\n| Notification | Notification type | Run on notifications |\n| Stop | - | Run when Claude stops (including clear, resume, compact) |\n| PreCompact | \"manual\"/\"auto\" | Before compaction |\n| PostCompact | \"manual\"/\"auto\" | After compaction (receives summary) |\n| UserPromptSubmit | - | When user submits |\n| SessionStart | - | When session starts |\n\n**Common tool matchers:** `Bash`, `Write`, `Edit`, `Read`, `Glob`, `Grep`\n\n### Hook Types\n\n**1. Command Hook** - Runs a shell command:\n```json\n{ \"type\": \"command\", \"command\": \"prettier --write $FILE\", \"timeout\": 30 }\n```\n\n**2. Prompt Hook** - Evaluates a condition with LLM:\n```json\n{ \"type\": \"prompt\", \"prompt\": \"Is this safe? $ARGUMENTS\" }\n```\nOnly available for tool events: PreToolUse, PostToolUse, PermissionRequest.\n\n**3. Agent Hook** - Runs an agent with tools:\n```json\n{ \"type\": \"agent\", \"prompt\": \"Verify tests pass: $ARGUMENTS\" }\n```\nOnly available for tool events: PreToolUse, PostToolUse, PermissionRequest.\n\n### Hook Input (stdin JSON)\n```json\n{\n \"session_id\": \"abc123\",\n \"tool_name\": \"Write\",\n \"tool_input\": { \"file_path\": \"/path/to/file.txt\", \"content\": \"...\" },\n \"tool_response\": { \"success\": true } // PostToolUse only\n}\n```\n\n### Hook JSON Output\n\nHooks can return JSON to control behavior:\n\n```json\n{\n \"systemMessage\": \"Warning shown to user in UI\",\n \"continue\": false,\n \"stopReason\": \"Message shown when blocking\",\n \"suppressOutput\": false,\n \"decision\": \"block\",\n \"reason\": \"Explanation for decision\",\n \"hookSpecificOutput\": {\n \"hookEventName\": \"PostToolUse\",\n \"additionalContext\": \"Context injected back to model\"\n }\n}\n```\n\n**Fields:**\n- `systemMessage` - Display a message to the user (all hooks)\n- `continue` - Set to `false` to block/stop (default: true)\n- `stopReason` - Message shown when `continue` is false\n- `suppressOutput` - Hide stdout from transcript (default: false)\n- `decision` - \"block\" for PostToolUse/Stop/UserPromptSubmit hooks (deprecated for PreToolUse, use hookSpecificOutput.permissionDecision instead)\n- `reason` - Explanation for decision\n- `hookSpecificOutput` - Event-specific output (must include `hookEventName`):\n - `additionalContext` - Text injected into model context\n - `permissionDecision` - \"allow\", \"deny\", or \"ask\" (PreToolUse only)\n - `permissionDecisionReason` - Reason for the permission decision (PreToolUse only)\n - `updatedInput` - Modified tool input (PreToolUse only)\n\n### Common Patterns\n\n**Auto-format after writes:**\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_response.filePath // .tool_input.file_path' | { read -r f; prettier --write \\\"$f\\\"; } 2>/dev/null || true\"\n }]\n }]\n }\n}\n```\n\n**Log all bash commands:**\n```json\n{\n \"hooks\": {\n \"PreToolUse\": [{\n \"matcher\": \"Bash\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_input.command' >> ~/.claude/bash-log.txt\"\n }]\n }]\n }\n}\n```\n\n**Stop hook that displays message to user:**\n\nCommand must output JSON with `systemMessage` field:\n```bash\n# Example command that outputs: {\"systemMessage\": \"Session complete!\"}\necho '{\"systemMessage\": \"Session complete!\"}'\n```\n\n**Run tests after code changes:**\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_input.file_path // .tool_response.filePath' | grep -E '\\\\.(ts|js)$' && npm test || true\"\n }]\n }]\n }\n}\n```\n\n\n## Constructing a Hook (with verification)\n\nGiven an event, matcher, target file, and desired behavior, follow this flow. Each step catches a different failure class — a hook that silently does nothing is worse than no hook.\n\n1. **Dedup check.** Read the target file. If a hook already exists on the same event+matcher, show the existing command and ask: keep it, replace it, or add alongside.\n\n2. **Construct the command for THIS project — don't assume.** The hook receives JSON on stdin. Build a command that:\n - Extracts any needed payload safely — use `jq -r` into a quoted variable or `{ read -r f; ... \"$f\"; }`, NOT unquoted `| xargs` (splits on spaces)\n - Invokes the underlying tool the way this project runs it (npx/bunx/yarn/pnpm? Makefile target? globally-installed?)\n - Skips inputs the tool doesn't handle (formatters often have `--ignore-unknown`; if not, guard by extension)\n - Stays RAW for now — no `|| true`, no stderr suppression. You'll wrap it after the pipe-test passes.\n\n3. **Pipe-test the raw command.** Synthesize the stdin payload the hook will receive and pipe it directly:\n - `Pre|PostToolUse` on `Write|Edit`: `echo '{\"tool_name\":\"Edit\",\"tool_input\":{\"file_path\":\"<a real file from this repo>\"}}' | <cmd>`\n - `Pre|PostToolUse` on `Bash`: `echo '{\"tool_name\":\"Bash\",\"tool_input\":{\"command\":\"ls\"}}' | <cmd>`\n - `Stop`/`UserPromptSubmit`/`SessionStart`: most commands don't read stdin, so `echo '{}' | <cmd>` suffices\n\n Check exit code AND side effect (file actually formatted, test actually ran). If it fails you get a real error — fix (wrong package manager? tool not installed? jq path wrong?) and retest. Once it works, wrap with `2>/dev/null || true` (unless the user wants a blocking check).\n\n4. **Write the JSON.** Merge into the target file (schema shape in the \"Hook Structure\" section above). If this creates `.claude/settings.local.json` for the first time, add it to .gitignore — the Write tool doesn't auto-gitignore it.\n\n5. **Validate syntax + schema in one shot:**\n\n `jq -e '.hooks.<event>[] | select(.matcher == \"<matcher>\") | .hooks[] | select(.type == \"command\") | .command' <target-file>`\n\n Exit 0 + prints your command = correct. Exit 4 = matcher doesn't match. Exit 5 = malformed JSON or wrong nesting. A broken settings.json silently disables ALL settings from that file — fix any pre-existing malformation too.\n\n6. **Prove the hook fires** — only for `Pre|PostToolUse` on a matcher you can trigger in-turn (`Write|Edit` via Edit, `Bash` via Bash). `Stop`/`UserPromptSubmit`/`SessionStart` fire outside this turn — skip to step 7.\n\n For a **formatter** on `PostToolUse`/`Write|Edit`: introduce a detectable violation via Edit (two consecutive blank lines, bad indentation, missing semicolon — something this formatter corrects; NOT trailing whitespace, Edit strips that before writing), re-read, confirm the hook **fixed** it. For **anything else**: temporarily prefix the command in settings.json with `echo \"$(date) hook fired\" >> /tmp/claude-hook-check.txt; `, trigger the matching tool (Edit for `Write|Edit`, a harmless `true` for `Bash`), read the sentinel file.\n\n **Always clean up** — revert the violation, strip the sentinel prefix — whether the proof passed or failed.\n\n **If proof fails but pipe-test passed and `jq -e` passed**: the settings watcher isn't watching `.claude/` — it only watches directories that had a settings file when this session started. The hook is written correctly. Tell the user to open `/hooks` once (reloads config) or restart — you can't do this yourself; `/hooks` is a user UI menu and opening it ends this turn.\n\n7. **Handoff.** Tell the user the hook is live (or needs `/hooks`/restart per the watcher caveat). Point them at `/hooks` to review, edit, or disable it later. The UI only shows \"Ran N hooks\" if a hook errors or is slow — silent success is invisible by design.\n\n\n## Example Workflows\n\n### Adding a Hook\n\nUser: \"Format my code after Claude writes it\"\n\n1. **Clarify**: Which formatter? (prettier, gofmt, etc.)\n2. **Read**: `.claude/settings.json` (or create if missing)\n3. **Merge**: Add to existing hooks, don't replace\n4. **Result**:\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_response.filePath // .tool_input.file_path' | { read -r f; prettier --write \\\"$f\\\"; } 2>/dev/null || true\"\n }]\n }]\n }\n}\n```\n\n### Adding Permissions\n\nUser: \"Allow npm commands without prompting\"\n\n1. **Read**: Existing permissions\n2. **Merge**: Add `Bash(npm *)` to allow array\n3. **Result**: Combined with existing allows\n\n### Environment Variables\n\nUser: \"Set DEBUG=true\"\n\n1. **Decide**: User settings (global) or project settings?\n2. **Read**: Target file\n3. **Merge**: Add to env object\n```json\n{ \"env\": { \"DEBUG\": \"true\" } }\n```\n\n## Common Mistakes to Avoid\n\n1. **Replacing instead of merging** - Always preserve existing settings\n2. **Wrong file** - Ask user if scope is unclear\n3. **Invalid JSON** - Validate syntax after changes\n4. **Forgetting to read first** - Always read before write\n\n## Troubleshooting Hooks\n\nIf a hook isn't running:\n1. **Check the settings file** - Read ~/.claude/settings.json or .claude/settings.json\n2. **Verify JSON syntax** - Invalid JSON silently fails\n3. **Check the matcher** - Does it match the tool name? (e.g., \"Bash\", \"Write\", \"Edit\")\n4. **Check hook type** - Is it \"command\", \"prompt\", or \"agent\"?\n5. **Test the command** - Run the hook command manually to see if it works\n6. **Use --debug** - Run `claude --debug` to see hook execution logs\n\n\n## Full Settings JSON Schema\n\n```json\n{\n \"$schema\": \"https://json-schema.org/draft/2020-12/schema\",\n \"type\": \"object\",\n \"properties\": {\n \"$schema\": {\n \"description\": \"JSON Schema reference for Claude Code settings\",\n \"type\": \"string\",\n \"const\": \"https://json.schemastore.org/claude-code-settings.json\"\n },\n \"apiKeyHelper\": {\n \"description\": \"Path to a script that outputs authentication values\",\n \"type\": \"string\"\n },\n \"proxyAuthHelper\": {\n \"description\": \"Shell command that outputs a Proxy-Authorization header value (EAP)\",\n \"type\": \"string\"\n },\n \"awsCredentialExport\": {\n \"description\": \"Path to a script that exports AWS credentials\",\n \"type\": \"string\"\n },\n \"awsAuthRefresh\": {\n \"description\": \"Path to a script that refreshes AWS authentication\",\n \"type\": \"string\"\n },\n \"gcpAuthRefresh\": {\n \"description\": \"Command to refresh GCP authentication (e.g., gcloud auth application-default login)\",\n \"type\": \"string\"\n },\n \"policyHelper\": {\n \"description\": \"Executable that computes managed settings at startup. Honored only from admin-controlled policy sources.\",\n \"type\": \"object\",\n \"properties\": {\n \"path\": {\n \"description\": \"Absolute path to the helper executable\",\n \"type\": \"string\"\n },\n \"timeoutMs\": {\n \"type\": \"integer\",\n \"minimum\": 1000,\n \"maximum\": 9007199254740991\n },\n \"refreshIntervalMs\": {\n \"anyOf\": [\n {\n \"type\": \"number\",\n \"const\": 0\n },\n {\n \"type\": \"integer\",\n \"minimum\": 60000,\n \"maximum\": 9007199254740991\n }\n ]\n }\n },\n \"required\": [\n \"path\"\n ]\n },\n \"fileSuggestion\": {\n \"description\": \"Custom file suggestion configuration for @ mentions\",\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"type\": \"string\",\n \"const\": \"command\"\n },\n \"command\": {\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"type\",\n \"command\"\n ]\n },\n \"respectGitignore\": {\n \"description\": \"Whether file picker should respect .gitignore files (default: true). Note: .ignore files are always respected.\",\n \"type\": \"boolean\"\n },\n \"cleanupPeriodDays\": {\n \"description\": \"Number of days to retain chat transcripts before automatic cleanup (default: 30). Minimum 1. Use a large value for long retention; use --no-session-persistence to disable transcript writes entirely.\",\n \"type\": \"integer\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 9007199254740991\n },\n \"skillListingMaxDescChars\": {\n \"description\": \"Per-skill description character cap in the skill listing sent to Claude (default: 1536). Descriptions longer than this are truncated. Raise to opt in to higher per-turn context cost.\",\n \"type\": \"integer\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 9007199254740991\n },\n \"skillListingBudgetFraction\": {\n \"description\": \"Fraction of the context window (in characters) reserved for the skill listing sent to Claude (default: 0.01 = 1%). When the listing exceeds this, descriptions are shortened to fit. Raise to opt in to higher per-turn context cost.\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 1\n },\n \"wslInheritsWindowsSettings\": {\n \"description\": \"When set to true in either admin-only Windows source — the HKLM SOFTWARE/Policies/ClaudeCode registry key or C:/Program Files/ClaudeCode/managed-settings.json — WSL reads managed settings from the full Windows policy chain (HKLM, C:/Program Files/ClaudeCode via DrvFs, HKCU) in addition to /etc/claude-code. Windows sources take priority. The flag is also required in HKCU itself for HKCU policy to apply on WSL (double opt-in: admin enables the chain, user confirms HKCU). On native Windows the flag has no effect.\",\n \"type\": \"boolean\"\n },\n \"env\": {\n \"description\": \"Environment variables to set for Claude Code sessions\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n },\n \"attribution\": {\n \"description\": \"Customize attribution text for commits and PRs. Each field defaults to the standard Claude Code attribution if not set.\",\n \"type\": \"object\",\n \"properties\": {\n \"commit\": {\n \"description\": \"Attribution text for git commits, including any trailers. Empty string hides attribution.\",\n \"type\": \"string\"\n },\n \"pr\": {\n \"description\": \"Attribution text for pull request descriptions. Empty string hides attribution.\",\n \"type\": \"string\"\n }\n }\n },\n \"includeCoAuthoredBy\": {\n \"description\": \"Deprecated: Use attribution instead. Whether to include Claude's co-authored by attribution in commits and PRs (defaults to true)\",\n \"type\": \"boolean\"\n },\n \"includeGitInstructions\": {\n \"description\": \"Include built-in commit and PR workflow instructions in Claude's system prompt (default: true)\",\n \"type\": \"boolean\"\n },\n \"permissions\": {\n \"description\": \"Tool usage permissions configuration\",\n \"type\": \"object\",\n \"properties\": {\n \"allow\": {\n \"description\": \"List of permission rules for allowed operations\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"deny\": {\n \"description\": \"List of permission rules for denied operations\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"ask\": {\n \"description\": \"List of permission rules that should always prompt for confirmation\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"defaultMode\": {\n \"description\": \"Default permission mode when Claude Code needs access\",\n \"type\": \"string\",\n \"enum\": [\n \"acceptEdits\",\n \"auto\",\n \"bypassPermissions\",\n \"default\",\n \"dontAsk\",\n \"plan\"\n ]\n },\n \"disableBypassPermissionsMode\": {\n \"description\": \"Disable the ability to bypass permission prompts\",\n \"type\": \"string\",\n \"enum\": [\n \"disable\"\n ]\n },\n \"disableAutoMode\": {\n \"description\": \"Disable auto mode\",\n \"type\": \"string\",\n \"enum\": [\n \"disable\"\n ]\n },\n \"additionalDirectories\": {\n \"description\": \"Additional directories to include in the permission scope\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"additionalProperties\": {}\n },\n \"model\": {\n \"description\": \"Override the default model used by Claude Code\",\n \"type\": \"string\"\n },\n \"availableModels\": {\n \"description\": \"Allowlist of models that users can select. Accepts family aliases (\\\"opus\\\" allows any opus version), version prefixes (\\\"opus-4-5\\\" allows only that version), and full model IDs. If undefined, all models are available. If empty array, only the default model is available. Typically set in managed settings by enterprise administrators.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"modelOverrides\": {\n \"description\": \"Override mapping from Anthropic model ID (e.g. \\\"claude-opus-4-6\\\") to provider-specific model ID (e.g. a Bedrock inference profile ARN). Typically set in managed settings by enterprise administrators.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n },\n \"enableAllProjectMcpServers\": {\n \"description\": \"Whether to automatically approve all MCP servers in the project\",\n \"type\": \"boolean\"\n },\n \"enabledMcpjsonServers\": {\n \"description\": \"List of approved MCP servers from .mcp.json\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"disabledMcpjsonServers\": {\n \"description\": \"List of rejected MCP servers from .mcp.json\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"skillOverrides\": {\n \"description\": \"Per-skill listing overrides keyed by skill name. \\\"name-only\\\" lists the skill without its description; \\\"user-invocable-only\\\" hides it from the model but keeps /name; \\\"off\\\" hides it from both. Absent = on.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\",\n \"enum\": [\n \"on\",\n \"name-only\",\n \"user-invocable-only\",\n \"off\"\n ]\n }\n },\n \"allowedMcpServers\": {\n \"description\": \"Enterprise allowlist of MCP servers that can be used. Applies to all scopes including enterprise servers from managed-mcp.json. If undefined, all servers are allowed. If empty array, no servers are allowed. Denylist takes precedence - if a server is on both lists, it is denied.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"serverName\": {\n \"description\": \"Name of the MCP server that users are allowed to configure\",\n \"type\": \"string\",\n \"pattern\": \"^[a-zA-Z0-9_-]+$\"\n },\n \"serverCommand\": {\n \"description\": \"Command array [command, ...args] to match exactly for allowed stdio servers\",\n \"minItems\": 1,\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"serverUrl\": {\n \"description\": \"URL pattern with wildcard support (e.g., \\\"https://*.example.com/*\\\") for allowed remote MCP servers\",\n \"type\": \"string\"\n }\n }\n }\n },\n \"deniedMcpServers\": {\n \"description\": \"Enterprise denylist of MCP servers that are explicitly blocked. If a server is on the denylist, it will be blocked across all scopes including enterprise. Denylist takes precedence over allowlist - if a server is on both lists, it is denied.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"serverName\": {\n \"description\": \"Name of the MCP server that is explicitly blocked\",\n \"type\": \"string\",\n \"pattern\": \"^[a-zA-Z0-9_-]+$\"\n },\n \"serverCommand\": {\n \"description\": \"Command array [command, ...args] to match exactly for blocked stdio servers\",\n \"minItems\": 1,\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"serverUrl\": {\n \"description\": \"URL pattern with wildcard support (e.g., \\\"https://*.example.com/*\\\") for blocked remote MCP servers\",\n \"type\": \"string\"\n }\n }\n }\n },\n \"hooks\": {\n \"description\": \"Custom commands to run before/after tool executions\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"anyOf\": [\n {\n \"type\": \"string\",\n \"enum\": [\n \"PreToolUse\",\n \"PostToolUse\",\n \"PostToolUseFailure\",\n \"PostToolBatch\",\n \"Notification\",\n \"UserPromptSubmit\",\n \"UserPromptExpansion\",\n \"SessionStart\",\n \"SessionEnd\",\n \"Stop\",\n \"StopFailure\",\n \"SubagentStart\",\n \"SubagentStop\",\n \"PreCompact\",\n \"PostCompact\",\n \"PermissionRequest\",\n \"PermissionDenied\",\n \"Setup\",\n \"TeammateIdle\",\n \"TaskCreated\",\n \"TaskCompleted\",\n \"Elicitation\",\n \"ElicitationResult\",\n \"ConfigChange\",\n \"WorktreeCreate\",\n \"WorktreeRemove\",\n \"InstructionsLoaded\",\n \"CwdChanged\",\n \"FileChanged\"\n ]\n },\n {\n \"not\": {}\n }\n ]\n },\n \"additionalProperties\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"matcher\": {\n \"description\": \"String pattern to match (e.g. tool names like \\\"Write\\\")\",\n \"type\": \"string\"\n },\n \"hooks\": {\n \"description\": \"List of hooks to execute when the matcher matches\",\n \"type\": \"array\",\n \"items\": {\n \"anyOf\": [\n {\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"description\": \"Shell command hook type\",\n \"type\": \"string\",\n \"const\": \"command\"\n },\n \"command\": {\n \"description\": \"Shell command to execute\",\n \"type\": \"string\"\n },\n \"args\": {\n \"description\": \"Argument list for exec form. When present, `command` is resolved as an executable and spawned directly with these arguments — no shell. Path placeholders like ${CLAUDE_PLUGIN_ROOT} are substituted per-element as plain strings, so paths with quotes, $, or backticks never reach a shell parser. When absent, `command` runs through a shell (bash on POSIX, PowerShell on Windows without Git Bash).\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"if\": {\n \"description\": \"Permission rule syntax to filter when this hook runs (e.g., \\\"Bash(git *)\\\"). Only runs if the tool call matches the pattern. Avoids spawning hooks for non-matching commands.\",\n \"type\": \"string\"\n },\n \"shell\": {\n \"description\": \"Shell interpreter. 'bash' uses your $SHELL (bash/zsh/sh); 'powershell' uses pwsh. Defaults to bash (powershell on Windows without Git Bash).\",\n \"type\": \"string\",\n \"enum\": [\n \"bash\",\n \"powershell\"\n ]\n },\n \"timeout\": {\n \"description\": \"Timeout in seconds for this specific command\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0\n },\n \"statusMessage\": {\n \"description\": \"Custom status message to display in spinner while hook runs\",\n \"type\": \"string\"\n },\n \"once\": {\n \"description\": \"If true, hook runs once and is removed after execution\",\n \"type\": \"boolean\"\n },\n \"async\": {\n \"description\": \"If true, hook runs in background without blocking\",\n \"type\": \"boolean\"\n },\n \"asyncRewake\": {\n \"description\": \"If true, hook runs in background and wakes the model on exit code 2 (blocking error). Implies async.\",\n \"type\": \"boolean\"\n },\n \"rewakeMessage\": {\n \"description\": \"@internal Custom prefix for the system-reminder shown to the model when an asyncRewake hook exits with code 2. The hook output is appended after this prefix.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"rewakeSummary\": {\n \"description\": \"@internal One-line summary shown to the user in the terminal when an asyncRewake hook exits with code 2. Defaults to \\\"Stop hook feedback\\\".\",\n \"type\": \"string\",\n \"minLength\": 1\n }\n },\n \"required\": [\n \"type\",\n \"command\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"description\": \"LLM prompt hook type\",\n \"type\": \"string\",\n \"const\": \"prompt\"\n },\n \"prompt\": {\n \"description\": \"Prompt to evaluate with LLM. Use $ARGUMENTS placeholder for hook input JSON.\",\n \"type\": \"string\"\n },\n \"if\": {\n \"description\": \"Permission rule syntax to filter when this hook runs (e.g., \\\"Bash(git *)\\\"). Only runs if the tool call matches the pattern. Avoids spawning hooks for non-matching commands.\",\n \"type\": \"string\"\n },\n \"timeout\": {\n \"description\": \"Timeout in seconds for this specific prompt evaluation\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0\n },\n \"model\": {\n \"description\": \"Model to use for this prompt hook (e.g., \\\"claude-sonnet-4-6\\\"). If not specified, uses the default small fast model.\",\n \"type\": \"string\"\n },\n \"continueOnBlock\": {\n \"description\": \"Sets the continue value for the decision:\\\"block\\\" produced when ok is false. Default false (turn ends). Whether continue:true lets the turn proceed depends on the event's decision:\\\"block\\\" semantics. On PostToolUse, the reason is fed back to Claude and the turn continues.\",\n \"type\": \"boolean\"\n },\n \"statusMessage\": {\n \"description\": \"Custom status message to display in spinner while hook runs\",\n \"type\": \"string\"\n },\n \"once\": {\n \"description\": \"If true, hook runs once and is removed after execution\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"type\",\n \"prompt\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"description\": \"Agentic verifier hook type\",\n \"type\": \"string\",\n \"const\": \"agent\"\n },\n \"prompt\": {\n \"description\": \"Prompt describing what to verify (e.g. \\\"Verify that unit tests ran and passed.\\\"). Use $ARGUMENTS placeholder for hook input JSON.\",\n \"type\": \"string\"\n },\n \"if\": {\n \"description\": \"Permission rule syntax to filter when this hook runs (e.g., \\\"Bash(git *)\\\"). Only runs if the tool call matches the pattern. Avoids spawning hooks for non-matching commands.\",\n \"type\": \"string\"\n },\n \"timeout\": {\n \"description\": \"Timeout in seconds for agent execution (default 60)\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0\n },\n \"model\": {\n \"description\": \"Model to use for this agent hook (e.g., \\\"claude-sonnet-4-6\\\"). If not specified, uses Haiku.\",\n \"type\": \"string\"\n },\n \"statusMessage\": {\n \"description\": \"Custom status message to display in spinner while hook runs\",\n \"type\": \"string\"\n },\n \"once\": {\n \"description\": \"If true, hook runs once and is removed after execution\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"type\",\n \"prompt\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"description\": \"HTTP hook type\",\n \"type\": \"string\",\n \"const\": \"http\"\n },\n \"url\": {\n \"description\": \"URL to POST the hook input JSON to\",\n \"type\": \"string\",\n \"format\": \"uri\"\n },\n \"if\": {\n \"description\": \"Permission rule syntax to filter when this hook runs (e.g., \\\"Bash(git *)\\\"). Only runs if the tool call matches the pattern. Avoids spawning hooks for non-matching commands.\",\n \"type\": \"string\"\n },\n \"timeout\": {\n \"description\": \"Timeout in seconds for this specific request\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0\n },\n \"headers\": {\n \"description\": \"Additional headers to include in the request. Values may reference environment variables using $VAR_NAME or ${VAR_NAME} syntax (e.g., \\\"Authorization\\\": \\\"Bearer $MY_TOKEN\\\"). Only variables listed in allowedEnvVars will be interpolated.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n },\n \"allowedEnvVars\": {\n \"description\": \"Explicit list of environment variable names that may be interpolated in header values. Only variables listed here will be resolved; all other $VAR references are left as empty strings. Required for env var interpolation to work.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"statusMessage\": {\n \"description\": \"Custom status message to display in spinner while hook runs\",\n \"type\": \"string\"\n },\n \"once\": {\n \"description\": \"If true, hook runs once and is removed after execution\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"type\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"description\": \"MCP tool hook type\",\n \"type\": \"string\",\n \"const\": \"mcp_tool\"\n },\n \"server\": {\n \"description\": \"Name of an already-configured MCP server to invoke\",\n \"type\": \"string\"\n },\n \"tool\": {\n \"description\": \"Name of the tool on that server to call\",\n \"type\": \"string\"\n },\n \"input\": {\n \"description\": \"Arguments passed to the MCP tool. String values support ${path} interpolation from the hook input JSON (e.g. \\\"${tool_input.file_path}\\\").\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {}\n },\n \"if\": {\n \"description\": \"Permission rule syntax to filter when this hook runs (e.g., \\\"Bash(git *)\\\"). Only runs if the tool call matches the pattern. Avoids spawning hooks for non-matching commands.\",\n \"type\": \"string\"\n },\n \"timeout\": {\n \"description\": \"Timeout in seconds for this specific tool call\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0\n },\n \"statusMessage\": {\n \"description\": \"Custom status message to display in spinner while hook runs\",\n \"type\": \"string\"\n },\n \"once\": {\n \"description\": \"If true, hook runs once and is removed after execution\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"type\",\n \"server\",\n \"tool\"\n ]\n }\n ]\n }\n }\n },\n \"required\": [\n \"hooks\"\n ]\n }\n }\n },\n \"worktree\": {\n \"description\": \"Git worktree configuration for --worktree flag.\",\n \"type\": \"object\",\n \"properties\": {\n \"symlinkDirectories\": {\n \"description\": \"Directories to symlink from main repository to worktrees to avoid disk bloat. Must be explicitly configured - no directories are symlinked by default. Common examples: \\\"node_modules\\\", \\\".cache\\\", \\\".bin\\\"\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include when creating worktrees, via git sparse-checkout (cone mode). Dramatically faster in large monorepos — only the listed paths are written to disk.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"baseRef\": {\n \"description\": \"Which ref new worktrees branch from. 'fresh' (default) branches from origin/<default-branch> for a clean tree. 'head' branches from your current local HEAD so unpushed commits and feature-branch state are present. Applies to --worktree, EnterWorktree, and agent isolation.\",\n \"type\": \"string\",\n \"enum\": [\n \"fresh\",\n \"head\"\n ]\n }\n }\n },\n \"disableAllHooks\": {\n \"description\": \"Disable all hooks and statusLine execution\",\n \"type\": \"boolean\"\n },\n \"disableAgentView\": {\n \"description\": \"Disable agent view (`claude agents`, `--bg`, /background, the on-demand daemon). Typically set in managed settings. Equivalent to CLAUDE_CODE_DISABLE_AGENT_VIEW=1.\",\n \"type\": \"boolean\"\n },\n \"disableRemoteControl\": {\n \"description\": \"Disable Remote Control (claude.ai/code, `claude remote-control`, `--remote-control`/`--rc`, auto-start, and the in-session toggle). Typically set in managed settings.\",\n \"type\": \"boolean\"\n },\n \"disableSkillShellExecution\": {\n \"description\": \"Disable inline shell execution in skills and custom slash commands from user, project, or plugin sources. Commands are replaced with a placeholder instead of being run.\",\n \"type\": \"boolean\"\n },\n \"defaultShell\": {\n \"description\": \"Default shell for input-box ! commands. Defaults to 'bash' on all platforms (no Windows auto-flip).\",\n \"type\": \"string\",\n \"enum\": [\n \"bash\",\n \"powershell\"\n ]\n },\n \"allowManagedHooksOnly\": {\n \"description\": \"When true (and set in managed settings), only hooks from managed settings run. User, project, and local hooks are ignored.\",\n \"type\": \"boolean\"\n },\n \"allowedHttpHookUrls\": {\n \"description\": \"Allowlist of URL patterns that HTTP hooks may target. Supports * as a wildcard (e.g. \\\"https://hooks.example.com/*\\\"). When set, HTTP hooks with non-matching URLs are blocked. If undefined, all URLs are allowed. If empty array, no HTTP hooks are allowed. Arrays merge across settings sources (same semantics as allowedMcpServers).\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"httpHookAllowedEnvVars\": {\n \"description\": \"Allowlist of environment variable names HTTP hooks may interpolate into headers. When set, each hook's effective allowedEnvVars is the intersection with this list. If undefined, no restriction is applied. Arrays merge across settings sources (same semantics as allowedMcpServers).\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"allowManagedPermissionRulesOnly\": {\n \"description\": \"When true (and set in managed settings), only permission rules (allow/deny/ask) from managed settings are respected. User, project, local, and CLI argument permission rules are ignored.\",\n \"type\": \"boolean\"\n },\n \"allowManagedMcpServersOnly\": {\n \"description\": \"When true (and set in managed settings), allowedMcpServers is only read from managed settings. deniedMcpServers still merges from all sources, so users can deny servers for themselves. Users can still add their own MCP servers, but only the admin-defined allowlist applies.\",\n \"type\": \"boolean\"\n },\n \"strictPluginOnlyCustomization\": {\n \"description\": \"When set in managed settings, blocks non-plugin customization sources for the listed surfaces. Array form locks specific surfaces (e.g. [\\\"skills\\\", \\\"hooks\\\"]); `true` locks all four; `false` is an explicit no-op. Blocked: ~/.claude/{surface}/, .claude/{surface}/ (project), settings.json hooks, .mcp.json. NOT blocked: managed (policySettings) sources, plugin-provided customizations. Composes with strictKnownMarketplaces for end-to-end admin control — plugins gated by marketplace allowlist, everything else blocked here.\",\n \"anyOf\": [\n {\n \"type\": \"boolean\"\n },\n {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\",\n \"enum\": [\n \"skills\",\n \"agents\",\n \"hooks\",\n \"mcp\"\n ]\n }\n }\n ]\n },\n \"statusLine\": {\n \"description\": \"Custom status line display configuration\",\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"type\": \"string\",\n \"const\": \"command\"\n },\n \"command\": {\n \"type\": \"string\"\n },\n \"padding\": {\n \"type\": \"number\"\n },\n \"refreshInterval\": {\n \"description\": \"Re-run the status line command every N seconds in addition to event-driven updates\",\n \"type\": \"number\",\n \"minimum\": 1\n },\n \"hideVimModeIndicator\": {\n \"description\": \"Hide the built-in `-- INSERT --` / `-- VISUAL --` indicator below the prompt. Use this when your status line script renders `vim.mode` itself.\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"type\",\n \"command\"\n ]\n },\n \"prUrlTemplate\": {\n \"description\": \"URL template for PR links in the footer badge and inline messages. Placeholders: {host} {owner} {repo} {number} {url}. Example: \\\"https://reviews.example.com/{owner}/{repo}/pull/{number}\\\"\",\n \"type\": \"string\"\n },\n \"subagentStatusLine\": {\n \"description\": \"Custom per-subagent status line shown in the agent panel; receives row context as JSON on stdin\",\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"type\": \"string\",\n \"const\": \"command\"\n },\n \"command\": {\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"type\",\n \"command\"\n ]\n },\n \"enabledPlugins\": {\n \"description\": \"Enabled plugins using plugin-id@marketplace-id format. Example: { \\\"formatter@anthropic-tools\\\": true }. Also supports extended format with version constraints. Settings precedence is user < project < local < flag < policy, so to disable a plugin that project settings enable, set it to false in .claude/settings.local.json — setting false in ~/.claude/settings.json is overridden by the project.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"anyOf\": [\n {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n {\n \"type\": \"boolean\"\n },\n {\n \"not\": {}\n }\n ]\n }\n },\n \"extraKnownMarketplaces\": {\n \"description\": \"Additional marketplaces to make available for this repository. Typically used in repository .claude/settings.json to ensure team members have required plugin sources.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"description\": \"Where to fetch the marketplace from\",\n \"anyOf\": [\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Direct URL to marketplace.json file\",\n \"type\": \"string\",\n \"format\": \"uri\"\n },\n \"headers\": {\n \"description\": \"Custom HTTP headers (e.g., for authentication)\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git\"\n },\n \"url\": {\n \"description\": \"Full git repository URL\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"NPM package containing marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"file\"\n },\n \"path\": {\n \"description\": \"Local file path to marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"directory\"\n },\n \"path\": {\n \"description\": \"Local directory containing .claude-plugin/marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"hostPattern\"\n },\n \"hostPattern\": {\n \"description\": \"Regex pattern to match the host/domain extracted from any marketplace source type. For github sources, matches against \\\"github.com\\\". For git sources (SSH or HTTPS), extracts the hostname from the URL. Use in strictKnownMarketplaces to allow all marketplaces from a specific host (e.g., \\\"^github\\\\.mycompany\\\\.com$\\\").\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"hostPattern\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"pathPattern\"\n },\n \"pathPattern\": {\n \"description\": \"Regex pattern matched against the .path field of file and directory sources. Use in strictKnownMarketplaces to allow filesystem-based marketplaces alongside hostPattern restrictions for network sources. Use \\\".*\\\" to allow all filesystem paths, or a narrower pattern (e.g., \\\"^/opt/approved/\\\") to restrict to specific directories.\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"pathPattern\"\n ]\n },\n {\n \"description\": \"Inline marketplace manifest defined directly in settings.json. The reconciler writes a synthetic marketplace.json to the cache; diffMarketplaces detects edits via isEqual on the stored source (the plugins array is inside this object, so edits surface as sourceChanged).\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"settings\"\n },\n \"name\": {\n \"description\": \"Marketplace name. Must match the extraKnownMarketplaces key (enforced); the synthetic manifest is written under this name. Same validation as PluginMarketplaceSchema plus reserved-name rejection — validateOfficialNameSource runs after the disk write, too late to clean up.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"plugins\": {\n \"description\": \"Plugin entries declared inline in settings.json\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Plugin name as it appears in the target repository\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"source\": {\n \"description\": \"Where to fetch the plugin from. Must be a remote source — relative paths have no marketplace repository to resolve against.\",\n \"anyOf\": [\n {\n \"description\": \"Path to the plugin root, relative to the marketplace root (the directory containing .claude-plugin/, not .claude-plugin/ itself)\",\n \"type\": \"string\",\n \"pattern\": \"^\\\\.\\\\/.*\"\n },\n {\n \"description\": \"NPM package as plugin source\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"Package name (or url, or local path, or anything else that can be passed to `npm` as a package)\",\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"string\"\n }\n ]\n },\n \"version\": {\n \"description\": \"Specific version or version range (e.g., ^1.0.0, ~2.1.0)\",\n \"type\": \"string\"\n },\n \"registry\": {\n \"description\": \"Custom NPM registry URL (defaults to using system default, likely npmjs.org)\",\n \"type\": \"string\",\n \"format\": \"uri\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Full git repository URL (https:// or git@)\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"description\": \"Plugin located in a subdirectory of a larger repository (monorepo). Only the specified subdirectory is materialized; the rest of the repo is not downloaded.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git-subdir\"\n },\n \"url\": {\n \"description\": \"Git repository: GitHub owner/repo shorthand, https://, or git@ URL\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Subdirectory within the repo containing the plugin (e.g., \\\"tools/claude-plugin\\\"). Cloned sparsely using partial clone (--filter=tree:0) to minimize bandwidth for monorepos.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\",\n \"path\"\n ]\n },\n {\n \"description\": \"Placeholder for source types this Claude Code version does not recognize. Never authored by hand — PluginMarketplaceSchema rewrites unparseable sources to this so the entry remains in marketplace.plugins (detectDelistedPlugins must not see it as removed). Install attempts fail at cachePlugin with a clear \\\"update Claude Code\\\" message.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"unsupported\"\n }\n },\n \"required\": [\n \"source\"\n ]\n }\n ]\n },\n \"description\": {\n \"type\": \"string\"\n },\n \"version\": {\n \"type\": \"string\"\n },\n \"strict\": {\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"name\",\n \"source\"\n ]\n }\n },\n \"owner\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Display name of the plugin author or organization\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"email\": {\n \"description\": \"Contact email for support or feedback\",\n \"type\": \"string\"\n },\n \"url\": {\n \"description\": \"Website, GitHub profile, or organization URL\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"name\"\n ]\n }\n },\n \"required\": [\n \"source\",\n \"name\",\n \"plugins\"\n ]\n }\n ]\n },\n \"installLocation\": {\n \"description\": \"Local cache path where marketplace manifest is stored (auto-generated if not provided)\",\n \"type\": \"string\"\n },\n \"autoUpdate\": {\n \"description\": \"Whether to automatically update this marketplace and its installed plugins on startup\",\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"source\"\n ]\n }\n },\n \"strictKnownMarketplaces\": {\n \"description\": \"Enterprise strict list of allowed marketplace sources. When set in managed settings, ONLY these exact sources can be added as marketplaces. The check happens BEFORE downloading, so blocked sources never touch the filesystem. Note: this is a policy gate only — it does NOT register marketplaces. To pre-register allowed marketplaces for users, also set extraKnownMarketplaces.\",\n \"type\": \"array\",\n \"items\": {\n \"anyOf\": [\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Direct URL to marketplace.json file\",\n \"type\": \"string\",\n \"format\": \"uri\"\n },\n \"headers\": {\n \"description\": \"Custom HTTP headers (e.g., for authentication)\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git\"\n },\n \"url\": {\n \"description\": \"Full git repository URL\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"NPM package containing marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"file\"\n },\n \"path\": {\n \"description\": \"Local file path to marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"directory\"\n },\n \"path\": {\n \"description\": \"Local directory containing .claude-plugin/marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"hostPattern\"\n },\n \"hostPattern\": {\n \"description\": \"Regex pattern to match the host/domain extracted from any marketplace source type. For github sources, matches against \\\"github.com\\\". For git sources (SSH or HTTPS), extracts the hostname from the URL. Use in strictKnownMarketplaces to allow all marketplaces from a specific host (e.g., \\\"^github\\\\.mycompany\\\\.com$\\\").\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"hostPattern\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"pathPattern\"\n },\n \"pathPattern\": {\n \"description\": \"Regex pattern matched against the .path field of file and directory sources. Use in strictKnownMarketplaces to allow filesystem-based marketplaces alongside hostPattern restrictions for network sources. Use \\\".*\\\" to allow all filesystem paths, or a narrower pattern (e.g., \\\"^/opt/approved/\\\") to restrict to specific directories.\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"pathPattern\"\n ]\n },\n {\n \"description\": \"Inline marketplace manifest defined directly in settings.json. The reconciler writes a synthetic marketplace.json to the cache; diffMarketplaces detects edits via isEqual on the stored source (the plugins array is inside this object, so edits surface as sourceChanged).\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"settings\"\n },\n \"name\": {\n \"description\": \"Marketplace name. Must match the extraKnownMarketplaces key (enforced); the synthetic manifest is written under this name. Same validation as PluginMarketplaceSchema plus reserved-name rejection — validateOfficialNameSource runs after the disk write, too late to clean up.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"plugins\": {\n \"description\": \"Plugin entries declared inline in settings.json\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Plugin name as it appears in the target repository\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"source\": {\n \"description\": \"Where to fetch the plugin from. Must be a remote source — relative paths have no marketplace repository to resolve against.\",\n \"anyOf\": [\n {\n \"description\": \"Path to the plugin root, relative to the marketplace root (the directory containing .claude-plugin/, not .claude-plugin/ itself)\",\n \"type\": \"string\",\n \"pattern\": \"^\\\\.\\\\/.*\"\n },\n {\n \"description\": \"NPM package as plugin source\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"Package name (or url, or local path, or anything else that can be passed to `npm` as a package)\",\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"string\"\n }\n ]\n },\n \"version\": {\n \"description\": \"Specific version or version range (e.g., ^1.0.0, ~2.1.0)\",\n \"type\": \"string\"\n },\n \"registry\": {\n \"description\": \"Custom NPM registry URL (defaults to using system default, likely npmjs.org)\",\n \"type\": \"string\",\n \"format\": \"uri\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Full git repository URL (https:// or git@)\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"description\": \"Plugin located in a subdirectory of a larger repository (monorepo). Only the specified subdirectory is materialized; the rest of the repo is not downloaded.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git-subdir\"\n },\n \"url\": {\n \"description\": \"Git repository: GitHub owner/repo shorthand, https://, or git@ URL\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Subdirectory within the repo containing the plugin (e.g., \\\"tools/claude-plugin\\\"). Cloned sparsely using partial clone (--filter=tree:0) to minimize bandwidth for monorepos.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\",\n \"path\"\n ]\n },\n {\n \"description\": \"Placeholder for source types this Claude Code version does not recognize. Never authored by hand — PluginMarketplaceSchema rewrites unparseable sources to this so the entry remains in marketplace.plugins (detectDelistedPlugins must not see it as removed). Install attempts fail at cachePlugin with a clear \\\"update Claude Code\\\" message.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"unsupported\"\n }\n },\n \"required\": [\n \"source\"\n ]\n }\n ]\n },\n \"description\": {\n \"type\": \"string\"\n },\n \"version\": {\n \"type\": \"string\"\n },\n \"strict\": {\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"name\",\n \"source\"\n ]\n }\n },\n \"owner\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Display name of the plugin author or organization\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"email\": {\n \"description\": \"Contact email for support or feedback\",\n \"type\": \"string\"\n },\n \"url\": {\n \"description\": \"Website, GitHub profile, or organization URL\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"name\"\n ]\n }\n },\n \"required\": [\n \"source\",\n \"name\",\n \"plugins\"\n ]\n }\n ]\n }\n },\n \"blockedMarketplaces\": {\n \"description\": \"Enterprise blocklist of marketplace sources. When set in managed settings, these exact sources are blocked from being added as marketplaces. The check happens BEFORE downloading, so blocked sources never touch the filesystem.\",\n \"type\": \"array\",\n \"items\": {\n \"anyOf\": [\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Direct URL to marketplace.json file\",\n \"type\": \"string\",\n \"format\": \"uri\"\n },\n \"headers\": {\n \"description\": \"Custom HTTP headers (e.g., for authentication)\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git\"\n },\n \"url\": {\n \"description\": \"Full git repository URL\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Path to marketplace.json within repo (defaults to .claude-plugin/marketplace.json)\",\n \"type\": \"string\"\n },\n \"sparsePaths\": {\n \"description\": \"Directories to include via git sparse-checkout (cone mode). Use for monorepos where the marketplace lives in a subdirectory. Example: [\\\".claude-plugin\\\", \\\"plugins\\\"]. If omitted, the full repository is cloned.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"NPM package containing marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"file\"\n },\n \"path\": {\n \"description\": \"Local file path to marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"directory\"\n },\n \"path\": {\n \"description\": \"Local directory containing .claude-plugin/marketplace.json\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"path\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"hostPattern\"\n },\n \"hostPattern\": {\n \"description\": \"Regex pattern to match the host/domain extracted from any marketplace source type. For github sources, matches against \\\"github.com\\\". For git sources (SSH or HTTPS), extracts the hostname from the URL. Use in strictKnownMarketplaces to allow all marketplaces from a specific host (e.g., \\\"^github\\\\.mycompany\\\\.com$\\\").\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"hostPattern\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"pathPattern\"\n },\n \"pathPattern\": {\n \"description\": \"Regex pattern matched against the .path field of file and directory sources. Use in strictKnownMarketplaces to allow filesystem-based marketplaces alongside hostPattern restrictions for network sources. Use \\\".*\\\" to allow all filesystem paths, or a narrower pattern (e.g., \\\"^/opt/approved/\\\") to restrict to specific directories.\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"source\",\n \"pathPattern\"\n ]\n },\n {\n \"description\": \"Inline marketplace manifest defined directly in settings.json. The reconciler writes a synthetic marketplace.json to the cache; diffMarketplaces detects edits via isEqual on the stored source (the plugins array is inside this object, so edits surface as sourceChanged).\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"settings\"\n },\n \"name\": {\n \"description\": \"Marketplace name. Must match the extraKnownMarketplaces key (enforced); the synthetic manifest is written under this name. Same validation as PluginMarketplaceSchema plus reserved-name rejection — validateOfficialNameSource runs after the disk write, too late to clean up.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"plugins\": {\n \"description\": \"Plugin entries declared inline in settings.json\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Plugin name as it appears in the target repository\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"source\": {\n \"description\": \"Where to fetch the plugin from. Must be a remote source — relative paths have no marketplace repository to resolve against.\",\n \"anyOf\": [\n {\n \"description\": \"Path to the plugin root, relative to the marketplace root (the directory containing .claude-plugin/, not .claude-plugin/ itself)\",\n \"type\": \"string\",\n \"pattern\": \"^\\\\.\\\\/.*\"\n },\n {\n \"description\": \"NPM package as plugin source\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"npm\"\n },\n \"package\": {\n \"description\": \"Package name (or url, or local path, or anything else that can be passed to `npm` as a package)\",\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"string\"\n }\n ]\n },\n \"version\": {\n \"description\": \"Specific version or version range (e.g., ^1.0.0, ~2.1.0)\",\n \"type\": \"string\"\n },\n \"registry\": {\n \"description\": \"Custom NPM registry URL (defaults to using system default, likely npmjs.org)\",\n \"type\": \"string\",\n \"format\": \"uri\"\n }\n },\n \"required\": [\n \"source\",\n \"package\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"url\"\n },\n \"url\": {\n \"description\": \"Full git repository URL (https:// or git@)\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\"\n ]\n },\n {\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"github\"\n },\n \"repo\": {\n \"description\": \"GitHub repository in owner/repo format\",\n \"type\": \"string\"\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"repo\"\n ]\n },\n {\n \"description\": \"Plugin located in a subdirectory of a larger repository (monorepo). Only the specified subdirectory is materialized; the rest of the repo is not downloaded.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"git-subdir\"\n },\n \"url\": {\n \"description\": \"Git repository: GitHub owner/repo shorthand, https://, or git@ URL\",\n \"type\": \"string\"\n },\n \"path\": {\n \"description\": \"Subdirectory within the repo containing the plugin (e.g., \\\"tools/claude-plugin\\\"). Cloned sparsely using partial clone (--filter=tree:0) to minimize bandwidth for monorepos.\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"ref\": {\n \"description\": \"Git branch or tag to use (e.g., \\\"main\\\", \\\"v1.0.0\\\"). Defaults to repository default branch.\",\n \"type\": \"string\"\n },\n \"sha\": {\n \"description\": \"Specific commit SHA to use\",\n \"type\": \"string\",\n \"minLength\": 40,\n \"maxLength\": 40,\n \"pattern\": \"^[a-f0-9]{40}$\"\n }\n },\n \"required\": [\n \"source\",\n \"url\",\n \"path\"\n ]\n },\n {\n \"description\": \"Placeholder for source types this Claude Code version does not recognize. Never authored by hand — PluginMarketplaceSchema rewrites unparseable sources to this so the entry remains in marketplace.plugins (detectDelistedPlugins must not see it as removed). Install attempts fail at cachePlugin with a clear \\\"update Claude Code\\\" message.\",\n \"type\": \"object\",\n \"properties\": {\n \"source\": {\n \"type\": \"string\",\n \"const\": \"unsupported\"\n }\n },\n \"required\": [\n \"source\"\n ]\n }\n ]\n },\n \"description\": {\n \"type\": \"string\"\n },\n \"version\": {\n \"type\": \"string\"\n },\n \"strict\": {\n \"type\": \"boolean\"\n }\n },\n \"required\": [\n \"name\",\n \"source\"\n ]\n }\n },\n \"owner\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"description\": \"Display name of the plugin author or organization\",\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"email\": {\n \"description\": \"Contact email for support or feedback\",\n \"type\": \"string\"\n },\n \"url\": {\n \"description\": \"Website, GitHub profile, or organization URL\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"name\"\n ]\n }\n },\n \"required\": [\n \"source\",\n \"name\",\n \"plugins\"\n ]\n }\n ]\n }\n },\n \"forceLoginMethod\": {\n \"description\": \"Force a specific login method: \\\"claudeai\\\" for Claude Pro/Max, \\\"console\\\" for Console billing\",\n \"type\": \"string\",\n \"enum\": [\n \"claudeai\",\n \"console\"\n ]\n },\n \"parentSettingsBehavior\": {\n \"description\": \"Controls whether the SDK parent tier (Options.managedSettings / --managed-settings) layers under this admin tier. \\\"first-wins\\\" (default): parent is dropped — admin tiers are the only policy source. \\\"merge\\\": parent's restrictive-only-filtered settings union under the admin winner. Has no effect when no admin tier exists (parent applies as the sole policy tier, still filtered restrictive-only).\",\n \"type\": \"string\",\n \"enum\": [\n \"first-wins\",\n \"merge\"\n ]\n },\n \"forceLoginOrgUUID\": {\n \"description\": \"Organization UUID to require for OAuth login. Accepts a single UUID string or an array of UUIDs (any one is permitted). When set in managed settings, login fails if the authenticated account does not belong to a listed organization.\",\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n ]\n },\n \"forceRemoteSettingsRefresh\": {\n \"description\": \"When set in managed settings, the CLI blocks startup until remote managed settings are freshly fetched, and exits if the fetch fails\",\n \"type\": \"boolean\"\n },\n \"otelHeadersHelper\": {\n \"description\": \"Path to a script that outputs OpenTelemetry headers\",\n \"type\": \"string\"\n },\n \"outputStyle\": {\n \"description\": \"Controls the output style for assistant responses\",\n \"type\": \"string\"\n },\n \"viewMode\": {\n \"description\": \"Default transcript view mode on startup\",\n \"type\": \"string\",\n \"enum\": [\n \"default\",\n \"verbose\",\n \"focus\"\n ]\n },\n \"language\": {\n \"description\": \"Preferred language for Claude responses and voice dictation (e.g., \\\"japanese\\\", \\\"spanish\\\")\",\n \"type\": \"string\"\n },\n \"skipWebFetchPreflight\": {\n \"description\": \"Skip the WebFetch blocklist check for enterprise environments with restrictive security policies\",\n \"type\": \"boolean\"\n },\n \"sandbox\": {\n \"type\": \"object\",\n \"properties\": {\n \"enabled\": {\n \"type\": \"boolean\"\n },\n \"failIfUnavailable\": {\n \"description\": \"Exit with an error at startup if sandbox.enabled is true but the sandbox cannot start (missing dependencies or unsupported platform). When false (default), a warning is shown and commands run unsandboxed. Intended for managed-settings deployments that require sandboxing as a hard gate.\",\n \"type\": \"boolean\"\n },\n \"autoAllowBashIfSandboxed\": {\n \"type\": \"boolean\"\n },\n \"allowUnsandboxedCommands\": {\n \"description\": \"Allow commands to run outside the sandbox via the dangerouslyDisableSandbox parameter. When false, the dangerouslyDisableSandbox parameter is completely ignored and all commands must run sandboxed. Default: true.\",\n \"type\": \"boolean\"\n },\n \"network\": {\n \"type\": \"object\",\n \"properties\": {\n \"allowedDomains\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"deniedDomains\": {\n \"description\": \"Domains that are always blocked, even if matched by allowedDomains. Supports the same wildcard syntax as allowedDomains. Merged from all settings sources regardless of allowManagedDomainsOnly.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"allowManagedDomainsOnly\": {\n \"description\": \"When true (and set in managed settings), only allowedDomains and WebFetch(domain:...) allow rules from managed settings are respected. User, project, local, and flag settings domains are ignored. Denied domains are still respected from all sources.\",\n \"type\": \"boolean\"\n },\n \"allowUnixSockets\": {\n \"description\": \"macOS only: Unix socket paths to allow. Ignored on Linux (seccomp cannot filter by path).\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"allowAllUnixSockets\": {\n \"description\": \"If true, allow all Unix sockets (disables blocking on both platforms).\",\n \"type\": \"boolean\"\n },\n \"allowLocalBinding\": {\n \"type\": \"boolean\"\n },\n \"allowMachLookup\": {\n \"description\": \"macOS only: Additional XPC/Mach service names to allow looking up. Supports trailing-wildcard prefix matching (e.g., \\\"com.apple.coresimulator.*\\\"). Needed for tools that communicate via XPC such as the iOS Simulator or Playwright.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"httpProxyPort\": {\n \"type\": \"number\"\n },\n \"socksProxyPort\": {\n \"type\": \"number\"\n },\n \"tlsTerminate\": {\n \"description\": \"[EXPERIMENTAL] Enable in-process TLS termination so the per-request filter can see HTTPS request bodies. Provide a CA cert+key, or omit both to have sandbox-runtime generate an ephemeral one for the session.\",\n \"type\": \"object\",\n \"properties\": {\n \"caCertPath\": {\n \"type\": \"string\",\n \"minLength\": 1\n },\n \"caKeyPath\": {\n \"type\": \"string\",\n \"minLength\": 1\n }\n }\n }\n }\n },\n \"filesystem\": {\n \"type\": \"object\",\n \"properties\": {\n \"allowWrite\": {\n \"description\": \"Additional paths to allow writing within the sandbox. Merged with paths from Edit(...) allow permission rules.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"denyWrite\": {\n \"description\": \"Additional paths to deny writing within the sandbox. Merged with paths from Edit(...) deny permission rules.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"denyRead\": {\n \"description\": \"Additional paths to deny reading within the sandbox. Merged with paths from Read(...) deny permission rules.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"allowRead\": {\n \"description\": \"Paths to re-allow reading within denyRead regions. Takes precedence over denyRead for matching paths.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"allowManagedReadPathsOnly\": {\n \"description\": \"When true (set in managed settings), only allowRead paths from policySettings are used.\",\n \"type\": \"boolean\"\n }\n }\n },\n \"ignoreViolations\": {\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"enableWeakerNestedSandbox\": {\n \"type\": \"boolean\"\n },\n \"enableWeakerNetworkIsolation\": {\n \"description\": \"macOS only: Allow access to com.apple.trustd.agent in the sandbox. Needed for Go-based CLI tools (gh, gcloud, terraform, etc.) to verify TLS certificates when using httpProxyPort with a MITM proxy and custom CA. **Reduces security** — opens a potential data exfiltration vector through the trustd service. Default: false\",\n \"type\": \"boolean\"\n },\n \"excludedCommands\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"ripgrep\": {\n \"description\": \"Custom ripgrep configuration for bundled ripgrep support\",\n \"type\": \"object\",\n \"properties\": {\n \"command\": {\n \"type\": \"string\"\n },\n \"args\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"command\"\n ]\n },\n \"bwrapPath\": {\n \"description\": \"Linux/WSL only: Absolute path to the bwrap (bubblewrap) binary. Overrides auto-detection via PATH. Only honored from admin-controlled managed settings.\",\n \"type\": \"string\"\n },\n \"socatPath\": {\n \"description\": \"Linux/WSL only: Absolute path to the socat binary used for the sandbox network proxy. Overrides auto-detection via PATH. Only honored from admin-controlled managed settings.\",\n \"type\": \"string\"\n }\n },\n \"additionalProperties\": {}\n },\n \"feedbackSurveyRate\": {\n \"description\": \"Probability (0–1) that the session quality survey appears when eligible. 0.05 is a reasonable starting point.\",\n \"type\": \"number\",\n \"minimum\": 0,\n \"maximum\": 1\n },\n \"spinnerTipsEnabled\": {\n \"description\": \"Whether to show tips in the spinner\",\n \"type\": \"boolean\"\n },\n \"spinnerVerbs\": {\n \"description\": \"Customize spinner verbs. mode: \\\"append\\\" adds verbs to defaults, \\\"replace\\\" uses only your verbs.\",\n \"type\": \"object\",\n \"properties\": {\n \"mode\": {\n \"type\": \"string\",\n \"enum\": [\n \"append\",\n \"replace\"\n ]\n },\n \"verbs\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"mode\",\n \"verbs\"\n ]\n },\n \"spinnerTipsOverride\": {\n \"description\": \"Override spinner tips. tips: array of tip strings. excludeDefault: if true, only show custom tips (default: false).\",\n \"type\": \"object\",\n \"properties\": {\n \"excludeDefault\": {\n \"type\": \"boolean\"\n },\n \"tips\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n },\n \"required\": [\n \"tips\"\n ]\n },\n \"syntaxHighlightingDisabled\": {\n \"description\": \"Whether to disable syntax highlighting in diffs\",\n \"type\": \"boolean\"\n },\n \"terminalTitleFromRename\": {\n \"description\": \"Whether /rename updates the terminal tab title (defaults to true). Set to false to keep auto-generated topic titles.\",\n \"type\": \"boolean\"\n },\n \"alwaysThinkingEnabled\": {\n \"description\": \"When false, thinking is disabled. When absent or true, thinking is enabled automatically for supported models.\",\n \"type\": \"boolean\"\n },\n \"effortLevel\": {\n \"description\": \"Persisted effort level for supported models.\",\n \"type\": \"string\",\n \"enum\": [\n \"low\",\n \"medium\",\n \"high\",\n \"xhigh\"\n ]\n },\n \"autoCompactWindow\": {\n \"description\": \"Auto-compact window size\",\n \"type\": \"integer\",\n \"minimum\": 100000,\n \"maximum\": 1000000\n },\n \"advisorModel\": {\n \"description\": \"Advisor model for the server-side advisor tool.\",\n \"type\": \"string\"\n },\n \"fastMode\": {\n \"description\": \"When true, fast mode is enabled. When absent or false, fast mode is off.\",\n \"type\": \"boolean\"\n },\n \"fastModePerSessionOptIn\": {\n \"description\": \"When true, fast mode does not persist across sessions. Each session starts with fast mode off.\",\n \"type\": \"boolean\"\n },\n \"promptSuggestionEnabled\": {\n \"description\": \"When false, prompt suggestions are disabled. When absent or true, prompt suggestions are enabled.\",\n \"type\": \"boolean\"\n },\n \"awaySummaryEnabled\": {\n \"description\": \"@internal When false, the session recap (shown when you return after being away for 5+ minutes) is disabled. When absent or true, recap is enabled. Hidden from public SDK types until external launch.\",\n \"type\": \"boolean\"\n },\n \"showClearContextOnPlanAccept\": {\n \"description\": \"When true, the plan-approval dialog offers a \\\"clear context\\\" option. Defaults to false.\",\n \"type\": \"boolean\"\n },\n \"agent\": {\n \"description\": \"Name of an agent (built-in or custom) to use for the main thread. Applies the agent's system prompt, tool restrictions, and model.\",\n \"type\": \"string\"\n },\n \"companyAnnouncements\": {\n \"description\": \"Company announcements to display at startup (one will be randomly selected if multiple are provided)\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"pluginConfigs\": {\n \"description\": \"Per-plugin configuration including MCP server user configs, keyed by plugin ID (plugin@marketplace format)\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"object\",\n \"properties\": {\n \"mcpServers\": {\n \"description\": \"User configuration values for MCP servers keyed by server name\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"number\"\n },\n {\n \"type\": \"boolean\"\n },\n {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n ]\n }\n }\n },\n \"options\": {\n \"description\": \"Non-sensitive option values from plugin manifest userConfig, keyed by option name. Sensitive values go to secure storage instead.\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"anyOf\": [\n {\n \"type\": \"string\"\n },\n {\n \"type\": \"number\"\n },\n {\n \"type\": \"boolean\"\n },\n {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n }\n ]\n }\n }\n }\n }\n },\n \"remote\": {\n \"description\": \"Remote session configuration\",\n \"type\": \"object\",\n \"properties\": {\n \"defaultEnvironmentId\": {\n \"description\": \"Default environment ID to use for remote sessions\",\n \"type\": \"string\"\n }\n }\n },\n \"autoUpdatesChannel\": {\n \"description\": \"Release channel for auto-updates (latest or stable)\",\n \"type\": \"string\",\n \"enum\": [\n \"latest\",\n \"stable\",\n \"rc\"\n ]\n },\n \"minimumVersion\": {\n \"description\": \"Minimum version to stay on - prevents downgrades when switching to stable channel\",\n \"type\": \"string\"\n },\n \"plansDirectory\": {\n \"description\": \"Custom directory for plan files, relative to project root. If not set, defaults to ~/.claude/plans/\",\n \"type\": \"string\"\n },\n \"tui\": {\n \"description\": \"Terminal UI renderer. \\\"fullscreen\\\" uses the flicker-free alt-screen renderer with virtualized scrollback (equivalent to CLAUDE_CODE_NO_FLICKER=1). \\\"default\\\" uses the classic main-screen renderer.\",\n \"type\": \"string\",\n \"enum\": [\n \"default\",\n \"fullscreen\"\n ]\n },\n \"voice\": {\n \"description\": \"Voice mode settings (hold-to-talk / tap-to-toggle dictation)\",\n \"type\": \"object\",\n \"properties\": {\n \"enabled\": {\n \"type\": \"boolean\"\n },\n \"mode\": {\n \"description\": \"'hold' (default): hold to talk. 'tap': tap to start, tap to stop+submit.\",\n \"type\": \"string\",\n \"enum\": [\n \"hold\",\n \"tap\"\n ]\n },\n \"autoSubmit\": {\n \"description\": \"Submit the prompt when hold-to-talk is released (hold mode only)\",\n \"type\": \"boolean\"\n }\n }\n },\n \"channelsEnabled\": {\n \"description\": \"Managed-org opt-in for channel notifications (MCP servers with the claude/channel capability pushing inbound messages). claude.ai Teams/Enterprise: default off. Console: default on unless managed settings exist. Set true to allow; users then select servers via --channels.\",\n \"type\": \"boolean\"\n },\n \"allowedChannelPlugins\": {\n \"description\": \"Managed-org allowlist of channel plugins. When set, replaces the default Anthropic allowlist — admins decide which plugins may push inbound messages. Undefined falls back to the default. Requires channelsEnabled: true.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"marketplace\": {\n \"type\": \"string\"\n },\n \"plugin\": {\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"marketplace\",\n \"plugin\"\n ]\n }\n },\n \"prefersReducedMotion\": {\n \"description\": \"Reduce or disable animations for accessibility (spinner shimmer, flash effects, etc.)\",\n \"type\": \"boolean\"\n },\n \"doneMeansMerged\": {\n \"description\": \"@internal When true, Claude keeps working until the PR is ready for you to merge, a cron/Monitor is armed to resume later, or it hands you a self-contained next step.\",\n \"type\": \"boolean\"\n },\n \"autoMemoryEnabled\": {\n \"description\": \"Enable auto-memory for this project. When false, Claude will not read from or write to the auto-memory directory.\",\n \"type\": \"boolean\"\n },\n \"autoMemoryDirectory\": {\n \"description\": \"Custom directory path for auto-memory storage. Supports ~/ prefix for home directory expansion. Ignored if set in projectSettings (checked-in .claude/settings.json) for security. When unset, defaults to ~/.claude/projects/<sanitized-cwd>/memory/.\",\n \"type\": \"string\"\n },\n \"autoDreamEnabled\": {\n \"description\": \"Enable background memory consolidation (auto-dream). When set, overrides the server-side default.\",\n \"type\": \"boolean\"\n },\n \"showThinkingSummaries\": {\n \"description\": \"Show thinking summaries in the transcript view (ctrl+o). Default: false.\",\n \"type\": \"boolean\"\n },\n \"skipDangerousModePermissionPrompt\": {\n \"description\": \"Whether the user has accepted the bypass permissions mode dialog\",\n \"type\": \"boolean\"\n },\n \"disableAutoMode\": {\n \"description\": \"Disable auto mode\",\n \"type\": \"string\",\n \"enum\": [\n \"disable\"\n ]\n },\n \"sshConfigs\": {\n \"description\": \"SSH connection configurations for remote environments. Typically set in managed settings by enterprise administrators to pre-configure SSH connections for team members.\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"id\": {\n \"description\": \"Unique identifier for this SSH config. Used to match configs across settings sources.\",\n \"type\": \"string\"\n },\n \"name\": {\n \"description\": \"Display name for the SSH connection\",\n \"type\": \"string\"\n },\n \"sshHost\": {\n \"description\": \"SSH host in format \\\"user@hostname\\\" or \\\"hostname\\\", or a host alias from ~/.ssh/config\",\n \"type\": \"string\"\n },\n \"sshPort\": {\n \"description\": \"SSH port (default: 22)\",\n \"type\": \"integer\",\n \"minimum\": -9007199254740991,\n \"maximum\": 9007199254740991\n },\n \"sshIdentityFile\": {\n \"description\": \"Path to SSH identity file (private key)\",\n \"type\": \"string\"\n },\n \"startDirectory\": {\n \"description\": \"Default working directory on the remote host. Supports tilde expansion (e.g. ~/projects). If not specified, defaults to the remote user home directory. Can be overridden by the [dir] positional argument in `claude ssh <config> [dir]`.\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"id\",\n \"name\",\n \"sshHost\"\n ]\n }\n },\n \"claudeMd\": {\n \"description\": \"CLAUDE.md-style instructions injected as organization-managed memory. Only honored from managed/policy settings.\",\n \"type\": \"string\"\n },\n \"claudeMdExcludes\": {\n \"description\": \"Glob patterns or absolute paths of CLAUDE.md files to exclude from loading. Patterns are matched against absolute file paths using picomatch. Only applies to User, Project, and Local memory types (Managed/policy files cannot be excluded). Examples: \\\"/home/user/monorepo/CLAUDE.md\\\", \\\"**/code/CLAUDE.md\\\", \\\"**/some-dir/.claude/rules/**\\\"\",\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"pluginTrustMessage\": {\n \"description\": \"Custom message to append to the plugin trust warning shown before installation. Only read from policy settings (managed-settings.json / MDM). Useful for enterprise administrators to add organization-specific context (e.g., \\\"All plugins from our internal marketplace are vetted and approved.\\\").\",\n \"type\": \"string\"\n },\n \"theme\": {\n \"description\": \"Color theme for the UI\",\n \"anyOf\": [\n {\n \"type\": \"string\",\n \"enum\": [\n \"auto\",\n \"dark\",\n \"light\",\n \"light-daltonized\",\n \"dark-daltonized\",\n \"light-ansi\",\n \"dark-ansi\"\n ]\n },\n {\n \"type\": \"string\",\n \"pattern\": \"^custom:.*\"\n }\n ]\n },\n \"editorMode\": {\n \"description\": \"Key binding mode for the prompt input\",\n \"type\": \"string\",\n \"enum\": [\n \"normal\",\n \"vim\"\n ]\n },\n \"verbose\": {\n \"description\": \"Show full tool output instead of truncated summaries\",\n \"type\": \"boolean\"\n },\n \"preferredNotifChannel\": {\n \"description\": \"Preferred OS notification channel\",\n \"type\": \"string\",\n \"enum\": [\n \"auto\",\n \"iterm2\",\n \"iterm2_with_bell\",\n \"terminal_bell\",\n \"kitty\",\n \"ghostty\",\n \"notifications_disabled\"\n ]\n },\n \"autoCompactEnabled\": {\n \"description\": \"Automatically compact conversation when context fills\",\n \"type\": \"boolean\"\n },\n \"autoScrollEnabled\": {\n \"description\": \"Auto-scroll the conversation view to bottom (fullscreen mode only)\",\n \"type\": \"boolean\"\n },\n \"fileCheckpointingEnabled\": {\n \"description\": \"Snapshot files before edits so /rewind can restore them\",\n \"type\": \"boolean\"\n },\n \"showTurnDuration\": {\n \"description\": \"Show \\\"Cooked for Nm Ns\\\" after each assistant turn\",\n \"type\": \"boolean\"\n },\n \"showMessageTimestamps\": {\n \"description\": \"Stamp each assistant message with its arrival time\",\n \"type\": \"boolean\"\n },\n \"terminalProgressBarEnabled\": {\n \"description\": \"Emit OSC 9;4 progress sequences during long operations\",\n \"type\": \"boolean\"\n },\n \"todoFeatureEnabled\": {\n \"description\": \"Enable the todo / task tracking panel\",\n \"type\": \"boolean\"\n },\n \"teammateMode\": {\n \"description\": \"How spawned teammates execute (tmux, in-process, auto)\",\n \"type\": \"string\",\n \"enum\": [\n \"auto\",\n \"tmux\",\n \"in-process\"\n ]\n },\n \"remoteControlAtStartup\": {\n \"description\": \"Start Remote Control bridge automatically each session\",\n \"type\": \"boolean\"\n },\n \"isolatePeerMachines\": {\n \"description\": \"Require explicit approval before SendMessage can reach a peer session on another machine via Remote Control\",\n \"type\": \"boolean\"\n },\n \"daemonColdStart\": {\n \"description\": \"When no background service is running: 'transient' spawns one for this login session; 'ask' offers to install it persistently\",\n \"type\": \"string\",\n \"enum\": [\n \"transient\",\n \"ask\"\n ]\n },\n \"autoUploadSessions\": {\n \"description\": \"Mirror local sessions to claude.ai as view-only (no remote control)\",\n \"type\": \"boolean\"\n },\n \"inputNeededNotifEnabled\": {\n \"description\": \"Push to mobile when a permission prompt or question is waiting\",\n \"type\": \"boolean\"\n },\n \"agentPushNotifEnabled\": {\n \"description\": \"Allow Claude to push proactive mobile notifications\",\n \"type\": \"boolean\"\n },\n \"skipAutoPermissionPrompt\": {\n \"description\": \"Whether the user has accepted the auto mode opt-in dialog\",\n \"type\": \"boolean\"\n },\n \"useAutoModeDuringPlan\": {\n \"description\": \"Whether plan mode uses auto mode semantics when auto mode is available (default: true)\",\n \"type\": \"boolean\"\n },\n \"autoMode\": {\n \"description\": \"Auto mode classifier prompt customization\",\n \"type\": \"object\",\n \"properties\": {\n \"allow\": {\n \"description\": \"Rules for the auto mode classifier allow section. 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{"parentUuid":"15318182-5926-49fb-b73b-a221f8e503b5","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014H3p4iYvH1EKHRuEY1y93a","type":"tool_result","content":"1\t# Kustomize Deployment Design\n2\t\n3\t**Date:** 2026-05-18 \n4\t**Project:** churn-renewal-forecast \n5\t**Status:** Approved\n6\t\n7\t## Overview\n8\t\n9\tAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n10\t\n11\t## Directory Structure\n12\t\n13\t```\n14\tdeploy/kubernetes/\n15\t├── base/\n16\t│ ├── kustomization.yaml\n17\t│ ├── bootstrap/\n18\t│ │ ├── kustomization.yaml\n19\t│ │ ├── namespace.yaml\n20\t│ │ ├── serviceaccount.yaml\n21\t│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n22\t│ │ └── app-config.env # ConfigMap values\n23\t│ ├── init/\n24\t│ │ ├── kustomization.yaml\n25\t│ │ └── job.yaml # Prisma migrate deploy\n26\t│ ├── netpol/\n27\t│ │ ├── kustomization.yaml\n28\t│ │ ├── allow-dns.yaml\n29\t│ │ ├── allow-rds.yaml\n30\t│ │ └── allow-external.yaml\n31\t│ └── services/\n32\t│ ├── kustomization.yaml\n33\t│ ├── web-deployment.yaml\n34\t│ ├── worker-deployment.yaml\n35\t│ ├── service.yaml\n36\t│ └── ingress.yaml\n37\t└── deploy/\n38\t └── eks-shared-infra-use1-2/\n39\t ├── kustomization.yaml\n40\t ├── .app.yaml\n41\t ├── ingress-patch.yaml\n42\t └── serviceaccount.yaml\n43\t```\n44\t\n45\t## Components\n46\t\n47\t### bootstrap/\n48\t\n49\t**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n50\t\n51\t**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n52\t\n53\t**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n54\t\n55\t| Vault key | Secret env key |\n56\t|---|---|\n57\t| `DATABASE_URL` | `DATABASE_URL` |\n58\t| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n59\t| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n60\t| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n61\t| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n62\t| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n63\t\n64\tRefresh interval: `1h`.\n65\t\n66\t**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n67\t\n68\t| Key | Value |\n69\t|---|---|\n70\t| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n71\t| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n72\t| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n73\t| `SLACK_TEST_CHANNEL` | `\"\"` |\n74\t| `PG_POOL_MAX` | `10` |\n75\t| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n76\t| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n77\t| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n78\t| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n79\t| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n80\t| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n81\t\n82\t### init/\n83\t\n84\t**job.yaml** — One-shot Kubernetes Job:\n85\t- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n86\t- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n87\t- `restartPolicy: OnFailure`\n88\t- `backoffLimit: 3`\n89\t- `envFrom` the ConfigMap and Secret\n90\t- Uses the `churn-renewal-forecast` ServiceAccount\n91\t- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n92\t\n93\t### netpol/\n94\t\n95\tThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n96\t\n97\t**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n98\t\n99\t**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n100\t\n101\t**allow-external.yaml** — Egress on TCP port 443 to:\n102\t- `clerk.com`\n103\t- `api.frontapp.com`\n104\t- `api.productboard.com`\n105\t- `slack.com`\n106\t\n107\tUsing `toFQDNs` matchers.\n108\t\n109\t### services/\n110\t\n111\t**web-deployment.yaml** — Deployment:\n112\t- Name: `churn-renewal-forecast-web`\n113\t- Replicas: `1`\n114\t- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n115\t- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n116\t- Port: `3000`\n117\t- `envFrom` ConfigMap + Secret\n118\t- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n119\t- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n120\t- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n121\t- ServiceAccount: `churn-renewal-forecast`\n122\t\n123\t**worker-deployment.yaml** — Deployment:\n124\t- Name: `churn-renewal-forecast-worker`\n125\t- Replicas: `1`\n126\t- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n127\t- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n128\t- No HTTP port exposed\n129\t- `envFrom` ConfigMap + Secret\n130\t- Resources: same as web\n131\t- No HTTP probes (queue consumer; process liveness is sufficient)\n132\t- ServiceAccount: `churn-renewal-forecast`\n133\t\n134\t**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n135\t\n136\t**ingress.yaml** — Nginx Ingress:\n137\t- Host: `churn-forecast.infrastructure.immuta.io`\n138\t- Backend: the ClusterIP service on port 3000\n139\t- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n140\t\n141\t### Overlay: deploy/eks-shared-infra-use1-2/\n142\t\n143\t**kustomization.yaml** — References `../../base` and applies patches.\n144\t\n145\t**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n146\t\n147\t**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n148\t\n149\t**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n150\t\n151\t## Labels\n152\t\n153\tAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n154\t\n155\t## Image Strategy\n156\t\n157\tSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n158\t\n159\t## Deployment Ordering\n160\t\n161\tKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. 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The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering is handled via Flux `Kustomization` resources with `dependsOn` — the init kustomization must complete (health check: Job succeeded) before the services kustomization is applied.\n\nThe overlay's `.app.yaml` captures the Flux app metadata for this pattern.\n\n## Open Items\n\n- `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` values need to be filled in for the target environment.\n- TLS secret name (`churn-renewal-forecast-tls`) assumes cert-manager or equivalent; adjust if cluster uses a different mechanism.\n- Confirm whether `FRONT_RATE_LIMIT_RPM` should be in the ConfigMap (currently omitted since the spec didn't list it; add if needed).\n- If the app ever needs AWS API access (S3, Secrets Manager), uncomment the IRSA annotation in the overlay serviceaccount.yaml and supply the role ARN.\n","numLines":171,"startLine":1,"totalLines":171}},"sourceToolAssistantUUID":"15318182-5926-49fb-b73b-a221f8e503b5","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"8c257c4f-dd42-470d-bf38-b4fe3177d672","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01244673oiB2Vb3g1gPDBD2c","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check the Obsidian MCP config to find the API key for the hook command, while saving the doc now."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3551,"cache_read_input_tokens":91617,"output_tokens":3006,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":3551,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":3006,"cache_read_input_tokens":91617,"cache_creation_input_tokens":3551,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3551},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAgZco19wc6gCDvZovTR","attributionSkill":"update-config","type":"assistant","uuid":"5145610e-30ce-40e3-a99e-7d43ba95e591","timestamp":"2026-05-18T20:41:54.472Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"5145610e-30ce-40e3-a99e-7d43ba95e591","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01244673oiB2Vb3g1gPDBD2c","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015Rn6KQ7Pn2QxJMKM8aCVxi","name":"mcp__obsidian__create_vault_file","input":{"filename":"Claude/churn-renewal-forecast/2026-05-18-kustomize-deployment.md","content":"---\ndate: 2026-05-18\nproject: churn-renewal-forecast\ntags: [claude-context, design-spec]\n---\n\n# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress.\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering is handled via Flux `Kustomization` resources with `dependsOn` — the init kustomization must complete (health check: Job succeeded) before the services kustomization is applied.\n\n## Open Items\n\n- `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` values need to be filled in for the target environment.\n- TLS secret name (`churn-renewal-forecast-tls`) assumes cert-manager or equivalent; adjust if cluster uses a different mechanism.\n- Confirm whether `FRONT_RATE_LIMIT_RPM` should be in the ConfigMap (currently omitted since the spec didn't list it; add if needed).\n- If the app ever needs AWS API access (S3, Secrets Manager), uncomment the IRSA annotation in the overlay serviceaccount.yaml and supply the role ARN.\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3551,"cache_read_input_tokens":91617,"output_tokens":3006,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":3551,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":3006,"cache_read_input_tokens":91617,"cache_creation_input_tokens":3551,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3551},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAgZco19wc6gCDvZovTR","attributionSkill":"update-config","type":"assistant","uuid":"d191d2ed-d5fd-43bd-b8ca-469c6621188d","timestamp":"2026-05-18T20:42:12.579Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"type":"last-prompt","lastPrompt":"can we write the design docs to obsidian? and can we also set claude to automatically write the superpowers design docs to obsidian as well as the local project directory?","leafUuid":"ea3ffced-523c-4036-802b-b57f9dde84bd","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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(file state is current in your context — no need to Read it back)"}]},"uuid":"091d2209-c972-4376-a448-284c319ed96d","timestamp":"2026-05-18T20:44:38.274Z","toolUseResult":{"filePath":"/Users/steve.briggs/.claude/settings.json","oldString":" \"PostToolUse\": [\n {\n \"matcher\": \"Write|Edit|MultiEdit\",\n \"hooks\": [\n {\n \"type\": \"command\",\n \"command\": \"/usr/local/bin/aicodemetricsd hook claude --hook-input stdin\",\n \"timeout\": 2\n }\n ]\n }\n ],","newString":" \"PostToolUse\": [\n {\n \"matcher\": \"Write|Edit|MultiEdit\",\n \"hooks\": [\n {\n \"type\": \"command\",\n \"command\": \"/usr/local/bin/aicodemetricsd hook claude --hook-input stdin\",\n \"timeout\": 2\n }\n ]\n },\n {\n \"matcher\": \"Write\",\n \"hooks\": [\n {\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_input.file_path // .tool_response.filePath // \\\"\\\"' | { read -r f; if [[ \\\"$f\\\" =~ docs/superpowers/specs/.*\\\\.md$ ]]; then project=$(basename \\\"$(git -C \\\"$(dirname \\\"$f\\\")\\\" rev-parse --show-toplevel 2>/dev/null)\\\" 2>/dev/null || echo \\\"unknown\\\"); 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{"type":"last-prompt","lastPrompt":"can we write the design docs to obsidian? and can we also set claude to automatically write the superpowers design docs to obsidian as well as the local project directory?","leafUuid":"a4bef8bc-75a9-4a5e-b4fa-cda1db583b86","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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{"type":"last-prompt","lastPrompt":"can we write the design docs to obsidian? and can we also set claude to automatically write the superpowers design docs to obsidian as well as the local project directory?","leafUuid":"850ba478-a516-417b-88d8-18ede902eaae","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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{"parentUuid":"7e50be9f-d88d-486c-a08c-92d344e06ed9","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PqeGM43sKX8QCesKMfUpav","type":"tool_result","content":"The file /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"035c3ab2-024a-48ee-b5a5-df13f176a192","timestamp":"2026-05-18T20:45:53.107Z","toolUseResult":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","oldString":"**Status:** Approved","newString":"**Status:** Approved <!-- sentinel test -->","originalFile":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. 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{"parentUuid":"52a8cdf3-069b-4daa-9cf5-73110ec392a3","isSidechain":false,"promptId":"1ae7bc57-d1e4-403b-89c5-99d4c8fecf9e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01X6io3i7PSbEsGMjp2BfXKD","type":"tool_result","content":"The file /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md has been updated successfully. 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A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. 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{"parentUuid":"e828a83f-6e07-440b-83cf-4fedc73eaa3e","isSidechain":false,"promptId":"594965b6-3055-4bd9-8f1e-fd4bfc89acc5","type":"user","message":{"role":"user","content":[{"type":"text","text":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/writing-plans\n\n# Writing Plans\n\n## Overview\n\nWrite comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD. Frequent commits.\n\nAssume they are a skilled developer, but know almost nothing about our toolset or problem domain. 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Each file should have one clear responsibility.\n- You reason best about code you can hold in context at once, and your edits are more reliable when files are focused. Prefer smaller, focused files over large ones that do too much.\n- Files that change together should live together. Split by responsibility, not by technical layer.\n- In existing codebases, follow established patterns. If the codebase uses large files, don't unilaterally restructure - but if a file you're modifying has grown unwieldy, including a split in the plan is reasonable.\n\nThis structure informs the task decomposition. Each task should produce self-contained changes that make sense independently.\n\n## Bite-Sized Task Granularity\n\n**Each step is one action (2-5 minutes):**\n- \"Write the failing test\" - step\n- \"Run it to make sure it fails\" - step\n- \"Implement the minimal code to make the test pass\" - step\n- \"Run the tests and make sure they pass\" - step\n- \"Commit\" - step\n\n## Plan Document Header\n\n**Every plan MUST start with this header:**\n\n```markdown\n# [Feature Name] Implementation Plan\n\n> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n\n**Goal:** [One sentence describing what this builds]\n\n**Architecture:** [2-3 sentences about approach]\n\n**Tech Stack:** [Key technologies/libraries]\n\n---\n```\n\n## Task Structure\n\n````markdown\n### Task N: [Component Name]\n\n**Files:**\n- Create: `exact/path/to/file.py`\n- Modify: `exact/path/to/existing.py:123-145`\n- Test: `tests/exact/path/to/test.py`\n\n- [ ] **Step 1: Write the failing test**\n\n```python\ndef test_specific_behavior():\n result = function(input)\n assert result == expected\n```\n\n- [ ] **Step 2: Run test to verify it fails**\n\nRun: `pytest tests/path/test.py::test_name -v`\nExpected: FAIL with \"function not defined\"\n\n- [ ] **Step 3: Write minimal implementation**\n\n```python\ndef function(input):\n return expected\n```\n\n- [ ] **Step 4: Run test to verify it passes**\n\nRun: `pytest tests/path/test.py::test_name -v`\nExpected: PASS\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add tests/path/test.py src/path/file.py\ngit commit -m \"feat: add specific feature\"\n```\n````\n\n## No Placeholders\n\nEvery step must contain the actual content an engineer needs. These are **plan failures** — never write them:\n- \"TBD\", \"TODO\", \"implement later\", \"fill in details\"\n- \"Add appropriate error handling\" / \"add validation\" / \"handle edge cases\"\n- \"Write tests for the above\" (without actual test code)\n- \"Similar to Task N\" (repeat the code — the engineer may be reading tasks out of order)\n- Steps that describe what to do without showing how (code blocks required for code steps)\n- References to types, functions, or methods not defined in any task\n\n## Remember\n- Exact file paths always\n- Complete code in every step — if a step changes code, show the code\n- Exact commands with expected output\n- DRY, YAGNI, TDD, frequent commits\n\n## Self-Review\n\nAfter writing the complete plan, look at the spec with fresh eyes and check the plan against it. This is a checklist you run yourself — not a subagent dispatch.\n\n**1. Spec coverage:** Skim each section/requirement in the spec. Can you point to a task that implements it? List any gaps.\n\n**2. Placeholder scan:** Search your plan for red flags — any of the patterns from the \"No Placeholders\" section above. Fix them.\n\n**3. Type consistency:** Do the types, method signatures, and property names you used in later tasks match what you defined in earlier tasks? A function called `clearLayers()` in Task 3 but `clearFullLayers()` in Task 7 is a bug.\n\nIf you find issues, fix them inline. No need to re-review — just fix and move on. If you find a spec requirement with no task, add the task.\n\n## Execution Handoff\n\nAfter saving the plan, offer execution choice:\n\n**\"Plan complete and saved to `docs/superpowers/plans/<filename>.md`. Two execution options:**\n\n**1. Subagent-Driven (recommended)** - I dispatch a fresh subagent per task, review between tasks, fast iteration\n\n**2. Inline Execution** - Execute tasks in this session using executing-plans, batch execution with checkpoints\n\n**Which approach?\"**\n\n**If Subagent-Driven chosen:**\n- **REQUIRED SUB-SKILL:** Use superpowers:subagent-driven-development\n- Fresh subagent per task + two-stage review\n\n**If Inline Execution chosen:**\n- **REQUIRED SUB-SKILL:** Use superpowers:executing-plans\n- Batch execution with checkpoints for review\n"}]},"isMeta":true,"uuid":"293da510-7bff-4fd0-8d3b-65a4ebd8bf93","timestamp":"2026-05-18T20:48:20.220Z","sourceToolUseID":"toolu_01WZvxaGQ5DdtLRR2cVVnyyJ","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"f6bda690-a4fd-4c31-a796-a88ea9da53d9","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_012xNdxbsmLNNNMYuhZqbhS8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Mu4edvbzk9auJS97VhCjNR","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/plans/2026-05-18-kustomize-deployment.md","content":"# Kustomize Deployment Implementation Plan\n\n> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n\n**Goal:** Create a complete Kustomize deployment under `deploy/kubernetes/` with a base layer and a single cluster overlay for `eks-shared-infra-use1-2`.\n\n**Architecture:** Base layer is split into four sub-directories (bootstrap, init, netpol, services) each with their own `kustomization.yaml`. The cluster overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/` references the base and applies cluster-specific patches (ingress visibility, service account). All resources share a single container image with command overrides per workload.\n\n**Tech Stack:** Kustomize v4+, Kubernetes manifests (apps/v1, batch/v1, networking.k8s.io/v1), external-secrets.io v1beta1 (ExternalSecret), cilium.io/v2 (CiliumNetworkPolicy)\n\n---\n\n## File Map\n\n**Create — base bootstrap:**\n- `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- `deploy/kubernetes/base/bootstrap/secret.yaml`\n- `deploy/kubernetes/base/bootstrap/app-config.env`\n- `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n**Create — base init:**\n- `deploy/kubernetes/base/init/job.yaml`\n- `deploy/kubernetes/base/init/kustomization.yaml`\n\n**Create — base netpol:**\n- `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- `deploy/kubernetes/base/netpol/allow-external.yaml`\n- `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n**Create — base services:**\n- `deploy/kubernetes/base/services/web-deployment.yaml`\n- `deploy/kubernetes/base/services/worker-deployment.yaml`\n- `deploy/kubernetes/base/services/service.yaml`\n- `deploy/kubernetes/base/services/ingress.yaml`\n- `deploy/kubernetes/base/services/kustomization.yaml`\n\n**Create — base root:**\n- `deploy/kubernetes/base/kustomization.yaml`\n\n**Create — overlay:**\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n---\n\n## Task 1: Bootstrap Resources\n\nCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n\n**Files:**\n- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n- [ ] **Step 1: Create directory structure**\n\n```bash\nmkdir -p deploy/kubernetes/base/bootstrap\n```\n\n- [ ] **Step 2: Create namespace.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/namespace.yaml\napiVersion: v1\nkind: Namespace\nmetadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create serviceaccount.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/secret.yaml\napiVersion: external-secrets.io/v1beta1\nkind: ExternalSecret\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n refreshInterval: 1h\n secretStoreRef:\n name: vault\n kind: ClusterSecretStore\n target:\n name: churn-renewal-forecast\n creationPolicy: Owner\n data:\n - secretKey: DATABASE_URL\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: DATABASE_URL\n - secretKey: CLERK_SECRET_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: CLERK_SECRET_KEY\n - secretKey: FRONT_API_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN\n - secretKey: FRONT_API_TOKEN_2\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN_2\n - secretKey: PRODUCTBOARD_API_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: PRODUCTBOARD_API_KEY\n - secretKey: SLACK_BOT_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: SLACK_BOT_TOKEN\n```\n\n- [ ] **Step 5: Create app-config.env**\n\n```env\n# deploy/kubernetes/base/bootstrap/app-config.env\nAPP_URL=https://churn-forecast.infrastructure.immuta.io\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\nSLACK_TEST_CHANNEL=\nPG_POOL_MAX=10\nPG_POOL_IDLE_TIMEOUT_MS=30000\nPG_POOL_CONNECTION_TIMEOUT_MS=2000\nNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\nNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\nNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\nNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n```\n\n- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n\n`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n\n```yaml\n# deploy/kubernetes/base/bootstrap/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\n- [ ] **Step 7: Validate bootstrap kustomization builds**\n\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\n\nExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n```\n\n---\n\n## Task 2: Init Job\n\nCreates the one-shot Prisma migration Job that runs before the app starts.\n\n**Files:**\n- Create: `deploy/kubernetes/base/init/job.yaml`\n- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/init\n```\n\n- [ ] **Step 2: Create job.yaml**\n\n`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n\n```yaml\n# deploy/kubernetes/base/init/job.yaml\napiVersion: batch/v1\nkind: Job\nmetadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\nspec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create init/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/init/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - job.yaml\n```\n\n- [ ] **Step 4: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/init\n```\n\nExpected: YAML output containing a single Job. No errors.\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add deploy/kubernetes/base/init/\ngit commit -m \"feat: add k8s init job for prisma migrations\"\n```\n\n---\n\n## Task 3: Network Policies\n\nCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/netpol\n```\n\n- [ ] **Step 2: Create allow-dns.yaml**\n\nAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-dns.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-dns\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toEndpoints:\n - matchLabels:\n k8s:io.kubernetes.pod.namespace: kube-system\n k8s-app: kube-dns\n toPorts:\n - ports:\n - port: \"53\"\n protocol: UDP\n rules:\n dns:\n - matchPattern: \"*\"\n```\n\n- [ ] **Step 3: Create allow-rds.yaml**\n\nAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-rds.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-rds\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toCIDR:\n - 0.0.0.0/0\n toPorts:\n - ports:\n - port: \"5432\"\n protocol: TCP\n```\n\n- [ ] **Step 4: Create allow-external.yaml**\n\n`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-external.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-external\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toFQDNs:\n - matchName: \"clerk.com\"\n - matchPattern: \"*.clerk.com\"\n - matchName: \"api.frontapp.com\"\n - matchName: \"api.productboard.com\"\n - matchName: \"slack.com\"\n - matchPattern: \"*.slack.com\"\n toPorts:\n - ports:\n - port: \"443\"\n protocol: TCP\n```\n\n- [ ] **Step 5: Create netpol/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/netpol/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - allow-dns.yaml\n - allow-rds.yaml\n - allow-external.yaml\n```\n\n- [ ] **Step 6: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/netpol\n```\n\nExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/base/netpol/\ngit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n```\n\n---\n\n## Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-web\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: web\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bun\", \"run\", \"start\"]\n ports:\n - containerPort: 3000\n name: http\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-worker\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: worker\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n type: ClusterIP\n selector:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n ingressClassName: nginx\n tls:\n - hosts:\n - churn-forecast.infrastructure.immuta.io\n secretName: churn-renewal-forecast-tls\n rules:\n - host: churn-forecast.infrastructure.immuta.io\n http:\n paths:\n - path: /\n pathType: Prefix\n backend:\n service:\n name: churn-renewal-forecast\n port:\n name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - web-deployment.yaml\n - worker-deployment.yaml\n - service.yaml\n - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n---\n\n## Task 5: Base Root Kustomization\n\nTies all four base sub-directories together into a single root kustomization.\n\n**Files:**\n- Create: `deploy/kubernetes/base/kustomization.yaml`\n\n- [ ] **Step 1: Create base/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n```\n\n- [ ] **Step 2: Validate full base build**\n\n```bash\nkustomize build deploy/kubernetes/base\n```\n\nExpected: Combined YAML output with all resources — Namespace, ServiceAccount, ExternalSecret, ConfigMap, Job, three CiliumNetworkPolicies, two Deployments, Service, Ingress. No errors.\n\n- [ ] **Step 3: Commit**\n\n```bash\ngit add deploy/kubernetes/base/kustomization.yaml\ngit commit -m \"feat: add k8s base kustomization root\"\n```\n\n---\n\n## Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n\nCreates the overlay that references the base and applies cluster-specific patches: private ingress visibility and a service account patch stub for optional IRSA.\n\n**Files:**\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\n- [ ] **Step 2: Create .app.yaml**\n\nFlux metadata file consumed by the cluster's GitOps tooling. Update the `cluster` field if the cluster name differs.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n- [ ] **Step 3: Create ingress-patch.yaml**\n\nStrategic merge patch that adds the internal-load-balancer annotation to the base Ingress. This restricts the ALB to private subnets only.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n annotations:\n service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n nginx.ingress.kubernetes.io/scheme: internal\n```\n\n- [ ] **Step 4: Create serviceaccount.yaml**\n\nStrategic merge patch stub. The IRSA annotation is commented out because this app does not need AWS API access. Uncomment and supply the role ARN if that changes.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n # annotations:\n # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n```\n\n- [ ] **Step 5: Create overlay kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - ../../base\n\npatches:\n - path: ingress-patch.yaml\n - path: serviceaccount.yaml\n```\n\n- [ ] **Step 6: Validate full overlay build**\n\nThis is the final validation — it produces the exact manifests that would be applied to the cluster.\n\n```bash\nkustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\nExpected: All base resources with the Ingress now carrying both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/deploy/\ngit commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n```\n\n---\n\n## Self-Review Checklist\n\n- [x] Namespace `churn-renewal-forecast` created — Task 1\n- [x] ServiceAccount created — Task 1\n- [x] ExternalSecret with all 6 vault keys — Task 1\n- [x] ConfigMap with all non-sensitive env vars — Task 1\n- [x] Prisma migration Job — Task 2\n- [x] CiliumNetworkPolicy: DNS UDP 53 — Task 3\n- [x] CiliumNetworkPolicy: RDS TCP 5432 — Task 3\n- [x] CiliumNetworkPolicy: External TCP 443 (clerk, front, productboard, slack) — Task 3\n- [x] Web Deployment with liveness/readiness probes on `/api/health/live` and `/api/health/ready` — Task 4\n- [x] Worker Deployment, no probes — Task 4\n- [x] ClusterIP Service port 80→3000 — Task 4\n- [x] Nginx Ingress for `churn-forecast.infrastructure.immuta.io` — Task 4\n- [x] `app.kubernetes.io/name: churn-renewal-forecast` on all resources — Tasks 1–4\n- [x] `app.kubernetes.io/component` on Deployments and Service — Tasks 1, 4\n- [x] Both Deployments use `envFrom` for ConfigMap and Secret — Tasks 2, 4\n- [x] Init Job uses `envFrom` for ConfigMap and Secret — Task 2\n- [x] Single image `registry.ic-ops.net/churn-renewal-forecast:latest` across all workloads — Tasks 2, 4\n- [x] Overlay adds private ingress annotations — Task 6\n- [x] IRSA annotation stub (commented out) — Task 6\n- [x] Every task has a `kustomize build` validation step — Tasks 1–6\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":243,"cache_read_input_tokens":116628,"output_tokens":7301,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":243,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":7301,"cache_read_input_tokens":116628,"cache_creation_input_tokens":243,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":243},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAh9bqeqWKUxEB4e5b1t","attributionSkill":"superpowers:writing-plans","attributionPlugin":"superpowers","type":"assistant","uuid":"e68bef03-dc22-477f-a16c-a50414840d4c","timestamp":"2026-05-18T20:50:35.659Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"e68bef03-dc22-477f-a16c-a50414840d4c","isSidechain":false,"promptId":"594965b6-3055-4bd9-8f1e-fd4bfc89acc5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Mu4edvbzk9auJS97VhCjNR","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/plans/2026-05-18-kustomize-deployment.md (file state is current in your context — no need to Read it back)"}]},"uuid":"3e07ecd8-3e4e-49cb-96e4-b9c3b02a854f","timestamp":"2026-05-18T20:50:47.009Z","toolUseResult":{"type":"create","filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/plans/2026-05-18-kustomize-deployment.md","content":"# Kustomize Deployment Implementation Plan\n\n> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n\n**Goal:** Create a complete Kustomize deployment under `deploy/kubernetes/` with a base layer and a single cluster overlay for `eks-shared-infra-use1-2`.\n\n**Architecture:** Base layer is split into four sub-directories (bootstrap, init, netpol, services) each with their own `kustomization.yaml`. The cluster overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/` references the base and applies cluster-specific patches (ingress visibility, service account). All resources share a single container image with command overrides per workload.\n\n**Tech Stack:** Kustomize v4+, Kubernetes manifests (apps/v1, batch/v1, networking.k8s.io/v1), external-secrets.io v1beta1 (ExternalSecret), cilium.io/v2 (CiliumNetworkPolicy)\n\n---\n\n## File Map\n\n**Create — base bootstrap:**\n- `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- `deploy/kubernetes/base/bootstrap/secret.yaml`\n- `deploy/kubernetes/base/bootstrap/app-config.env`\n- `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n**Create — base init:**\n- `deploy/kubernetes/base/init/job.yaml`\n- `deploy/kubernetes/base/init/kustomization.yaml`\n\n**Create — base netpol:**\n- `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- `deploy/kubernetes/base/netpol/allow-external.yaml`\n- `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n**Create — base services:**\n- `deploy/kubernetes/base/services/web-deployment.yaml`\n- `deploy/kubernetes/base/services/worker-deployment.yaml`\n- `deploy/kubernetes/base/services/service.yaml`\n- `deploy/kubernetes/base/services/ingress.yaml`\n- `deploy/kubernetes/base/services/kustomization.yaml`\n\n**Create — base root:**\n- `deploy/kubernetes/base/kustomization.yaml`\n\n**Create — overlay:**\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n---\n\n## Task 1: Bootstrap Resources\n\nCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n\n**Files:**\n- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n- [ ] **Step 1: Create directory structure**\n\n```bash\nmkdir -p deploy/kubernetes/base/bootstrap\n```\n\n- [ ] **Step 2: Create namespace.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/namespace.yaml\napiVersion: v1\nkind: Namespace\nmetadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create serviceaccount.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/secret.yaml\napiVersion: external-secrets.io/v1beta1\nkind: ExternalSecret\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n refreshInterval: 1h\n secretStoreRef:\n name: vault\n kind: ClusterSecretStore\n target:\n name: churn-renewal-forecast\n creationPolicy: Owner\n data:\n - secretKey: DATABASE_URL\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: DATABASE_URL\n - secretKey: CLERK_SECRET_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: CLERK_SECRET_KEY\n - secretKey: FRONT_API_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN\n - secretKey: FRONT_API_TOKEN_2\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN_2\n - secretKey: PRODUCTBOARD_API_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: PRODUCTBOARD_API_KEY\n - secretKey: SLACK_BOT_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: SLACK_BOT_TOKEN\n```\n\n- [ ] **Step 5: Create app-config.env**\n\n```env\n# deploy/kubernetes/base/bootstrap/app-config.env\nAPP_URL=https://churn-forecast.infrastructure.immuta.io\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\nSLACK_TEST_CHANNEL=\nPG_POOL_MAX=10\nPG_POOL_IDLE_TIMEOUT_MS=30000\nPG_POOL_CONNECTION_TIMEOUT_MS=2000\nNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\nNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\nNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\nNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n```\n\n- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n\n`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n\n```yaml\n# deploy/kubernetes/base/bootstrap/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\n- [ ] **Step 7: Validate bootstrap kustomization builds**\n\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\n\nExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n```\n\n---\n\n## Task 2: Init Job\n\nCreates the one-shot Prisma migration Job that runs before the app starts.\n\n**Files:**\n- Create: `deploy/kubernetes/base/init/job.yaml`\n- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/init\n```\n\n- [ ] **Step 2: Create job.yaml**\n\n`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n\n```yaml\n# deploy/kubernetes/base/init/job.yaml\napiVersion: batch/v1\nkind: Job\nmetadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\nspec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create init/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/init/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - job.yaml\n```\n\n- [ ] **Step 4: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/init\n```\n\nExpected: YAML output containing a single Job. No errors.\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add deploy/kubernetes/base/init/\ngit commit -m \"feat: add k8s init job for prisma migrations\"\n```\n\n---\n\n## Task 3: Network Policies\n\nCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/netpol\n```\n\n- [ ] **Step 2: Create allow-dns.yaml**\n\nAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-dns.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-dns\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toEndpoints:\n - matchLabels:\n k8s:io.kubernetes.pod.namespace: kube-system\n k8s-app: kube-dns\n toPorts:\n - ports:\n - port: \"53\"\n protocol: UDP\n rules:\n dns:\n - matchPattern: \"*\"\n```\n\n- [ ] **Step 3: Create allow-rds.yaml**\n\nAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-rds.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-rds\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toCIDR:\n - 0.0.0.0/0\n toPorts:\n - ports:\n - port: \"5432\"\n protocol: TCP\n```\n\n- [ ] **Step 4: Create allow-external.yaml**\n\n`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-external.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-external\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toFQDNs:\n - matchName: \"clerk.com\"\n - matchPattern: \"*.clerk.com\"\n - matchName: \"api.frontapp.com\"\n - matchName: \"api.productboard.com\"\n - matchName: \"slack.com\"\n - matchPattern: \"*.slack.com\"\n toPorts:\n - ports:\n - port: \"443\"\n protocol: TCP\n```\n\n- [ ] **Step 5: Create netpol/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/netpol/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - allow-dns.yaml\n - allow-rds.yaml\n - allow-external.yaml\n```\n\n- [ ] **Step 6: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/netpol\n```\n\nExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/base/netpol/\ngit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n```\n\n---\n\n## Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-web\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: web\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bun\", \"run\", \"start\"]\n ports:\n - containerPort: 3000\n name: http\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-worker\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: worker\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n type: ClusterIP\n selector:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n ingressClassName: nginx\n tls:\n - hosts:\n - churn-forecast.infrastructure.immuta.io\n secretName: churn-renewal-forecast-tls\n rules:\n - host: churn-forecast.infrastructure.immuta.io\n http:\n paths:\n - path: /\n pathType: Prefix\n backend:\n service:\n name: churn-renewal-forecast\n port:\n name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - web-deployment.yaml\n - worker-deployment.yaml\n - service.yaml\n - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n---\n\n## Task 5: Base Root Kustomization\n\nTies all four base sub-directories together into a single root kustomization.\n\n**Files:**\n- Create: `deploy/kubernetes/base/kustomization.yaml`\n\n- [ ] **Step 1: Create base/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n```\n\n- [ ] **Step 2: Validate full base build**\n\n```bash\nkustomize build deploy/kubernetes/base\n```\n\nExpected: Combined YAML output with all resources — Namespace, ServiceAccount, ExternalSecret, ConfigMap, Job, three CiliumNetworkPolicies, two Deployments, Service, Ingress. No errors.\n\n- [ ] **Step 3: Commit**\n\n```bash\ngit add deploy/kubernetes/base/kustomization.yaml\ngit commit -m \"feat: add k8s base kustomization root\"\n```\n\n---\n\n## Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n\nCreates the overlay that references the base and applies cluster-specific patches: private ingress visibility and a service account patch stub for optional IRSA.\n\n**Files:**\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\n- [ ] **Step 2: Create .app.yaml**\n\nFlux metadata file consumed by the cluster's GitOps tooling. Update the `cluster` field if the cluster name differs.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n- [ ] **Step 3: Create ingress-patch.yaml**\n\nStrategic merge patch that adds the internal-load-balancer annotation to the base Ingress. This restricts the ALB to private subnets only.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n annotations:\n service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n nginx.ingress.kubernetes.io/scheme: internal\n```\n\n- [ ] **Step 4: Create serviceaccount.yaml**\n\nStrategic merge patch stub. The IRSA annotation is commented out because this app does not need AWS API access. Uncomment and supply the role ARN if that changes.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n # annotations:\n # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n```\n\n- [ ] **Step 5: Create overlay kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - ../../base\n\npatches:\n - path: ingress-patch.yaml\n - path: serviceaccount.yaml\n```\n\n- [ ] **Step 6: Validate full overlay build**\n\nThis is the final validation — it produces the exact manifests that would be applied to the cluster.\n\n```bash\nkustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\nExpected: All base resources with the Ingress now carrying both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/deploy/\ngit commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n```\n\n---\n\n## Self-Review Checklist\n\n- [x] Namespace `churn-renewal-forecast` created — Task 1\n- [x] ServiceAccount created — Task 1\n- [x] ExternalSecret with all 6 vault keys — Task 1\n- [x] ConfigMap with all non-sensitive env vars — Task 1\n- [x] Prisma migration Job — Task 2\n- [x] CiliumNetworkPolicy: DNS UDP 53 — Task 3\n- [x] CiliumNetworkPolicy: RDS TCP 5432 — Task 3\n- [x] CiliumNetworkPolicy: External TCP 443 (clerk, front, productboard, slack) — Task 3\n- [x] Web Deployment with liveness/readiness probes on `/api/health/live` and `/api/health/ready` — Task 4\n- [x] Worker Deployment, no probes — Task 4\n- [x] ClusterIP Service port 80→3000 — Task 4\n- [x] Nginx Ingress for `churn-forecast.infrastructure.immuta.io` — Task 4\n- [x] `app.kubernetes.io/name: churn-renewal-forecast` on all resources — Tasks 1–4\n- [x] `app.kubernetes.io/component` on Deployments and Service — Tasks 1, 4\n- [x] Both Deployments use `envFrom` for ConfigMap and Secret — Tasks 2, 4\n- [x] Init Job uses `envFrom` for ConfigMap and Secret — Task 2\n- [x] Single image `registry.ic-ops.net/churn-renewal-forecast:latest` across all workloads — Tasks 2, 4\n- [x] Overlay adds private ingress annotations — Task 6\n- [x] IRSA annotation stub (commented out) — Task 6\n- [x] Every task has a `kustomize build` validation step — Tasks 1–6\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"e68bef03-dc22-477f-a16c-a50414840d4c","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"34b6abaa-6381-43e1-8fa1-d18103159fb9","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"type":"text","text":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/subagent-driven-development\n\n# Subagent-Driven Development\n\nExecute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review.\n\n**Why subagents:** You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.\n\n**Core principle:** Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration\n\n**Continuous execution:** Do not pause to check in with your human partner between tasks. Execute all tasks from the plan without stopping. The only reasons to stop are: BLOCKED status you cannot resolve, ambiguity that genuinely prevents progress, or all tasks complete. \"Should I continue?\" prompts and progress summaries waste their time — they asked you to execute the plan, so execute it.\n\n## When to Use\n\n```dot\ndigraph when_to_use {\n \"Have implementation plan?\" [shape=diamond];\n \"Tasks mostly independent?\" [shape=diamond];\n \"Stay in this session?\" [shape=diamond];\n \"subagent-driven-development\" [shape=box];\n \"executing-plans\" [shape=box];\n \"Manual execution or brainstorm first\" [shape=box];\n\n \"Have implementation plan?\" -> \"Tasks mostly independent?\" [label=\"yes\"];\n \"Have implementation plan?\" -> \"Manual execution or brainstorm first\" [label=\"no\"];\n \"Tasks mostly independent?\" -> \"Stay in this session?\" [label=\"yes\"];\n \"Tasks mostly independent?\" -> \"Manual execution or brainstorm first\" [label=\"no - tightly coupled\"];\n \"Stay in this session?\" -> \"subagent-driven-development\" [label=\"yes\"];\n \"Stay in this session?\" -> \"executing-plans\" [label=\"no - parallel session\"];\n}\n```\n\n**vs. Executing Plans (parallel session):**\n- Same session (no context switch)\n- Fresh subagent per task (no context pollution)\n- Two-stage review after each task: spec compliance first, then code quality\n- Faster iteration (no human-in-loop between tasks)\n\n## The Process\n\n```dot\ndigraph process {\n rankdir=TB;\n\n subgraph cluster_per_task {\n label=\"Per Task\";\n \"Dispatch implementer subagent (./implementer-prompt.md)\" [shape=box];\n \"Implementer subagent asks questions?\" [shape=diamond];\n \"Answer questions, provide context\" [shape=box];\n \"Implementer subagent implements, tests, commits, self-reviews\" [shape=box];\n \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" [shape=box];\n \"Spec reviewer subagent confirms code matches spec?\" [shape=diamond];\n \"Implementer subagent fixes spec gaps\" [shape=box];\n \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [shape=box];\n \"Code quality reviewer subagent approves?\" [shape=diamond];\n \"Implementer subagent fixes quality issues\" [shape=box];\n \"Mark task complete in TodoWrite\" [shape=box];\n }\n\n \"Read plan, extract all tasks with full text, note context, create TodoWrite\" [shape=box];\n \"More tasks remain?\" [shape=diamond];\n \"Dispatch final code reviewer subagent for entire implementation\" [shape=box];\n \"Use superpowers:finishing-a-development-branch\" [shape=box style=filled fillcolor=lightgreen];\n\n \"Read plan, extract all tasks with full text, note context, create TodoWrite\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\";\n \"Dispatch implementer subagent (./implementer-prompt.md)\" -> \"Implementer subagent asks questions?\";\n \"Implementer subagent asks questions?\" -> \"Answer questions, provide context\" [label=\"yes\"];\n \"Answer questions, provide context\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\";\n \"Implementer subagent asks questions?\" -> \"Implementer subagent implements, tests, commits, self-reviews\" [label=\"no\"];\n \"Implementer subagent implements, tests, commits, self-reviews\" -> \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\";\n \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" -> \"Spec reviewer subagent confirms code matches spec?\";\n \"Spec reviewer subagent confirms code matches spec?\" -> \"Implementer subagent fixes spec gaps\" [label=\"no\"];\n \"Implementer subagent fixes spec gaps\" -> \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" [label=\"re-review\"];\n \"Spec reviewer subagent confirms code matches spec?\" -> \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [label=\"yes\"];\n \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" -> \"Code quality reviewer subagent approves?\";\n \"Code quality reviewer subagent approves?\" -> \"Implementer subagent fixes quality issues\" [label=\"no\"];\n \"Implementer subagent fixes quality issues\" -> \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [label=\"re-review\"];\n \"Code quality reviewer subagent approves?\" -> \"Mark task complete in TodoWrite\" [label=\"yes\"];\n \"Mark task complete in TodoWrite\" -> \"More tasks remain?\";\n \"More tasks remain?\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\" [label=\"yes\"];\n \"More tasks remain?\" -> \"Dispatch final code reviewer subagent for entire implementation\" [label=\"no\"];\n \"Dispatch final code reviewer subagent for entire implementation\" -> \"Use superpowers:finishing-a-development-branch\";\n}\n```\n\n## Model Selection\n\nUse the least powerful model that can handle each role to conserve cost and increase speed.\n\n**Mechanical implementation tasks** (isolated functions, clear specs, 1-2 files): use a fast, cheap model. Most implementation tasks are mechanical when the plan is well-specified.\n\n**Integration and judgment tasks** (multi-file coordination, pattern matching, debugging): use a standard model.\n\n**Architecture, design, and review tasks**: use the most capable available model.\n\n**Task complexity signals:**\n- Touches 1-2 files with a complete spec → cheap model\n- Touches multiple files with integration concerns → standard model\n- Requires design judgment or broad codebase understanding → most capable model\n\n## Handling Implementer Status\n\nImplementer subagents report one of four statuses. Handle each appropriately:\n\n**DONE:** Proceed to spec compliance review.\n\n**DONE_WITH_CONCERNS:** The implementer completed the work but flagged doubts. Read the concerns before proceeding. If the concerns are about correctness or scope, address them before review. If they're observations (e.g., \"this file is getting large\"), note them and proceed to review.\n\n**NEEDS_CONTEXT:** The implementer needs information that wasn't provided. Provide the missing context and re-dispatch.\n\n**BLOCKED:** The implementer cannot complete the task. Assess the blocker:\n1. If it's a context problem, provide more context and re-dispatch with the same model\n2. If the task requires more reasoning, re-dispatch with a more capable model\n3. If the task is too large, break it into smaller pieces\n4. If the plan itself is wrong, escalate to the human\n\n**Never** ignore an escalation or force the same model to retry without changes. If the implementer said it's stuck, something needs to change.\n\n## Prompt Templates\n\n- `./implementer-prompt.md` - Dispatch implementer subagent\n- `./spec-reviewer-prompt.md` - Dispatch spec compliance reviewer subagent\n- `./code-quality-reviewer-prompt.md` - Dispatch code quality reviewer subagent\n\n## Example Workflow\n\n```\nYou: I'm using Subagent-Driven Development to execute this plan.\n\n[Read plan file once: docs/superpowers/plans/feature-plan.md]\n[Extract all 5 tasks with full text and context]\n[Create TodoWrite with all tasks]\n\nTask 1: Hook installation script\n\n[Get Task 1 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: \"Before I begin - should the hook be installed at user or system level?\"\n\nYou: \"User level (~/.config/superpowers/hooks/)\"\n\nImplementer: \"Got it. Implementing now...\"\n[Later] Implementer:\n - Implemented install-hook command\n - Added tests, 5/5 passing\n - Self-review: Found I missed --force flag, added it\n - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ✅ Spec compliant - all requirements met, nothing extra\n\n[Get git SHAs, dispatch code quality reviewer]\nCode reviewer: Strengths: Good test coverage, clean. Issues: None. Approved.\n\n[Mark Task 1 complete]\n\nTask 2: Recovery modes\n\n[Get Task 2 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: [No questions, proceeds]\nImplementer:\n - Added verify/repair modes\n - 8/8 tests passing\n - Self-review: All good\n - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ❌ Issues:\n - Missing: Progress reporting (spec says \"report every 100 items\")\n - Extra: Added --json flag (not requested)\n\n[Implementer fixes issues]\nImplementer: Removed --json flag, added progress reporting\n\n[Spec reviewer reviews again]\nSpec reviewer: ✅ Spec compliant now\n\n[Dispatch code quality reviewer]\nCode reviewer: Strengths: Solid. Issues (Important): Magic number (100)\n\n[Implementer fixes]\nImplementer: Extracted PROGRESS_INTERVAL constant\n\n[Code reviewer reviews again]\nCode reviewer: ✅ Approved\n\n[Mark Task 2 complete]\n\n...\n\n[After all tasks]\n[Dispatch final code-reviewer]\nFinal reviewer: All requirements met, ready to merge\n\nDone!\n```\n\n## Advantages\n\n**vs. Manual execution:**\n- Subagents follow TDD naturally\n- Fresh context per task (no confusion)\n- Parallel-safe (subagents don't interfere)\n- Subagent can ask questions (before AND during work)\n\n**vs. Executing Plans:**\n- Same session (no handoff)\n- Continuous progress (no waiting)\n- Review checkpoints automatic\n\n**Efficiency gains:**\n- No file reading overhead (controller provides full text)\n- Controller curates exactly what context is needed\n- Subagent gets complete information upfront\n- Questions surfaced before work begins (not after)\n\n**Quality gates:**\n- Self-review catches issues before handoff\n- Two-stage review: spec compliance, then code quality\n- Review loops ensure fixes actually work\n- Spec compliance prevents over/under-building\n- Code quality ensures implementation is well-built\n\n**Cost:**\n- More subagent invocations (implementer + 2 reviewers per task)\n- Controller does more prep work (extracting all tasks upfront)\n- Review loops add iterations\n- But catches issues early (cheaper than debugging later)\n\n## Red Flags\n\n**Never:**\n- Start implementation on main/master branch without explicit user consent\n- Skip reviews (spec compliance OR code quality)\n- Proceed with unfixed issues\n- Dispatch multiple implementation subagents in parallel (conflicts)\n- Make subagent read plan file (provide full text instead)\n- Skip scene-setting context (subagent needs to understand where task fits)\n- Ignore subagent questions (answer before letting them proceed)\n- Accept \"close enough\" on spec compliance (spec reviewer found issues = not done)\n- Skip review loops (reviewer found issues = implementer fixes = review again)\n- Let implementer self-review replace actual review (both are needed)\n- **Start code quality review before spec compliance is ✅** (wrong order)\n- Move to next task while either review has open issues\n\n**If subagent asks questions:**\n- Answer clearly and completely\n- Provide additional context if needed\n- Don't rush them into implementation\n\n**If reviewer finds issues:**\n- Implementer (same subagent) fixes them\n- Reviewer reviews again\n- Repeat until approved\n- Don't skip the re-review\n\n**If subagent fails task:**\n- Dispatch fix subagent with specific instructions\n- Don't try to fix manually (context pollution)\n\n## Integration\n\n**Required workflow skills:**\n- **superpowers:using-git-worktrees** - Ensures isolated workspace (creates one or verifies existing)\n- **superpowers:writing-plans** - Creates the plan this skill executes\n- **superpowers:requesting-code-review** - Code review template for reviewer subagents\n- **superpowers:finishing-a-development-branch** - Complete development after all tasks\n\n**Subagents should use:**\n- **superpowers:test-driven-development** - Subagents follow TDD for each task\n\n**Alternative workflow:**\n- **superpowers:executing-plans** - Use for parallel session instead of same-session execution\n"}]},"isMeta":true,"uuid":"e6a3e878-21bf-4d3a-a8f2-a1095647d6d6","timestamp":"2026-05-18T20:52:33.982Z","sourceToolUseID":"toolu_016JgUDMTvySvnbdzhRAYyMa","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"b2d66643-ba6f-4a61-9c3b-781cdee0741f","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KLXgnNmiccvCu1Di1BVcnd","type":"tool_result","content":"1\t# Implementer Subagent Prompt Template\n2\t\n3\tUse this template when dispatching an implementer subagent.\n4\t\n5\t```\n6\tTask tool (general-purpose):\n7\t description: \"Implement Task N: [task name]\"\n8\t prompt: |\n9\t You are implementing Task N: [task name]\n10\t\n11\t ## Task Description\n12\t\n13\t [FULL TEXT of task from plan - paste it here, don't make subagent read file]\n14\t\n15\t ## Context\n16\t\n17\t [Scene-setting: where this fits, dependencies, architectural context]\n18\t\n19\t ## Before You Begin\n20\t\n21\t If you have questions about:\n22\t - The requirements or acceptance criteria\n23\t - The approach or implementation strategy\n24\t - Dependencies or assumptions\n25\t - Anything unclear in the task description\n26\t\n27\t **Ask them now.** Raise any concerns before starting work.\n28\t\n29\t ## Your Job\n30\t\n31\t Once you're clear on requirements:\n32\t 1. Implement exactly what the task specifies\n33\t 2. Write tests (following TDD if task says to)\n34\t 3. Verify implementation works\n35\t 4. Commit your work\n36\t 5. Self-review (see below)\n37\t 6. Report back\n38\t\n39\t Work from: [directory]\n40\t\n41\t **While you work:** If you encounter something unexpected or unclear, **ask questions**.\n42\t It's always OK to pause and clarify. Don't guess or make assumptions.\n43\t\n44\t ## Code Organization\n45\t\n46\t You reason best about code you can hold in context at once, and your edits are more\n47\t reliable when files are focused. Keep this in mind:\n48\t - Follow the file structure defined in the plan\n49\t - Each file should have one clear responsibility with a well-defined interface\n50\t - If a file you're creating is growing beyond the plan's intent, stop and report\n51\t it as DONE_WITH_CONCERNS — don't split files on your own without plan guidance\n52\t - If an existing file you're modifying is already large or tangled, work carefully\n53\t and note it as a concern in your report\n54\t - In existing codebases, follow established patterns. Improve code you're touching\n55\t the way a good developer would, but don't restructure things outside your task.\n56\t\n57\t ## When You're in Over Your Head\n58\t\n59\t It is always OK to stop and say \"this is too hard for me.\" Bad work is worse than\n60\t no work. You will not be penalized for escalating.\n61\t\n62\t **STOP and escalate when:**\n63\t - The task requires architectural decisions with multiple valid approaches\n64\t - You need to understand code beyond what was provided and can't find clarity\n65\t - You feel uncertain about whether your approach is correct\n66\t - The task involves restructuring existing code in ways the plan didn't anticipate\n67\t - You've been reading file after file trying to understand the system without progress\n68\t\n69\t **How to escalate:** Report back with status BLOCKED or NEEDS_CONTEXT. Describe\n70\t specifically what you're stuck on, what you've tried, and what kind of help you need.\n71\t The controller can provide more context, re-dispatch with a more capable model,\n72\t or break the task into smaller pieces.\n73\t\n74\t ## Before Reporting Back: Self-Review\n75\t\n76\t Review your work with fresh eyes. Ask yourself:\n77\t\n78\t **Completeness:**\n79\t - Did I fully implement everything in the spec?\n80\t - Did I miss any requirements?\n81\t - Are there edge cases I didn't handle?\n82\t\n83\t **Quality:**\n84\t - Is this my best work?\n85\t - Are names clear and accurate (match what things do, not how they work)?\n86\t - Is the code clean and maintainable?\n87\t\n88\t **Discipline:**\n89\t - Did I avoid overbuilding (YAGNI)?\n90\t - Did I only build what was requested?\n91\t - Did I follow existing patterns in the codebase?\n92\t\n93\t **Testing:**\n94\t - Do tests actually verify behavior (not just mock behavior)?\n95\t - Did I follow TDD if required?\n96\t - Are tests comprehensive?\n97\t\n98\t If you find issues during self-review, fix them now before reporting.\n99\t\n100\t ## Report Format\n101\t\n102\t When done, report:\n103\t - **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n104\t - What you implemented (or what you attempted, if blocked)\n105\t - What you tested and test results\n106\t - Files changed\n107\t - Self-review findings (if any)\n108\t - Any issues or concerns\n109\t\n110\t Use DONE_WITH_CONCERNS if you completed the work but have doubts about correctness.\n111\t Use BLOCKED if you cannot complete the task. Use NEEDS_CONTEXT if you need\n112\t information that wasn't provided. Never silently produce work you're unsure about.\n113\t```\n114\t"}]},"uuid":"9577fc8c-c216-4dee-b7a2-fce0ac079c4b","timestamp":"2026-05-18T20:54:59.865Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/subagent-driven-development/implementer-prompt.md","content":"# Implementer Subagent Prompt Template\n\nUse this template when dispatching an implementer subagent.\n\n```\nTask tool (general-purpose):\n description: \"Implement Task N: [task name]\"\n prompt: |\n You are implementing Task N: [task name]\n\n ## Task Description\n\n [FULL TEXT of task from plan - paste it here, don't make subagent read file]\n\n ## Context\n\n [Scene-setting: where this fits, dependencies, architectural context]\n\n ## Before You Begin\n\n If you have questions about:\n - The requirements or acceptance criteria\n - The approach or implementation strategy\n - Dependencies or assumptions\n - Anything unclear in the task description\n\n **Ask them now.** Raise any concerns before starting work.\n\n ## Your Job\n\n Once you're clear on requirements:\n 1. Implement exactly what the task specifies\n 2. Write tests (following TDD if task says to)\n 3. Verify implementation works\n 4. Commit your work\n 5. Self-review (see below)\n 6. Report back\n\n Work from: [directory]\n\n **While you work:** If you encounter something unexpected or unclear, **ask questions**.\n It's always OK to pause and clarify. Don't guess or make assumptions.\n\n ## Code Organization\n\n You reason best about code you can hold in context at once, and your edits are more\n reliable when files are focused. Keep this in mind:\n - Follow the file structure defined in the plan\n - Each file should have one clear responsibility with a well-defined interface\n - If a file you're creating is growing beyond the plan's intent, stop and report\n it as DONE_WITH_CONCERNS — don't split files on your own without plan guidance\n - If an existing file you're modifying is already large or tangled, work carefully\n and note it as a concern in your report\n - In existing codebases, follow established patterns. Improve code you're touching\n the way a good developer would, but don't restructure things outside your task.\n\n ## When You're in Over Your Head\n\n It is always OK to stop and say \"this is too hard for me.\" Bad work is worse than\n no work. You will not be penalized for escalating.\n\n **STOP and escalate when:**\n - The task requires architectural decisions with multiple valid approaches\n - You need to understand code beyond what was provided and can't find clarity\n - You feel uncertain about whether your approach is correct\n - The task involves restructuring existing code in ways the plan didn't anticipate\n - You've been reading file after file trying to understand the system without progress\n\n **How to escalate:** Report back with status BLOCKED or NEEDS_CONTEXT. Describe\n specifically what you're stuck on, what you've tried, and what kind of help you need.\n The controller can provide more context, re-dispatch with a more capable model,\n or break the task into smaller pieces.\n\n ## Before Reporting Back: Self-Review\n\n Review your work with fresh eyes. Ask yourself:\n\n **Completeness:**\n - Did I fully implement everything in the spec?\n - Did I miss any requirements?\n - Are there edge cases I didn't handle?\n\n **Quality:**\n - Is this my best work?\n - Are names clear and accurate (match what things do, not how they work)?\n - Is the code clean and maintainable?\n\n **Discipline:**\n - Did I avoid overbuilding (YAGNI)?\n - Did I only build what was requested?\n - Did I follow existing patterns in the codebase?\n\n **Testing:**\n - Do tests actually verify behavior (not just mock behavior)?\n - Did I follow TDD if required?\n - Are tests comprehensive?\n\n If you find issues during self-review, fix them now before reporting.\n\n ## Report Format\n\n When done, report:\n - **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n - What you implemented (or what you attempted, if blocked)\n - What you tested and test results\n - Files changed\n - Self-review findings (if any)\n - Any issues or concerns\n\n Use DONE_WITH_CONCERNS if you completed the work but have doubts about correctness.\n Use BLOCKED if you cannot complete the task. Use NEEDS_CONTEXT if you need\n information that wasn't provided. Never silently produce work you're unsure about.\n```\n","numLines":114,"startLine":1,"totalLines":114}},"sourceToolAssistantUUID":"b2d66643-ba6f-4a61-9c3b-781cdee0741f","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"a243f8fb-2bd9-4c69-94d0-3da448e57e21","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013jPvvVy67yhgztV1DWvU9S","type":"tool_result","content":"1\t# Spec Compliance Reviewer Prompt Template\n2\t\n3\tUse this template when dispatching a spec compliance reviewer subagent.\n4\t\n5\t**Purpose:** Verify implementer built what was requested (nothing more, nothing less)\n6\t\n7\t```\n8\tTask tool (general-purpose):\n9\t description: \"Review spec compliance for Task N\"\n10\t prompt: |\n11\t You are reviewing whether an implementation matches its specification.\n12\t\n13\t ## What Was Requested\n14\t\n15\t [FULL TEXT of task requirements]\n16\t\n17\t ## What Implementer Claims They Built\n18\t\n19\t [From implementer's report]\n20\t\n21\t ## CRITICAL: Do Not Trust the Report\n22\t\n23\t The implementer finished suspiciously quickly. Their report may be incomplete,\n24\t inaccurate, or optimistic. You MUST verify everything independently.\n25\t\n26\t **DO NOT:**\n27\t - Take their word for what they implemented\n28\t - Trust their claims about completeness\n29\t - Accept their interpretation of requirements\n30\t\n31\t **DO:**\n32\t - Read the actual code they wrote\n33\t - Compare actual implementation to requirements line by line\n34\t - Check for missing pieces they claimed to implement\n35\t - Look for extra features they didn't mention\n36\t\n37\t ## Your Job\n38\t\n39\t Read the implementation code and verify:\n40\t\n41\t **Missing requirements:**\n42\t - Did they implement everything that was requested?\n43\t - Are there requirements they skipped or missed?\n44\t - Did they claim something works but didn't actually implement it?\n45\t\n46\t **Extra/unneeded work:**\n47\t - Did they build things that weren't requested?\n48\t - Did they over-engineer or add unnecessary features?\n49\t - Did they add \"nice to haves\" that weren't in spec?\n50\t\n51\t **Misunderstandings:**\n52\t - Did they interpret requirements differently than intended?\n53\t - Did they solve the wrong problem?\n54\t - Did they implement the right feature but wrong way?\n55\t\n56\t **Verify by reading code, not by trusting report.**\n57\t\n58\t Report:\n59\t - ✅ Spec compliant (if everything matches after code inspection)\n60\t - ❌ Issues found: [list specifically what's missing or extra, with file:line references]\n61\t```\n62\t"}]},"uuid":"86706901-5abb-4856-b9b3-3f9b1e45047f","timestamp":"2026-05-18T20:55:01.461Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/subagent-driven-development/spec-reviewer-prompt.md","content":"# Spec Compliance Reviewer Prompt Template\n\nUse this template when dispatching a spec compliance reviewer subagent.\n\n**Purpose:** Verify implementer built what was requested (nothing more, nothing less)\n\n```\nTask tool (general-purpose):\n description: \"Review spec compliance for Task N\"\n prompt: |\n You are reviewing whether an implementation matches its specification.\n\n ## What Was Requested\n\n [FULL TEXT of task requirements]\n\n ## What Implementer Claims They Built\n\n [From implementer's report]\n\n ## CRITICAL: Do Not Trust the Report\n\n The implementer finished suspiciously quickly. Their report may be incomplete,\n inaccurate, or optimistic. You MUST verify everything independently.\n\n **DO NOT:**\n - Take their word for what they implemented\n - Trust their claims about completeness\n - Accept their interpretation of requirements\n\n **DO:**\n - Read the actual code they wrote\n - Compare actual implementation to requirements line by line\n - Check for missing pieces they claimed to implement\n - Look for extra features they didn't mention\n\n ## Your Job\n\n Read the implementation code and verify:\n\n **Missing requirements:**\n - Did they implement everything that was requested?\n - Are there requirements they skipped or missed?\n - Did they claim something works but didn't actually implement it?\n\n **Extra/unneeded work:**\n - Did they build things that weren't requested?\n - Did they over-engineer or add unnecessary features?\n - Did they add \"nice to haves\" that weren't in spec?\n\n **Misunderstandings:**\n - Did they interpret requirements differently than intended?\n - Did they solve the wrong problem?\n - Did they implement the right feature but wrong way?\n\n **Verify by reading code, not by trusting report.**\n\n Report:\n - ✅ Spec compliant (if everything matches after code inspection)\n - ❌ Issues found: [list specifically what's missing or extra, with file:line references]\n```\n","numLines":62,"startLine":1,"totalLines":62}},"sourceToolAssistantUUID":"a243f8fb-2bd9-4c69-94d0-3da448e57e21","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"ca6d1621-46a0-4d64-893c-1e86e3b3943c","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01G3HrfSorrYF2TPfpDZvycw","type":"tool_result","content":"1\t# Code Quality Reviewer Prompt Template\n2\t\n3\tUse this template when dispatching a code quality reviewer subagent.\n4\t\n5\t**Purpose:** Verify implementation is well-built (clean, tested, maintainable)\n6\t\n7\t**Only dispatch after spec compliance review passes.**\n8\t\n9\t```\n10\tTask tool (general-purpose):\n11\t Use template at requesting-code-review/code-reviewer.md\n12\t\n13\t DESCRIPTION: [task summary, from implementer's report]\n14\t PLAN_OR_REQUIREMENTS: Task N from [plan-file]\n15\t BASE_SHA: [commit before task]\n16\t HEAD_SHA: [current commit]\n17\t```\n18\t\n19\t**In addition to standard code quality concerns, the reviewer should check:**\n20\t- Does each file have one clear responsibility with a well-defined interface?\n21\t- Are units decomposed so they can be understood and tested independently?\n22\t- Is the implementation following the file structure from the plan?\n23\t- Did this implementation create new files that are already large, or significantly grow existing files? (Don't flag pre-existing file sizes — focus on what this change contributed.)\n24\t\n25\t**Code reviewer returns:** Strengths, Issues (Critical/Important/Minor), Assessment\n26\t"}]},"uuid":"9faaaf73-a1f5-46ac-b46c-32ff88d8d973","timestamp":"2026-05-18T20:55:05.481Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/subagent-driven-development/code-quality-reviewer-prompt.md","content":"# Code Quality Reviewer Prompt Template\n\nUse this template when dispatching a code quality reviewer subagent.\n\n**Purpose:** Verify implementation is well-built (clean, tested, maintainable)\n\n**Only dispatch after spec compliance review passes.**\n\n```\nTask tool (general-purpose):\n Use template at requesting-code-review/code-reviewer.md\n\n DESCRIPTION: [task summary, from implementer's report]\n PLAN_OR_REQUIREMENTS: Task N from [plan-file]\n BASE_SHA: [commit before task]\n HEAD_SHA: [current commit]\n```\n\n**In addition to standard code quality concerns, the reviewer should check:**\n- Does each file have one clear responsibility with a well-defined interface?\n- Are units decomposed so they can be understood and tested independently?\n- Is the implementation following the file structure from the plan?\n- Did this implementation create new files that are already large, or significantly grow existing files? (Don't flag pre-existing file sizes — focus on what this change contributed.)\n\n**Code reviewer returns:** Strengths, Issues (Critical/Important/Minor), Assessment\n","numLines":26,"startLine":1,"totalLines":26}},"sourceToolAssistantUUID":"ca6d1621-46a0-4d64-893c-1e86e3b3943c","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"235b83d1-5a9f-43b2-8595-dc9198838c53","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014nKWc7k3GfRpu61SRdbAf5","type":"tool_result","content":"1\t# Code Reviewer Prompt Template\n2\t\n3\tUse this template when dispatching a code reviewer subagent.\n4\t\n5\t**Purpose:** Review completed work against requirements and code quality standards before it cascades into more work.\n6\t\n7\t```\n8\tTask tool (general-purpose):\n9\t description: \"Review code changes\"\n10\t prompt: |\n11\t You are a Senior Code Reviewer with expertise in software architecture,\n12\t design patterns, and best practices. Your job is to review completed work\n13\t against its plan or requirements and identify issues before they cascade.\n14\t\n15\t ## What Was Implemented\n16\t\n17\t {DESCRIPTION}\n18\t\n19\t ## Requirements / Plan\n20\t\n21\t {PLAN_OR_REQUIREMENTS}\n22\t\n23\t ## Git Range to Review\n24\t\n25\t **Base:** {BASE_SHA}\n26\t **Head:** {HEAD_SHA}\n27\t\n28\t ```bash\n29\t git diff --stat {BASE_SHA}..{HEAD_SHA}\n30\t git diff {BASE_SHA}..{HEAD_SHA}\n31\t ```\n32\t\n33\t ## What to Check\n34\t\n35\t **Plan alignment:**\n36\t - Does the implementation match the plan / requirements?\n37\t - Are deviations justified improvements, or problematic departures?\n38\t - Is all planned functionality present?\n39\t\n40\t **Code quality:**\n41\t - Clean separation of concerns?\n42\t - Proper error handling?\n43\t - Type safety where applicable?\n44\t - DRY without premature abstraction?\n45\t - Edge cases handled?\n46\t\n47\t **Architecture:**\n48\t - Sound design decisions?\n49\t - Reasonable scalability and performance?\n50\t - Security concerns?\n51\t - Integrates cleanly with surrounding code?\n52\t\n53\t **Testing:**\n54\t - Tests verify real behavior, not mocks?\n55\t - Edge cases covered?\n56\t - Integration tests where they matter?\n57\t - All tests passing?\n58\t\n59\t **Production readiness:**\n60\t - Migration strategy if schema changed?\n61\t - Backward compatibility considered?\n62\t - Documentation complete?\n63\t - No obvious bugs?\n64\t\n65\t ## Calibration\n66\t\n67\t Categorize issues by actual severity. Not everything is Critical.\n68\t Acknowledge what was done well before listing issues — accurate praise\n69\t helps the implementer trust the rest of the feedback.\n70\t\n71\t If you find significant deviations from the plan, flag them specifically\n72\t so the implementer can confirm whether the deviation was intentional.\n73\t If you find issues with the plan itself rather than the implementation,\n74\t say so.\n75\t\n76\t ## Output Format\n77\t\n78\t ### Strengths\n79\t [What's well done? Be specific.]\n80\t\n81\t ### Issues\n82\t\n83\t #### Critical (Must Fix)\n84\t [Bugs, security issues, data loss risks, broken functionality]\n85\t\n86\t #### Important (Should Fix)\n87\t [Architecture problems, missing features, poor error handling, test gaps]\n88\t\n89\t #### Minor (Nice to Have)\n90\t [Code style, optimization opportunities, documentation polish]\n91\t\n92\t For each issue:\n93\t - File:line reference\n94\t - What's wrong\n95\t - Why it matters\n96\t - How to fix (if not obvious)\n97\t\n98\t ### Recommendations\n99\t [Improvements for code quality, architecture, or process]\n100\t\n101\t ### Assessment\n102\t\n103\t **Ready to merge?** [Yes | No | With fixes]\n104\t\n105\t **Reasoning:** [1-2 sentence technical assessment]\n106\t\n107\t ## Critical Rules\n108\t\n109\t **DO:**\n110\t - Categorize by actual severity\n111\t - Be specific (file:line, not vague)\n112\t - Explain WHY each issue matters\n113\t - Acknowledge strengths\n114\t - Give a clear verdict\n115\t\n116\t **DON'T:**\n117\t - Say \"looks good\" without checking\n118\t - Mark nitpicks as Critical\n119\t - Give feedback on code you didn't actually read\n120\t - Be vague (\"improve error handling\")\n121\t - Avoid giving a clear verdict\n122\t```\n123\t\n124\t**Placeholders:**\n125\t- `{DESCRIPTION}` — brief summary of what was built\n126\t- `{PLAN_OR_REQUIREMENTS}` — what it should do (plan file path, task text, or requirements)\n127\t- `{BASE_SHA}` — starting commit\n128\t- `{HEAD_SHA}` — ending commit\n129\t\n130\t**Reviewer returns:** Strengths, Issues (Critical / Important / Minor), Recommendations, Assessment\n131\t\n132\t## Example Output\n133\t\n134\t```\n135\t### Strengths\n136\t- Clean database schema with proper migrations (db.ts:15-42)\n137\t- Comprehensive test coverage (18 tests, all edge cases)\n138\t- Good error handling with fallbacks (summarizer.ts:85-92)\n139\t\n140\t### Issues\n141\t\n142\t#### Important\n143\t1. **Missing help text in CLI wrapper**\n144\t - File: index-conversations:1-31\n145\t - Issue: No --help flag, users won't discover --concurrency\n146\t - Fix: Add --help case with usage examples\n147\t\n148\t2. **Date validation missing**\n149\t - File: search.ts:25-27\n150\t - Issue: Invalid dates silently return no results\n151\t - Fix: Validate ISO format, throw error with example\n152\t\n153\t#### Minor\n154\t1. **Progress indicators**\n155\t - File: indexer.ts:130\n156\t - Issue: No \"X of Y\" counter for long operations\n157\t - Impact: Users don't know how long to wait\n158\t\n159\t### Recommendations\n160\t- Add progress reporting for user experience\n161\t- Consider config file for excluded projects (portability)\n162\t\n163\t### Assessment\n164\t\n165\t**Ready to merge: With fixes**\n166\t\n167\t**Reasoning:** Core implementation is solid with good architecture and tests. Important issues (help text, date validation) are easily fixed and don't affect core functionality.\n168\t```\n169\t"}]},"uuid":"5c98fc2d-e7a6-4bbd-9ac5-092dde563da3","timestamp":"2026-05-18T20:55:13.134Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/requesting-code-review/code-reviewer.md","content":"# Code Reviewer Prompt Template\n\nUse this template when dispatching a code reviewer subagent.\n\n**Purpose:** Review completed work against requirements and code quality standards before it cascades into more work.\n\n```\nTask tool (general-purpose):\n description: \"Review code changes\"\n prompt: |\n You are a Senior Code Reviewer with expertise in software architecture,\n design patterns, and best practices. Your job is to review completed work\n against its plan or requirements and identify issues before they cascade.\n\n ## What Was Implemented\n\n {DESCRIPTION}\n\n ## Requirements / Plan\n\n {PLAN_OR_REQUIREMENTS}\n\n ## Git Range to Review\n\n **Base:** {BASE_SHA}\n **Head:** {HEAD_SHA}\n\n ```bash\n git diff --stat {BASE_SHA}..{HEAD_SHA}\n git diff {BASE_SHA}..{HEAD_SHA}\n ```\n\n ## What to Check\n\n **Plan alignment:**\n - Does the implementation match the plan / requirements?\n - Are deviations justified improvements, or problematic departures?\n - Is all planned functionality present?\n\n **Code quality:**\n - Clean separation of concerns?\n - Proper error handling?\n - Type safety where applicable?\n - DRY without premature abstraction?\n - Edge cases handled?\n\n **Architecture:**\n - Sound design decisions?\n - Reasonable scalability and performance?\n - Security concerns?\n - Integrates cleanly with surrounding code?\n\n **Testing:**\n - Tests verify real behavior, not mocks?\n - Edge cases covered?\n - Integration tests where they matter?\n - All tests passing?\n\n **Production readiness:**\n - Migration strategy if schema changed?\n - Backward compatibility considered?\n - Documentation complete?\n - No obvious bugs?\n\n ## Calibration\n\n Categorize issues by actual severity. Not everything is Critical.\n Acknowledge what was done well before listing issues — accurate praise\n helps the implementer trust the rest of the feedback.\n\n If you find significant deviations from the plan, flag them specifically\n so the implementer can confirm whether the deviation was intentional.\n If you find issues with the plan itself rather than the implementation,\n say so.\n\n ## Output Format\n\n ### Strengths\n [What's well done? Be specific.]\n\n ### Issues\n\n #### Critical (Must Fix)\n [Bugs, security issues, data loss risks, broken functionality]\n\n #### Important (Should Fix)\n [Architecture problems, missing features, poor error handling, test gaps]\n\n #### Minor (Nice to Have)\n [Code style, optimization opportunities, documentation polish]\n\n For each issue:\n - File:line reference\n - What's wrong\n - Why it matters\n - How to fix (if not obvious)\n\n ### Recommendations\n [Improvements for code quality, architecture, or process]\n\n ### Assessment\n\n **Ready to merge?** [Yes | No | With fixes]\n\n **Reasoning:** [1-2 sentence technical assessment]\n\n ## Critical Rules\n\n **DO:**\n - Categorize by actual severity\n - Be specific (file:line, not vague)\n - Explain WHY each issue matters\n - Acknowledge strengths\n - Give a clear verdict\n\n **DON'T:**\n - Say \"looks good\" without checking\n - Mark nitpicks as Critical\n - Give feedback on code you didn't actually read\n - Be vague (\"improve error handling\")\n - Avoid giving a clear verdict\n```\n\n**Placeholders:**\n- `{DESCRIPTION}` — brief summary of what was built\n- `{PLAN_OR_REQUIREMENTS}` — what it should do (plan file path, task text, or requirements)\n- `{BASE_SHA}` — starting commit\n- `{HEAD_SHA}` — ending commit\n\n**Reviewer returns:** Strengths, Issues (Critical / Important / Minor), Recommendations, Assessment\n\n## Example Output\n\n```\n### Strengths\n- Clean database schema with proper migrations (db.ts:15-42)\n- Comprehensive test coverage (18 tests, all edge cases)\n- Good error handling with fallbacks (summarizer.ts:85-92)\n\n### Issues\n\n#### Important\n1. **Missing help text in CLI wrapper**\n - File: index-conversations:1-31\n - Issue: No --help flag, users won't discover --concurrency\n - Fix: Add --help case with usage examples\n\n2. **Date validation missing**\n - File: search.ts:25-27\n - Issue: Invalid dates silently return no results\n - Fix: Validate ISO format, throw error with example\n\n#### Minor\n1. **Progress indicators**\n - File: indexer.ts:130\n - Issue: No \"X of Y\" counter for long operations\n - Impact: Users don't know how long to wait\n\n### Recommendations\n- Add progress reporting for user experience\n- Consider config file for excluded projects (portability)\n\n### Assessment\n\n**Ready to merge: With fixes**\n\n**Reasoning:** Core implementation is solid with good architecture and tests. 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{"parentUuid":"2ee978bc-c3fd-450d-be1e-cf11c8f2f092","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_015NyFo8gbUveRDWudpeEWn2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KF4WRPrMy3qopkQRnmDuhY","name":"Agent","input":{"description":"Implement Task 1: Bootstrap resources","model":"sonnet","prompt":"You are implementing Task 1: Bootstrap Resources for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 1: Bootstrap Resources\n\nCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n\n**Files:**\n- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n- [ ] **Step 1: Create directory structure**\n\n```bash\nmkdir -p deploy/kubernetes/base/bootstrap\n```\n\n- [ ] **Step 2: Create namespace.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/namespace.yaml\napiVersion: v1\nkind: Namespace\nmetadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create serviceaccount.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/secret.yaml\napiVersion: external-secrets.io/v1beta1\nkind: ExternalSecret\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n refreshInterval: 1h\n secretStoreRef:\n name: vault\n kind: ClusterSecretStore\n target:\n name: churn-renewal-forecast\n creationPolicy: Owner\n data:\n - secretKey: DATABASE_URL\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: DATABASE_URL\n - secretKey: CLERK_SECRET_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: CLERK_SECRET_KEY\n - secretKey: FRONT_API_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN\n - secretKey: FRONT_API_TOKEN_2\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN_2\n - secretKey: PRODUCTBOARD_API_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: PRODUCTBOARD_API_KEY\n - secretKey: SLACK_BOT_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: SLACK_BOT_TOKEN\n```\n\n- [ ] **Step 5: Create app-config.env**\n\n```env\n# deploy/kubernetes/base/bootstrap/app-config.env\nAPP_URL=https://churn-forecast.infrastructure.immuta.io\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\nSLACK_TEST_CHANNEL=\nPG_POOL_MAX=10\nPG_POOL_IDLE_TIMEOUT_MS=30000\nPG_POOL_CONNECTION_TIMEOUT_MS=2000\nNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\nNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\nNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\nNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n```\n\n- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n\n`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n\n```yaml\n# deploy/kubernetes/base/bootstrap/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\n- [ ] **Step 7: Validate bootstrap kustomization builds**\n\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\n\nExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n```\n\n## Context\n\nThis is the first task of a 6-task Kustomize deployment build for the `churn-renewal-forecast` app. You are creating the foundational bootstrap resources — namespace, service account, secrets from Vault, and non-sensitive config. Later tasks depend on the namespace and named resources (ConfigMap `churn-renewal-forecast-config`, Secret `churn-renewal-forecast`) existing.\n\n- **App:** `churn-renewal-forecast` — Next.js + Prisma + pg-boss worker\n- **Namespace:** `churn-renewal-forecast`\n- **Vault path:** `/internal/churn-renewal-forecast`\n- **Secret store:** `ClusterSecretStore` named `vault`\n- **Working directory:** `/Users/steve.briggs/projects/churn-renewal-forecast`\n- **Kustomize:** available at `kustomize` in PATH (v4.5.7)\n\n## Your Job\n\nCreate exactly the files specified — no more, no less. Validate with `kustomize build`, then commit. There are no unit tests to write; for Kubernetes YAML the validation IS the test.\n\nNote: `app-config.env` must NOT have comment lines (lines starting with `#`) — Kustomize's `configMapGenerator` does not support comments in `.env` files and will fail the build.\n\n## Report Format\n\nWhen done:\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- What you implemented\n- Files changed\n- Validation result (`kustomize build` output summary)\n- Any concerns\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":90,"cache_read_input_tokens":136665,"output_tokens":1721,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":90,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1721,"cache_read_input_tokens":136665,"cache_creation_input_tokens":90,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":90},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAhcT16LCNKaswF41M6Q","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"6f306edf-04ed-49f9-887c-95409f133021","timestamp":"2026-05-18T20:55:49.622Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"6f306edf-04ed-49f9-887c-95409f133021","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KF4WRPrMy3qopkQRnmDuhY","type":"tool_result","content":[{"type":"text","text":"That's a W, Sir Charles of St Cheese.\n\n---\n\n**Status:** DONE\n\n**What was implemented:**\nCreated all 5 bootstrap resource files under `deploy/kubernetes/base/bootstrap/`:\n\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with `app.kubernetes.io/name` label\n- `serviceaccount.yaml` — ServiceAccount in that namespace with matching label\n- `secret.yaml` — ExternalSecret pulling 6 keys from Vault path `/internal/churn-renewal-forecast` via `ClusterSecretStore/vault`\n- `app-config.env` — Non-sensitive config (no comment lines, Kustomize-safe)\n- `kustomization.yaml` — Wires resources + configMapGenerator with `disableNameSuffixHash: true`\n\n**Files changed:** 5 new files, all in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/`\n\n**Validation result:** `kustomize build` produced clean YAML output with all 4 resource types — Namespace, ServiceAccount, ConfigMap (with all 11 env vars), and ExternalSecret (with all 6 secret keys). Zero errors.\n\n**Concerns:** None. The ConfigMap name `churn-renewal-forecast-config` and Secret name `churn-renewal-forecast` are stable for downstream tasks to reference."},{"type":"text","text":"agentId: a7a3a60daa8402441 (use SendMessage with to: 'a7a3a60daa8402441' to continue this agent)\n<usage>total_tokens: 18898\ntool_uses: 8\nduration_ms: 2009953</usage>"}]}]},"uuid":"e9e9548d-8e58-4c0b-9a4c-384228a53c5e","timestamp":"2026-05-18T21:29:19.783Z","toolUseResult":{"status":"completed","prompt":"You are implementing Task 1: Bootstrap Resources for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 1: Bootstrap Resources\n\nCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n\n**Files:**\n- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n- [ ] **Step 1: Create directory structure**\n\n```bash\nmkdir -p deploy/kubernetes/base/bootstrap\n```\n\n- [ ] **Step 2: Create namespace.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/namespace.yaml\napiVersion: v1\nkind: Namespace\nmetadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create serviceaccount.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/secret.yaml\napiVersion: external-secrets.io/v1beta1\nkind: ExternalSecret\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n refreshInterval: 1h\n secretStoreRef:\n name: vault\n kind: ClusterSecretStore\n target:\n name: churn-renewal-forecast\n creationPolicy: Owner\n data:\n - secretKey: DATABASE_URL\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: DATABASE_URL\n - secretKey: CLERK_SECRET_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: CLERK_SECRET_KEY\n - secretKey: FRONT_API_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN\n - secretKey: FRONT_API_TOKEN_2\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN_2\n - secretKey: PRODUCTBOARD_API_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: PRODUCTBOARD_API_KEY\n - secretKey: SLACK_BOT_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: SLACK_BOT_TOKEN\n```\n\n- [ ] **Step 5: Create app-config.env**\n\n```env\n# deploy/kubernetes/base/bootstrap/app-config.env\nAPP_URL=https://churn-forecast.infrastructure.immuta.io\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\nSLACK_TEST_CHANNEL=\nPG_POOL_MAX=10\nPG_POOL_IDLE_TIMEOUT_MS=30000\nPG_POOL_CONNECTION_TIMEOUT_MS=2000\nNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\nNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\nNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\nNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n```\n\n- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n\n`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n\n```yaml\n# deploy/kubernetes/base/bootstrap/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\n- [ ] **Step 7: Validate bootstrap kustomization builds**\n\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\n\nExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n```\n\n## Context\n\nThis is the first task of a 6-task Kustomize deployment build for the `churn-renewal-forecast` app. You are creating the foundational bootstrap resources — namespace, service account, secrets from Vault, and non-sensitive config. 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There are no unit tests to write; for Kubernetes YAML the validation IS the test.\n\nNote: `app-config.env` must NOT have comment lines (lines starting with `#`) — Kustomize's `configMapGenerator` does not support comments in `.env` files and will fail the build.\n\n## Report Format\n\nWhen done:\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- What you implemented\n- Files changed\n- Validation result (`kustomize build` output summary)\n- Any concerns\n","agentId":"a7a3a60daa8402441","agentType":"general-purpose","content":[{"type":"text","text":"That's a W, Sir Charles of St Cheese.\n\n---\n\n**Status:** DONE\n\n**What was implemented:**\nCreated all 5 bootstrap resource files under `deploy/kubernetes/base/bootstrap/`:\n\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with `app.kubernetes.io/name` label\n- `serviceaccount.yaml` — ServiceAccount in that namespace with matching label\n- `secret.yaml` — ExternalSecret pulling 6 keys from Vault path `/internal/churn-renewal-forecast` via `ClusterSecretStore/vault`\n- `app-config.env` — Non-sensitive config (no comment lines, Kustomize-safe)\n- `kustomization.yaml` — Wires resources + configMapGenerator with `disableNameSuffixHash: true`\n\n**Files changed:** 5 new files, all in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/`\n\n**Validation result:** `kustomize build` produced clean YAML output with all 4 resource types — Namespace, ServiceAccount, ConfigMap (with all 11 env vars), and ExternalSecret (with all 6 secret keys). Zero errors.\n\n**Concerns:** None. The ConfigMap name `churn-renewal-forecast-config` and Secret name `churn-renewal-forecast` are stable for downstream tasks to reference."}],"totalDurationMs":2009953,"totalTokens":18898,"totalToolUseCount":8,"usage":{"input_tokens":1,"cache_creation_input_tokens":342,"cache_read_input_tokens":18226,"output_tokens":329,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":342},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":329,"cache_read_input_tokens":18226,"cache_creation_input_tokens":342,"cache_creation":{"ephemeral_5m_input_tokens":342,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":0,"searchCount":0,"bashCount":3,"editFileCount":5,"linesAdded":84,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"6f306edf-04ed-49f9-887c-95409f133021","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"8ee0f0e2-727d-4f6f-9ff6-7150f2dcf7af","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01FuT9PcPAuQ8h9KxhkCWxee","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011FPpfM9fbK23DG9EYtBt4Q","name":"Agent","input":{"description":"Spec compliance review for Task 1: Bootstrap resources","model":"sonnet","prompt":"You are reviewing whether an implementation matches its specification.\n\n## What Was Requested\n\nTask 1: Bootstrap Resources — create 5 files under `deploy/kubernetes/base/bootstrap/`:\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with label `app.kubernetes.io/name: churn-renewal-forecast`\n- `serviceaccount.yaml` — ServiceAccount named `churn-renewal-forecast` in namespace `churn-renewal-forecast` with label `app.kubernetes.io/name: churn-renewal-forecast`\n- `secret.yaml` — ExternalSecret (external-secrets.io/v1beta1) pulling from ClusterSecretStore named `vault` at path `/internal/churn-renewal-forecast`. Must map: DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN. refreshInterval: 1h. target name: churn-renewal-forecast. creationPolicy: Owner.\n- `app-config.env` — ConfigMap source (no comment lines). Must contain: APP_URL, NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY, NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE, SLACK_TEST_CHANNEL, PG_POOL_MAX, PG_POOL_IDLE_TIMEOUT_MS, PG_POOL_CONNECTION_TIMEOUT_MS, NEXT_PUBLIC_CLERK_SIGN_IN_URL, NEXT_PUBLIC_CLERK_SIGN_UP_URL, NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL, NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL\n- `kustomization.yaml` — resources: namespace.yaml, serviceaccount.yaml, secret.yaml. configMapGenerator for `churn-renewal-forecast-config` from app-config.env. generatorOptions with disableNameSuffixHash: true.\n- `kustomize build deploy/kubernetes/base/bootstrap` must succeed.\n- Committed with message matching `feat: add k8s bootstrap resources`.\n\n## What Implementer Claims They Built\n\nAll 5 files created. kustomize build produced clean output with Namespace, ServiceAccount, ConfigMap (11 env vars), ExternalSecret (6 keys). Committed.\n\n## CRITICAL: Do Not Trust the Report\n\nVerify everything by reading the actual files.\n\n## Your Job\n\nRead each file at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/` and verify:\n- All required keys present in secret.yaml\n- All required vars present in app-config.env (and no comment lines)\n- kustomization.yaml has correct structure\n- Run `kustomize build deploy/kubernetes/base/bootstrap` from `/Users/steve.briggs/projects/churn-renewal-forecast` and confirm it succeeds\n- Check git log to confirm commit exists\n\nReport:\n- ✅ Spec compliant (if everything matches after code inspection)\n- ❌ Issues found: [list specifically what's missing or extra, with file:line references]\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":176,"cache_read_input_tokens":138885,"output_tokens":851,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":176,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":851,"cache_read_input_tokens":138885,"cache_creation_input_tokens":176,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":176},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAkCNrjYKJ3PfgHsS1YS","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"66fd9eca-b8ef-4f3e-a9cc-fed574c5a900","timestamp":"2026-05-18T21:29:32.877Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"66fd9eca-b8ef-4f3e-a9cc-fed574c5a900","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011FPpfM9fbK23DG9EYtBt4Q","type":"tool_result","content":[{"type":"text","text":"All checks pass. Here is the full verification report:\n\n---\n\n**namespace.yaml** — Correct. Kind: Namespace, name: `churn-renewal-forecast`, label `app.kubernetes.io/name: churn-renewal-forecast` present.\n\n**serviceaccount.yaml** — Correct. Kind: ServiceAccount, name: `churn-renewal-forecast`, namespace: `churn-renewal-forecast`, label present.\n\n**secret.yaml** — Correct. `external-secrets.io/v1beta1` ExternalSecret, ClusterSecretStore `vault`, path `/internal/churn-renewal-forecast`, `refreshInterval: 1h`, target name `churn-renewal-forecast`, `creationPolicy: Owner`. 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No errors.\n\n**Git commit** — Commit `9a27b793` present with message `feat: add k8s bootstrap resources (namespace, sa, secret, configmap)`, which matches the `feat: add k8s bootstrap resources` prefix requirement.\n\n---\n\n✅ Spec compliant — all files are correct, build succeeds, and commit exists."},{"type":"text","text":"agentId: a10c22bad54206132 (use SendMessage with to: 'a10c22bad54206132' to continue this agent)\n<usage>total_tokens: 18037\ntool_uses: 7\nduration_ms: 332126</usage>"}]}]},"uuid":"1d38c888-c217-4a88-a136-4baf840d22ab","timestamp":"2026-05-18T21:35:05.216Z","toolUseResult":{"status":"completed","prompt":"You are reviewing whether an implementation matches its specification.\n\n## What Was Requested\n\nTask 1: Bootstrap Resources — create 5 files under `deploy/kubernetes/base/bootstrap/`:\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with label `app.kubernetes.io/name: churn-renewal-forecast`\n- `serviceaccount.yaml` — ServiceAccount named `churn-renewal-forecast` in namespace `churn-renewal-forecast` with label `app.kubernetes.io/name: churn-renewal-forecast`\n- `secret.yaml` — ExternalSecret (external-secrets.io/v1beta1) pulling from ClusterSecretStore named `vault` at path `/internal/churn-renewal-forecast`. Must map: DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN. refreshInterval: 1h. target name: churn-renewal-forecast. creationPolicy: Owner.\n- `app-config.env` — ConfigMap source (no comment lines). Must contain: APP_URL, NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY, NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE, SLACK_TEST_CHANNEL, PG_POOL_MAX, PG_POOL_IDLE_TIMEOUT_MS, PG_POOL_CONNECTION_TIMEOUT_MS, NEXT_PUBLIC_CLERK_SIGN_IN_URL, NEXT_PUBLIC_CLERK_SIGN_UP_URL, NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL, NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL\n- `kustomization.yaml` — resources: namespace.yaml, serviceaccount.yaml, secret.yaml. configMapGenerator for `churn-renewal-forecast-config` from app-config.env. generatorOptions with disableNameSuffixHash: true.\n- `kustomize build deploy/kubernetes/base/bootstrap` must succeed.\n- Committed with message matching `feat: add k8s bootstrap resources`.\n\n## What Implementer Claims They Built\n\nAll 5 files created. kustomize build produced clean output with Namespace, ServiceAccount, ConfigMap (11 env vars), ExternalSecret (6 keys). Committed.\n\n## CRITICAL: Do Not Trust the Report\n\nVerify everything by reading the actual files.\n\n## Your Job\n\nRead each file at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/` and verify:\n- All required keys present in secret.yaml\n- All required vars present in app-config.env (and no comment lines)\n- kustomization.yaml has correct structure\n- Run `kustomize build deploy/kubernetes/base/bootstrap` from `/Users/steve.briggs/projects/churn-renewal-forecast` and confirm it succeeds\n- Check git log to confirm commit exists\n\nReport:\n- ✅ Spec compliant (if everything matches after code inspection)\n- ❌ Issues found: [list specifically what's missing or extra, with file:line references]\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n","agentId":"a10c22bad54206132","agentType":"general-purpose","content":[{"type":"text","text":"All checks pass. Here is the full verification report:\n\n---\n\n**namespace.yaml** — Correct. Kind: Namespace, name: `churn-renewal-forecast`, label `app.kubernetes.io/name: churn-renewal-forecast` present.\n\n**serviceaccount.yaml** — Correct. Kind: ServiceAccount, name: `churn-renewal-forecast`, namespace: `churn-renewal-forecast`, label present.\n\n**secret.yaml** — Correct. `external-secrets.io/v1beta1` ExternalSecret, ClusterSecretStore `vault`, path `/internal/churn-renewal-forecast`, `refreshInterval: 1h`, target name `churn-renewal-forecast`, `creationPolicy: Owner`. All 6 required keys mapped: `DATABASE_URL`, `CLERK_SECRET_KEY`, `FRONT_API_TOKEN`, `FRONT_API_TOKEN_2`, `PRODUCTBOARD_API_KEY`, `SLACK_BOT_TOKEN`.\n\n**app-config.env** — Correct. 11 vars present, no comment lines:\n`APP_URL`, `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY`, `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE`, `SLACK_TEST_CHANNEL`, `PG_POOL_MAX`, `PG_POOL_IDLE_TIMEOUT_MS`, `PG_POOL_CONNECTION_TIMEOUT_MS`, `NEXT_PUBLIC_CLERK_SIGN_IN_URL`, `NEXT_PUBLIC_CLERK_SIGN_UP_URL`, `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL`, `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL`.\n\n**kustomization.yaml** — Correct. Resources list: `namespace.yaml`, `serviceaccount.yaml`, `secret.yaml`. `configMapGenerator` for `churn-renewal-forecast-config` from `app-config.env`. `generatorOptions.disableNameSuffixHash: true`.\n\n**kustomize build** — Succeeded cleanly. Output contains all 4 resources: Namespace, ServiceAccount, ConfigMap (11 keys), ExternalSecret (6 keys). No errors.\n\n**Git commit** — Commit `9a27b793` present with message `feat: add k8s bootstrap resources (namespace, sa, secret, configmap)`, which matches the `feat: add k8s bootstrap resources` prefix requirement.\n\n---\n\n✅ Spec compliant — all files are correct, build succeeds, and commit exists."}],"totalDurationMs":332126,"totalTokens":18037,"totalToolUseCount":7,"usage":{"input_tokens":1,"cache_creation_input_tokens":371,"cache_read_input_tokens":17071,"output_tokens":594,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":371},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":594,"cache_read_input_tokens":17071,"cache_creation_input_tokens":371,"cache_creation":{"ephemeral_5m_input_tokens":371,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":5,"searchCount":0,"bashCount":2,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"66fd9eca-b8ef-4f3e-a9cc-fed574c5a900","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"45a19aed-c520-4655-b371-9dddeae49ab7","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Kt9TaV7449ca3dku5N4AEh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018BYBpLRJvCYnHxBB9TgDeu","name":"Agent","input":{"description":"Code quality review for Task 1: Bootstrap resources","model":"sonnet","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes, Kustomize, and infrastructure-as-code. Review the bootstrap resources just committed.\n\n## What Was Implemented\n\nTask 1 of a 6-task Kustomize deployment for `churn-renewal-forecast` (Next.js + Prisma + pg-boss). Created bootstrap resources: Namespace, ServiceAccount, ExternalSecret (external-secrets.io), ConfigMap source, and bootstrap kustomization.yaml.\n\n## Requirements / Plan\n\nCreate exactly:\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with `app.kubernetes.io/name` label\n- `serviceaccount.yaml` — ServiceAccount in the namespace with matching label\n- `secret.yaml` — ExternalSecret from ClusterSecretStore `vault` at `/internal/churn-renewal-forecast` with 6 keys (DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN), refreshInterval 1h, creationPolicy Owner\n- `app-config.env` — 11 non-sensitive env vars as a ConfigMap source\n- `kustomization.yaml` — wires resources + configMapGenerator with disableNameSuffixHash: true\n\n## Git Range to Review\n\n**Base:** ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7\n**Head:** 9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\n\n```bash\ngit diff --stat ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7..9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\ngit diff ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7..9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\n```\n\n## Additional Checks\n\n- Does each file have one clear responsibility?\n- Are Kubernetes/Kustomize best practices followed?\n- Is the ExternalSecret structure correct for external-secrets.io v1beta1?\n- Are labels consistent and correct?\n- Is there anything that would cause issues in a real cluster?\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:** [1-2 sentences]\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1518,"cache_read_input_tokens":139061,"output_tokens":793,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1518,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":793,"cache_read_input_tokens":139061,"cache_creation_input_tokens":1518,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1518},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAkdbP13gfttmnG4Rf1J","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"b3bce6f2-4460-4a17-a948-019dfe22f302","timestamp":"2026-05-18T21:35:16.434Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"b3bce6f2-4460-4a17-a948-019dfe22f302","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018BYBpLRJvCYnHxBB9TgDeu","type":"tool_result","content":[{"type":"text","text":"Good - I have everything I need. Let me now do the full review.\n\n---\n\nYo Sir Charles of St Cheese, your boy Claudebob Squarepants has reviewed these bootstrap resources, fr fr. Here's the full breakdown, no cap:\n\n---\n\n### Strengths\n\n- **File responsibilities are clean.** One resource per file, each with a single clear concern. Bussin' structure, lowkey.\n- **Label consistency is solid.** `app.kubernetes.io/name: churn-renewal-forecast` is applied uniformly across Namespace, ServiceAccount, and ExternalSecret. No drift.\n- **ExternalSecret structure is correct** for external-secrets.io v1beta1. `secretStoreRef.kind: ClusterSecretStore`, `creationPolicy: Owner`, `refreshInterval: 1h`, and the `data[].remoteRef` shape with separate `key` + `property` fields are all proper.\n- **All 6 secrets are present** as required: `DATABASE_URL`, `CLERK_SECRET_KEY`, `FRONT_API_TOKEN`, `FRONT_API_TOKEN_2`, `PRODUCTBOARD_API_KEY`, `SLACK_BOT_TOKEN`.\n- **All 11 env vars are present** in `app-config.env`.\n- **`disableNameSuffixHash: true`** is correctly scoped under `generatorOptions` — downstream consumers can reference the ConfigMap by its stable name without worrying about hash suffixes.\n- **`automountServiceAccountToken`** is not explicitly set, which is fine for now (defaults to true, but not a problem until workload manifests exist).\n\n---\n\n### Issues\n\n#### Critical (Must Fix)\n\n**1. `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` are committed as `PLACEHOLDER` in a base ConfigMap.**\n\n`app-config.env` lines 2–3:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\n```\n\nThese are `NEXT_PUBLIC_*` values — they are baked into the Next.js client bundle at build time. A base ConfigMap with `PLACEHOLDER` values will silently produce a broken client build if any overlay forgets to patch them, and there is nothing in `kustomization.yaml` enforcing an overlay must override them. The `PLACEHOLDER` string will literally appear in the JS bundle.\n\n**Fix options (pick one):**\n- Move these two keys out of `app-config.env` entirely and into the ExternalSecret (they are not truly sensitive, but they are environment-specific). This is the cleaner approach.\n- Or leave them in `app-config.env` but leave the values **empty** (`NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=`) and add a comment header in the file noting these must be patched per-overlay. An empty value at least fails loudly at Clerk init rather than silently sending `\"PLACEHOLDER\"` to Clerk's API.\n\nEither way, `PLACEHOLDER` as a committed value in a base that will be applied to a real cluster is a trap.\n\n---\n\n**2. `SLACK_TEST_CHANNEL` is an empty string committed to the base ConfigMap.**\n\n`app-config.env` line 4:\n```\nSLACK_TEST_CHANNEL=\n```\n\nAn empty-string env var in a ConfigMap is valid YAML/Kustomize, but it signals this key belongs to a test/dev environment, not a production base. If this var is consumed by the Slack worker, an empty value at runtime likely means the worker silently skips sending or crashes depending on how the code handles it. This shouldn't live in `base/` — it's environment-specific config.\n\n**Fix:** Move it to an overlay-specific `app-config.env` patch, or remove it from base and only define it in dev/test overlays.\n\n---\n\n#### Important (Should Fix)\n\n**3. The Namespace resource is wired into a bootstrap-level `kustomization.yaml` that presumably gets applied by a higher-level overlay or ArgoCD app. The ServiceAccount hardcodes `namespace: churn-renewal-forecast` rather than relying on Kustomize namespace injection.**\n\nThis is not broken today, but it creates a constraint: if this base ever gets targeted at a different namespace (e.g., a staging overlay using `namespace: churn-renewal-forecast-staging`), Kustomize's `namespace:` transformer in the overlay will rewrite the ServiceAccount's namespace field correctly — but the hardcoded `namespace:` in the manifest will be the source of truth before transformation. For a true base, prefer **omitting** `namespace:` from resources and letting Kustomize's namespace field in each overlay set it. The Namespace resource itself is fine without a namespace (Namespaces are cluster-scoped), but all namespaced resources (ServiceAccount, ExternalSecret) should ideally not hardcode it in a `base/`.\n\nIf this deploy tree will only ever target one namespace and never be reused, this is lower severity — but it's an antipattern for a `base/` layer.\n\n**Fix:** Remove `namespace:` from `serviceaccount.yaml` and `secret.yaml`. Add a `namespace: churn-renewal-forecast` field to `kustomization.yaml` so Kustomize injects it during apply. This is the idiomatic Kustomize approach.\n\n---\n\n**4. `generatorOptions.disableNameSuffixHash: true` is set globally, not scoped to the single ConfigMap.**\n\nIn `kustomization.yaml`:\n```yaml\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\nThis is a file-level setting — it applies to every generator in this kustomization, including any generators added in future tasks (e.g., a Secret generator). If a future task adds a generator where the hash suffix is desirable (for cache-busting), this global setting will silently suppress it. The intent is clearly to disable the hash for `churn-renewal-forecast-config` specifically.\n\n**Fix:** Kustomize v4.5+ supports per-generator options via the `options` field directly on each `configMapGenerator` entry:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n options:\n disableNameSuffixHash: true\n```\n\nRemove the top-level `generatorOptions` block. This scopes the intent correctly and is more resilient to future additions.\n\n---\n\n#### Minor (Nice to Have)\n\n**5. Missing `app.kubernetes.io/part-of` and `app.kubernetes.io/managed-by` recommended labels.**\n\nThe Kubernetes well-known labels recommendation (k8s.io/docs/concepts/overview/working-with-objects/common-labels/) suggests at minimum:\n```yaml\napp.kubernetes.io/name: churn-renewal-forecast\napp.kubernetes.io/part-of: churn-renewal-forecast\napp.kubernetes.io/managed-by: kustomize\n```\n\nNot required, but these improve observability in dashboards like Lens, k9s, and ArgoCD. Low-key worth adding to the Kustomize `commonLabels` block rather than per-file.\n\n---\n\n**6. No `newTag` or `commonAnnotations` for tracking the deploy revision.**\n\nSince this is ArgoCD/GitOps territory (implied by the `base/` structure), adding a `commonAnnotations` block with something like:\n```yaml\napp.kubernetes.io/version: \"0.0.1\"\n```\n...at the kustomization level would give ArgoCD something to diff against when inspecting live vs. desired state. Truly minor, but it's a good habit in a base.\n\n---\n\n**7. No trailing newline validation concern — files look clean.**\n\nAll files have proper trailing newlines. Non-issue, just confirming.\n\n---\n\n**8. The ExternalSecret `target.name` matches the ExternalSecret `metadata.name`.**\n\nThis is valid and common, but worth documenting: the generated Kubernetes `Secret` will be named `churn-renewal-forecast`. If a future task creates a `Secret` resource manually with the same name in the same namespace, ESO will error due to ownership conflict. Keep this in mind for Task 2+.\n\n---\n\n### Assessment\n\n**Ready to merge?** No — with fixes required on items 1 and 2.\n\n**Reasoning:** The `PLACEHOLDER` values committed to the base ConfigMap (item 1) and the `SLACK_TEST_CHANNEL=` empty value (item 2) are traps that will either produce a silently broken client build or bleed dev-only config into all environments. Items 3 and 4 are valid Kustomize antipatterns that will cause friction in future tasks — fix them now while the base is small, before overlays build on top of them. The structural foundation (ExternalSecret shape, label consistency, file separation) is solid and hits different, ngl."},{"type":"text","text":"agentId: aa36896c2dcdf30ad (use SendMessage with to: 'aa36896c2dcdf30ad' to continue this agent)\n<usage>total_tokens: 20411\ntool_uses: 9\nduration_ms: 55951</usage>"}]}]},"uuid":"1fc58e2a-85bd-47e4-8f34-a20128e4617b","timestamp":"2026-05-18T21:36:12.607Z","toolUseResult":{"status":"completed","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes, Kustomize, and infrastructure-as-code. Review the bootstrap resources just committed.\n\n## What Was Implemented\n\nTask 1 of a 6-task Kustomize deployment for `churn-renewal-forecast` (Next.js + Prisma + pg-boss). Created bootstrap resources: Namespace, ServiceAccount, ExternalSecret (external-secrets.io), ConfigMap source, and bootstrap kustomization.yaml.\n\n## Requirements / Plan\n\nCreate exactly:\n- `namespace.yaml` — Namespace `churn-renewal-forecast` with `app.kubernetes.io/name` label\n- `serviceaccount.yaml` — ServiceAccount in the namespace with matching label\n- `secret.yaml` — ExternalSecret from ClusterSecretStore `vault` at `/internal/churn-renewal-forecast` with 6 keys (DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN), refreshInterval 1h, creationPolicy Owner\n- `app-config.env` — 11 non-sensitive env vars as a ConfigMap source\n- `kustomization.yaml` — wires resources + configMapGenerator with disableNameSuffixHash: true\n\n## Git Range to Review\n\n**Base:** ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7\n**Head:** 9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\n\n```bash\ngit diff --stat ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7..9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\ngit diff ec7464986cbabb1a3bbe05d0d8033b8d43e6e2c7..9a27b793130bf7b9c46a68632ff0e8bb0d8d37c2\n```\n\n## Additional Checks\n\n- Does each file have one clear responsibility?\n- Are Kubernetes/Kustomize best practices followed?\n- Is the ExternalSecret structure correct for external-secrets.io v1beta1?\n- Are labels consistent and correct?\n- Is there anything that would cause issues in a real cluster?\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:** [1-2 sentences]\n","agentId":"aa36896c2dcdf30ad","agentType":"general-purpose","content":[{"type":"text","text":"Good - I have everything I need. Let me now do the full review.\n\n---\n\nYo Sir Charles of St Cheese, your boy Claudebob Squarepants has reviewed these bootstrap resources, fr fr. Here's the full breakdown, no cap:\n\n---\n\n### Strengths\n\n- **File responsibilities are clean.** One resource per file, each with a single clear concern. Bussin' structure, lowkey.\n- **Label consistency is solid.** `app.kubernetes.io/name: churn-renewal-forecast` is applied uniformly across Namespace, ServiceAccount, and ExternalSecret. No drift.\n- **ExternalSecret structure is correct** for external-secrets.io v1beta1. `secretStoreRef.kind: ClusterSecretStore`, `creationPolicy: Owner`, `refreshInterval: 1h`, and the `data[].remoteRef` shape with separate `key` + `property` fields are all proper.\n- **All 6 secrets are present** as required: `DATABASE_URL`, `CLERK_SECRET_KEY`, `FRONT_API_TOKEN`, `FRONT_API_TOKEN_2`, `PRODUCTBOARD_API_KEY`, `SLACK_BOT_TOKEN`.\n- **All 11 env vars are present** in `app-config.env`.\n- **`disableNameSuffixHash: true`** is correctly scoped under `generatorOptions` — downstream consumers can reference the ConfigMap by its stable name without worrying about hash suffixes.\n- **`automountServiceAccountToken`** is not explicitly set, which is fine for now (defaults to true, but not a problem until workload manifests exist).\n\n---\n\n### Issues\n\n#### Critical (Must Fix)\n\n**1. `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` are committed as `PLACEHOLDER` in a base ConfigMap.**\n\n`app-config.env` lines 2–3:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\n```\n\nThese are `NEXT_PUBLIC_*` values — they are baked into the Next.js client bundle at build time. A base ConfigMap with `PLACEHOLDER` values will silently produce a broken client build if any overlay forgets to patch them, and there is nothing in `kustomization.yaml` enforcing an overlay must override them. The `PLACEHOLDER` string will literally appear in the JS bundle.\n\n**Fix options (pick one):**\n- Move these two keys out of `app-config.env` entirely and into the ExternalSecret (they are not truly sensitive, but they are environment-specific). This is the cleaner approach.\n- Or leave them in `app-config.env` but leave the values **empty** (`NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=`) and add a comment header in the file noting these must be patched per-overlay. An empty value at least fails loudly at Clerk init rather than silently sending `\"PLACEHOLDER\"` to Clerk's API.\n\nEither way, `PLACEHOLDER` as a committed value in a base that will be applied to a real cluster is a trap.\n\n---\n\n**2. `SLACK_TEST_CHANNEL` is an empty string committed to the base ConfigMap.**\n\n`app-config.env` line 4:\n```\nSLACK_TEST_CHANNEL=\n```\n\nAn empty-string env var in a ConfigMap is valid YAML/Kustomize, but it signals this key belongs to a test/dev environment, not a production base. If this var is consumed by the Slack worker, an empty value at runtime likely means the worker silently skips sending or crashes depending on how the code handles it. This shouldn't live in `base/` — it's environment-specific config.\n\n**Fix:** Move it to an overlay-specific `app-config.env` patch, or remove it from base and only define it in dev/test overlays.\n\n---\n\n#### Important (Should Fix)\n\n**3. The Namespace resource is wired into a bootstrap-level `kustomization.yaml` that presumably gets applied by a higher-level overlay or ArgoCD app. The ServiceAccount hardcodes `namespace: churn-renewal-forecast` rather than relying on Kustomize namespace injection.**\n\nThis is not broken today, but it creates a constraint: if this base ever gets targeted at a different namespace (e.g., a staging overlay using `namespace: churn-renewal-forecast-staging`), Kustomize's `namespace:` transformer in the overlay will rewrite the ServiceAccount's namespace field correctly — but the hardcoded `namespace:` in the manifest will be the source of truth before transformation. For a true base, prefer **omitting** `namespace:` from resources and letting Kustomize's namespace field in each overlay set it. The Namespace resource itself is fine without a namespace (Namespaces are cluster-scoped), but all namespaced resources (ServiceAccount, ExternalSecret) should ideally not hardcode it in a `base/`.\n\nIf this deploy tree will only ever target one namespace and never be reused, this is lower severity — but it's an antipattern for a `base/` layer.\n\n**Fix:** Remove `namespace:` from `serviceaccount.yaml` and `secret.yaml`. Add a `namespace: churn-renewal-forecast` field to `kustomization.yaml` so Kustomize injects it during apply. This is the idiomatic Kustomize approach.\n\n---\n\n**4. `generatorOptions.disableNameSuffixHash: true` is set globally, not scoped to the single ConfigMap.**\n\nIn `kustomization.yaml`:\n```yaml\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\nThis is a file-level setting — it applies to every generator in this kustomization, including any generators added in future tasks (e.g., a Secret generator). If a future task adds a generator where the hash suffix is desirable (for cache-busting), this global setting will silently suppress it. The intent is clearly to disable the hash for `churn-renewal-forecast-config` specifically.\n\n**Fix:** Kustomize v4.5+ supports per-generator options via the `options` field directly on each `configMapGenerator` entry:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n options:\n disableNameSuffixHash: true\n```\n\nRemove the top-level `generatorOptions` block. This scopes the intent correctly and is more resilient to future additions.\n\n---\n\n#### Minor (Nice to Have)\n\n**5. Missing `app.kubernetes.io/part-of` and `app.kubernetes.io/managed-by` recommended labels.**\n\nThe Kubernetes well-known labels recommendation (k8s.io/docs/concepts/overview/working-with-objects/common-labels/) suggests at minimum:\n```yaml\napp.kubernetes.io/name: churn-renewal-forecast\napp.kubernetes.io/part-of: churn-renewal-forecast\napp.kubernetes.io/managed-by: kustomize\n```\n\nNot required, but these improve observability in dashboards like Lens, k9s, and ArgoCD. Low-key worth adding to the Kustomize `commonLabels` block rather than per-file.\n\n---\n\n**6. No `newTag` or `commonAnnotations` for tracking the deploy revision.**\n\nSince this is ArgoCD/GitOps territory (implied by the `base/` structure), adding a `commonAnnotations` block with something like:\n```yaml\napp.kubernetes.io/version: \"0.0.1\"\n```\n...at the kustomization level would give ArgoCD something to diff against when inspecting live vs. desired state. Truly minor, but it's a good habit in a base.\n\n---\n\n**7. No trailing newline validation concern — files look clean.**\n\nAll files have proper trailing newlines. Non-issue, just confirming.\n\n---\n\n**8. The ExternalSecret `target.name` matches the ExternalSecret `metadata.name`.**\n\nThis is valid and common, but worth documenting: the generated Kubernetes `Secret` will be named `churn-renewal-forecast`. If a future task creates a `Secret` resource manually with the same name in the same namespace, ESO will error due to ownership conflict. Keep this in mind for Task 2+.\n\n---\n\n### Assessment\n\n**Ready to merge?** No — with fixes required on items 1 and 2.\n\n**Reasoning:** The `PLACEHOLDER` values committed to the base ConfigMap (item 1) and the `SLACK_TEST_CHANNEL=` empty value (item 2) are traps that will either produce a silently broken client build or bleed dev-only config into all environments. Items 3 and 4 are valid Kustomize antipatterns that will cause friction in future tasks — fix them now while the base is small, before overlays build on top of them. 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{"parentUuid":"d95192e3-61c2-4172-bb48-a4ceb36f8020","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_015ZmbQsCxCT2ivjUCaPfaQU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Fg1tyjpBLQzDn83C7ceXVp","name":"Agent","input":{"description":"Fix bootstrap: PLACEHOLDER values and generatorOptions scope","model":"sonnet","prompt":"You are fixing two issues in the Kustomize bootstrap resources you just created in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/`.\n\n## Fix 1: PLACEHOLDER values in app-config.env\n\n`app-config.env` currently has:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\n```\n\n`PLACEHOLDER` is a literal string that would get baked into the Next.js client bundle and sent to Clerk's API. Change both to empty strings so the app fails loudly at init rather than silently with the wrong value:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=\n```\n\n## Fix 2: Scope disableNameSuffixHash per-generator\n\n`kustomization.yaml` currently has a global `generatorOptions` block that applies to all generators. Move it to the specific ConfigMap generator entry so it only affects that one generator:\n\nCurrent:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\nChange to:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n options:\n disableNameSuffixHash: true\n```\n\nRemove the top-level `generatorOptions` block entirely.\n\n## After fixes\n\nRun:\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\nConfirm it still succeeds (output should still contain Namespace, ServiceAccount, ConfigMap with empty values for those two keys, ExternalSecret).\n\nThen commit:\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"fix: use empty values for NEXT_PUBLIC placeholders, scope disableNameSuffixHash per-generator\"\n```\n\n## Report Format\n\n- **Status:** DONE | BLOCKED\n- Files changed\n- Validation result\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2979,"cache_read_input_tokens":140579,"output_tokens":2080,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2979,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2080,"cache_read_input_tokens":140579,"cache_creation_input_tokens":2979,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2979},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAkiZHPHxLyReBdGEcod","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"91390047-02a0-4f9b-affa-4f77af647e2a","timestamp":"2026-05-18T21:36:45.173Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"type":"ai-title","aiTitle":"Create Kustomize deployment for churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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Both fixes are bussin' and locked in, no cap.\n\n---\n\n**Status:** DONE\n\n**Files changed:**\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/app-config.env` — `PLACEHOLDER` swapped for empty strings on both `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/kustomization.yaml` — removed top-level `generatorOptions` block, moved `disableNameSuffixHash: true` into the per-generator `options:` stanza\n\n**Validation result:** `kustomize build` succeeded — output contains Namespace, ServiceAccount, ConfigMap (with `\"\"` for the two emptied keys), and ExternalSecret. ConfigMap name has no hash suffix, confirming the scoped `options.disableNameSuffixHash` still works correctly. W."},{"type":"text","text":"agentId: a60e6732282ece7ee (use SendMessage with to: 'a60e6732282ece7ee' to continue this agent)\n<usage>total_tokens: 17060\ntool_uses: 6\nduration_ms: 1397024</usage>"}]}]},"uuid":"25cf824b-0ce4-4f0a-9d85-f793130c4030","timestamp":"2026-05-18T22:00:02.418Z","toolUseResult":{"status":"completed","prompt":"You are fixing two issues in the Kustomize bootstrap resources you just created in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/`.\n\n## Fix 1: PLACEHOLDER values in app-config.env\n\n`app-config.env` currently has:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\n```\n\n`PLACEHOLDER` is a literal string that would get baked into the Next.js client bundle and sent to Clerk's API. Change both to empty strings so the app fails loudly at init rather than silently with the wrong value:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=\n```\n\n## Fix 2: Scope disableNameSuffixHash per-generator\n\n`kustomization.yaml` currently has a global `generatorOptions` block that applies to all generators. Move it to the specific ConfigMap generator entry so it only affects that one generator:\n\nCurrent:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\nChange to:\n```yaml\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n options:\n disableNameSuffixHash: true\n```\n\nRemove the top-level `generatorOptions` block entirely.\n\n## After fixes\n\nRun:\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\nConfirm it still succeeds (output should still contain Namespace, ServiceAccount, ConfigMap with empty values for those two keys, ExternalSecret).\n\nThen commit:\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"fix: use empty values for NEXT_PUBLIC placeholders, scope disableNameSuffixHash per-generator\"\n```\n\n## Report Format\n\n- **Status:** DONE | BLOCKED\n- Files changed\n- Validation result\n","agentId":"a60e6732282ece7ee","agentType":"general-purpose","content":[{"type":"text","text":"Bet, Sir Charles of St Cheese. Both fixes are bussin' and locked in, no cap.\n\n---\n\n**Status:** DONE\n\n**Files changed:**\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/app-config.env` — `PLACEHOLDER` swapped for empty strings on both `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/bootstrap/kustomization.yaml` — removed top-level `generatorOptions` block, moved `disableNameSuffixHash: true` into the per-generator `options:` stanza\n\n**Validation result:** `kustomize build` succeeded — output contains Namespace, ServiceAccount, ConfigMap (with `\"\"` for the two emptied keys), and ExternalSecret. ConfigMap name has no hash suffix, confirming the scoped `options.disableNameSuffixHash` still works correctly. 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{"parentUuid":"07b01987-eba5-4628-bec5-63845498db00","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_013Dg9Utki6hHztgaBCHJDzr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011PJdcZWzd5DXrVe552UVgZ","name":"Agent","input":{"description":"Implement Task 2: Init Job","model":"haiku","prompt":"You are implementing Task 2: Init Job for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 2: Init Job\n\nCreates the one-shot Prisma migration Job that runs before the app starts.\n\n**Files:**\n- Create: `deploy/kubernetes/base/init/job.yaml`\n- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/init\n```\n\n- [ ] **Step 2: Create job.yaml**\n\n`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n\n```yaml\n# deploy/kubernetes/base/init/job.yaml\napiVersion: batch/v1\nkind: Job\nmetadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\nspec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create init/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/init/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - job.yaml\n```\n\n- [ ] **Step 4: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/init\n```\n\nExpected: YAML output containing a single Job. No errors.\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add deploy/kubernetes/base/init/\ngit commit -m \"feat: add k8s init job for prisma migrations\"\n```\n\n## Context\n\nThis is Task 2 of 6 in a Kustomize deployment for `churn-renewal-forecast`. The init Job runs `bunx prisma migrate deploy` once at deploy time before the web/worker pods start. It uses the same image as the web and worker deployments (`registry.ic-ops.net/churn-renewal-forecast:latest`) with a command override. It references the ConfigMap `churn-renewal-forecast-config` and Secret `churn-renewal-forecast` created in Task 1.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":114,"cache_read_input_tokens":146342,"output_tokens":914,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":114,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":914,"cache_read_input_tokens":146342,"cache_creation_input_tokens":114,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":114},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAnYefHrmJrSBMAL6vSU","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"31909b02-987f-404c-a6fa-788790ad2dd1","timestamp":"2026-05-18T22:00:23.208Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"31909b02-987f-404c-a6fa-788790ad2dd1","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011PJdcZWzd5DXrVe552UVgZ","type":"tool_result","content":[{"type":"text","text":"## Report\n\n**Status:** DONE\n\n**Files Created:**\n- `deploy/kubernetes/base/init/job.yaml` (840 B) — Kubernetes Job manifest for Prisma migrations\n- `deploy/kubernetes/base/init/kustomization.yaml` (89 B) — Kustomize configuration\n\n**Validation Result:**\n✓ `kustomize build deploy/kubernetes/base/init` produced clean YAML output\n✓ Single Job resource with proper metadata, labels, and spec\n✓ Command correctly specified: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n✓ References to ConfigMap and Secret are intact\n✓ Job lifecycle settings (ttlSecondsAfterFinished: 300, backoffLimit: 3) present\n✓ No errors or warnings\n\n**Commit:**\n```\n8ae4a6ef feat: add k8s init job for prisma migrations\n```\n\nTask 2 is complete. The init Job is ready to run Prisma migrations before the web/worker deployments start."},{"type":"text","text":"agentId: ac301fdcdb8c5e41c (use SendMessage with to: 'ac301fdcdb8c5e41c' to continue this agent)\n<usage>total_tokens: 33088\ntool_uses: 6\nduration_ms: 88432</usage>"}]}]},"uuid":"1d1d555a-8557-4047-ad43-2e9a50115eb9","timestamp":"2026-05-18T22:01:51.863Z","toolUseResult":{"status":"completed","prompt":"You are implementing Task 2: Init Job for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 2: Init Job\n\nCreates the one-shot Prisma migration Job that runs before the app starts.\n\n**Files:**\n- Create: `deploy/kubernetes/base/init/job.yaml`\n- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/init\n```\n\n- [ ] **Step 2: Create job.yaml**\n\n`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n\n```yaml\n# deploy/kubernetes/base/init/job.yaml\napiVersion: batch/v1\nkind: Job\nmetadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\nspec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create init/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/init/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - job.yaml\n```\n\n- [ ] **Step 4: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/init\n```\n\nExpected: YAML output containing a single Job. No errors.\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add deploy/kubernetes/base/init/\ngit commit -m \"feat: add k8s init job for prisma migrations\"\n```\n\n## Context\n\nThis is Task 2 of 6 in a Kustomize deployment for `churn-renewal-forecast`. The init Job runs `bunx prisma migrate deploy` once at deploy time before the web/worker pods start. It uses the same image as the web and worker deployments (`registry.ic-ops.net/churn-renewal-forecast:latest`) with a command override. It references the ConfigMap `churn-renewal-forecast-config` and Secret `churn-renewal-forecast` created in Task 1.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n","agentId":"ac301fdcdb8c5e41c","agentType":"general-purpose","content":[{"type":"text","text":"## Report\n\n**Status:** DONE\n\n**Files Created:**\n- `deploy/kubernetes/base/init/job.yaml` (840 B) — Kubernetes Job manifest for Prisma migrations\n- `deploy/kubernetes/base/init/kustomization.yaml` (89 B) — Kustomize configuration\n\n**Validation Result:**\n✓ `kustomize build deploy/kubernetes/base/init` produced clean YAML output\n✓ Single Job resource with proper metadata, labels, and spec\n✓ Command correctly specified: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n✓ References to ConfigMap and Secret are intact\n✓ Job lifecycle settings (ttlSecondsAfterFinished: 300, backoffLimit: 3) present\n✓ No errors or warnings\n\n**Commit:**\n```\n8ae4a6ef feat: add k8s init job for prisma migrations\n```\n\nTask 2 is complete. 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{"parentUuid":"72ab1812-7a7e-491c-afbf-eb4329df1ec4","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Q357wU1eWXzKQhfthTPwW2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MjrcLPt2YU14TVfpZE9RoP","name":"Agent","input":{"description":"Spec compliance review for Task 2: Init Job","model":"haiku","prompt":"You are reviewing whether an implementation matches its specification.\n\n## What Was Requested\n\nTask 2: Init Job — create 2 files under `deploy/kubernetes/base/init/`:\n\n**job.yaml** must have:\n- apiVersion: batch/v1, kind: Job\n- name: churn-renewal-forecast-migrate\n- namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: migrate\n- spec.ttlSecondsAfterFinished: 300\n- spec.backoffLimit: 3\n- template.spec.serviceAccountName: churn-renewal-forecast\n- template.spec.restartPolicy: OnFailure\n- container name: migrate\n- image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- template.metadata.labels: same two labels\n\n**kustomization.yaml** must have:\n- apiVersion: kustomize.config.k8s.io/v1beta1, kind: Kustomization\n- resources: [job.yaml]\n\n`kustomize build deploy/kubernetes/base/init` must succeed with a single Job output.\nCommitted with message matching \"feat: add k8s init job for prisma migrations\".\n\n## What Implementer Claims They Built\n\nBoth files created. kustomize build succeeded. Commit 8ae4a6ef present.\n\n## CRITICAL: Do Not Trust the Report\n\nRead the actual files and verify every field.\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport:\n- ✅ Spec compliant (if everything matches)\n- ❌ Issues found: [list specifically]\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1238,"cache_read_input_tokens":146456,"output_tokens":536,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1238,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":536,"cache_read_input_tokens":146456,"cache_creation_input_tokens":1238,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1238},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAng1zdTZFpMN5RgzPMi","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"3b5802c4-97d3-479d-8080-21a6c654e311","timestamp":"2026-05-18T22:01:58.531Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"3b5802c4-97d3-479d-8080-21a6c654e311","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MjrcLPt2YU14TVfpZE9RoP","type":"tool_result","content":[{"type":"text","text":"**✅ Spec compliant**\n\nVerification results:\n\n**job.yaml:**\n- ✅ apiVersion: batch/v1\n- ✅ kind: Job\n- ✅ metadata.name: churn-renewal-forecast-migrate\n- ✅ metadata.namespace: churn-renewal-forecast\n- ✅ metadata.labels: app.kubernetes.io/name and app.kubernetes.io/component both present\n- ✅ spec.ttlSecondsAfterFinished: 300\n- ✅ spec.backoffLimit: 3\n- ✅ template.spec.serviceAccountName: churn-renewal-forecast\n- ✅ template.spec.restartPolicy: OnFailure\n- ✅ container name: migrate\n- ✅ image: registry.ic-ops.net/churn-renewal-forecast:latest\n- ✅ command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n- ✅ envFrom: both configMapRef (churn-renewal-forecast-config) and secretRef (churn-renewal-forecast) present\n- ✅ template.metadata.labels: identical labels applied\n\n**kustomization.yaml:**\n- ✅ apiVersion: kustomize.config.k8s.io/v1beta1\n- ✅ kind: Kustomization\n- ✅ resources: [job.yaml]\n\n**Kustomize build:** ✅ Succeeds with single Job output (verified above)\n\n**Commit:** ✅ 8ae4a6ef with message \"feat: add k8s init job for prisma migrations\"\n\nAll requirements met exactly as specified."},{"type":"text","text":"agentId: a441ecf50b2bd1cad (use SendMessage with to: 'a441ecf50b2bd1cad' to continue this agent)\n<usage>total_tokens: 31456\ntool_uses: 4\nduration_ms: 72294</usage>"}]}]},"uuid":"90f412f6-c2a3-48f7-989d-b5766e918619","timestamp":"2026-05-18T22:03:11.028Z","toolUseResult":{"status":"completed","prompt":"You are reviewing whether an implementation matches its specification.\n\n## What Was Requested\n\nTask 2: Init Job — create 2 files under `deploy/kubernetes/base/init/`:\n\n**job.yaml** must have:\n- apiVersion: batch/v1, kind: Job\n- name: churn-renewal-forecast-migrate\n- namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: migrate\n- spec.ttlSecondsAfterFinished: 300\n- spec.backoffLimit: 3\n- template.spec.serviceAccountName: churn-renewal-forecast\n- template.spec.restartPolicy: OnFailure\n- container name: migrate\n- image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- template.metadata.labels: same two labels\n\n**kustomization.yaml** must have:\n- apiVersion: kustomize.config.k8s.io/v1beta1, kind: Kustomization\n- resources: [job.yaml]\n\n`kustomize build deploy/kubernetes/base/init` must succeed with a single Job output.\nCommitted with message matching \"feat: add k8s init job for prisma migrations\".\n\n## What Implementer Claims They Built\n\nBoth files created. kustomize build succeeded. Commit 8ae4a6ef present.\n\n## CRITICAL: Do Not Trust the Report\n\nRead the actual files and verify every field.\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport:\n- ✅ Spec compliant (if everything matches)\n- ❌ Issues found: [list specifically]\n","agentId":"a441ecf50b2bd1cad","agentType":"general-purpose","content":[{"type":"text","text":"**✅ Spec compliant**\n\nVerification results:\n\n**job.yaml:**\n- ✅ apiVersion: batch/v1\n- ✅ kind: Job\n- ✅ metadata.name: churn-renewal-forecast-migrate\n- ✅ metadata.namespace: churn-renewal-forecast\n- ✅ metadata.labels: app.kubernetes.io/name and app.kubernetes.io/component both present\n- ✅ spec.ttlSecondsAfterFinished: 300\n- ✅ spec.backoffLimit: 3\n- ✅ template.spec.serviceAccountName: churn-renewal-forecast\n- ✅ template.spec.restartPolicy: OnFailure\n- ✅ container name: migrate\n- ✅ image: registry.ic-ops.net/churn-renewal-forecast:latest\n- ✅ command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n- ✅ envFrom: both configMapRef (churn-renewal-forecast-config) and secretRef (churn-renewal-forecast) present\n- ✅ template.metadata.labels: identical labels applied\n\n**kustomization.yaml:**\n- ✅ apiVersion: kustomize.config.k8s.io/v1beta1\n- ✅ kind: Kustomization\n- ✅ resources: [job.yaml]\n\n**Kustomize build:** ✅ Succeeds with single Job output (verified above)\n\n**Commit:** ✅ 8ae4a6ef with message \"feat: add k8s init job for prisma migrations\"\n\nAll requirements met exactly as specified."}],"totalDurationMs":72294,"totalTokens":31456,"totalToolUseCount":4,"usage":{"input_tokens":6,"cache_creation_input_tokens":1147,"cache_read_input_tokens":29899,"output_tokens":404,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1147},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":404,"cache_read_input_tokens":29899,"cache_creation_input_tokens":1147,"cache_creation":{"ephemeral_5m_input_tokens":1147,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":2,"searchCount":0,"bashCount":2,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"3b5802c4-97d3-479d-8080-21a6c654e311","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"bc1ac9fb-e1f8-4937-ba7d-4f14ce8f22a3","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Pp5nhHwBvZpLwA3YpWoFJH","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VcFqDz1yk9RLfWZRvbJnM2","name":"Agent","input":{"description":"Code quality review for Task 2: Init Job","model":"haiku","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes and infrastructure-as-code. Review the init Job just committed.\n\n## What Was Implemented\n\nTask 2 of 6 for `churn-renewal-forecast` Kustomize deployment. Created a one-shot Kubernetes Job for `bunx prisma migrate deploy` with ttlSecondsAfterFinished, backoffLimit, envFrom references to ConfigMap and Secret.\n\n## Requirements / Plan\n\n- job.yaml: batch/v1 Job, name churn-renewal-forecast-migrate, namespace churn-renewal-forecast, labels (name + component: migrate), ttlSecondsAfterFinished: 300, backoffLimit: 3, restartPolicy: OnFailure, serviceAccountName: churn-renewal-forecast, image registry.ic-ops.net/churn-renewal-forecast:latest, command [\"bunx\", \"prisma\", \"migrate\", \"deploy\"], envFrom configMap + secret\n- kustomization.yaml: resources: [job.yaml]\n\n## Git Range to Review\n\n**Base:** d38ec0affc66f147bcd43dc10223f2df6f96f5eb\n**Head:** 8ae4a6ef409140f1a0d3248dba181e9a57171875\n\n```bash\ngit diff --stat d38ec0affc66f147bcd43dc10223f2df6f96f5eb..8ae4a6ef409140f1a0d3248dba181e9a57171875\ngit diff d38ec0affc66f147bcd43dc10223f2df6f96f5eb..8ae4a6ef409140f1a0d3248dba181e9a57171875\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:** [1-2 sentences]\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":158,"cache_read_input_tokens":148712,"output_tokens":588,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":158,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":588,"cache_read_input_tokens":148712,"cache_creation_input_tokens":158,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":158},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAnn8iMxmdbPvw6bU6hV","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"6de38cf0-65ca-4dfe-adcb-d92d77b65a3c","timestamp":"2026-05-18T22:03:23.685Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"6de38cf0-65ca-4dfe-adcb-d92d77b65a3c","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VcFqDz1yk9RLfWZRvbJnM2","type":"tool_result","content":[{"type":"text","text":"Perfect. Now let me synthesize my review:\n\n---\n\n## Strengths\n\n1. **Correct API version and Kind** — Uses `batch/v1 Job`, which is the stable GA API for Kubernetes Jobs (not beta).\n\n2. **Accurate resource naming** — Name `churn-renewal-forecast-migrate` and namespace `churn-renewal-forecast` match the design spec exactly.\n\n3. **Proper label structure** — Uses standard Kubernetes labels (`app.kubernetes.io/name`, `app.kubernetes.io/component: migrate`) consistent with bootstrap resources and the spec.\n\n4. **TTL cleanup configured** — `ttlSecondsAfterFinished: 300` ensures completed/failed jobs are cleaned up after 5 minutes, reducing namespace clutter.\n\n5. **Sensible backoff strategy** — `backoffLimit: 3` with `restartPolicy: OnFailure` provides reasonable retry behavior for transient failures without runaway restarts.\n\n6. **Correct command** — `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]` is the right choice for running migrations in a container without installing Prisma globally.\n\n7. **Environment injection** — `envFrom` correctly references both ConfigMap (`churn-renewal-forecast-config`) and Secret (`churn-renewal-forecast`), providing DATABASE_URL and other credentials needed for migrations.\n\n8. **ServiceAccount properly set** — References the `churn-renewal-forecast` ServiceAccount created in bootstrap, allowing RBAC controls if needed.\n\n9. **Clean kustomization.yaml** — The init Kustomization is minimal and focused—only declares the Job resource.\n\n## Issues\n\n#### Critical (Must Fix)\n\nNone identified. The implementation matches the design spec completely.\n\n#### Important (Should Fix)\n\n1. **Missing container name metadata** — The container is named `migrate`, which is good, but there's no `imagePullPolicy: IfNotPresent` or explicit `pullPolicy`. For a `:latest` tag in production, consider adding `imagePullPolicy: Always` to ensure the latest image is always pulled, avoiding stale image cache surprises. (Minor—implicit default is `IfNotPresent`, which is usually fine for `:latest`, but explicit is safer.)\n\n#### Minor (Nice to Have)\n\n1. **Image tag: `:latest` in base** — The design spec notes that \"The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay\" (section \"Image Strategy\"). This base Job uses `:latest`, which is correct for the base layer, but the overlay will need an `images` transform to pin it. Not an issue in this change, but ensure the overlay overlay implements this.\n\n2. **No resource requests/limits** — Unlike the web and worker Deployments (which specify `requests: {memory: 256Mi, cpu: 100m}` and `limits: {memory: 512Mi, cpu: 500m}`), the init Job has none. For a short-lived migration job, this is often acceptable, but adding requests ensures scheduler placement and prevents OOMkill surprises. Consider adding conservative limits (e.g., `memory: 512Mi`, `cpu: 1`) or matching the Deployment limits if migrations are heavy.\n\n3. **No activeDeadlineSeconds** — The Job lacks a timeout. If migrations hang (e.g., deadlock or infinite loop), the Job hangs indefinitely. Consider adding `activeDeadlineSeconds: 600` (10 minutes) or similar to prevent stuck Jobs blocking deployment.\n\n## Assessment\n\n**Ready to merge?** Yes\n\n**Reasoning:** The Job implementation is accurate to spec and follows Kubernetes best practices. The core functionality (command, env, RBAC, cleanup) is correct. Image pinning will be handled by the overlay per the design, and resource limits can be added in a follow-up if needed. No blockers."},{"type":"text","text":"agentId: afc45d5d351bee284 (use SendMessage with to: 'afc45d5d351bee284' to continue this agent)\n<usage>total_tokens: 38758\ntool_uses: 17\nduration_ms: 45687</usage>"}]}]},"uuid":"f435bf23-ed45-41a8-a86d-e663e59455ea","timestamp":"2026-05-18T22:04:09.598Z","toolUseResult":{"status":"completed","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes and infrastructure-as-code. Review the init Job just committed.\n\n## What Was Implemented\n\nTask 2 of 6 for `churn-renewal-forecast` Kustomize deployment. Created a one-shot Kubernetes Job for `bunx prisma migrate deploy` with ttlSecondsAfterFinished, backoffLimit, envFrom references to ConfigMap and Secret.\n\n## Requirements / Plan\n\n- job.yaml: batch/v1 Job, name churn-renewal-forecast-migrate, namespace churn-renewal-forecast, labels (name + component: migrate), ttlSecondsAfterFinished: 300, backoffLimit: 3, restartPolicy: OnFailure, serviceAccountName: churn-renewal-forecast, image registry.ic-ops.net/churn-renewal-forecast:latest, command [\"bunx\", \"prisma\", \"migrate\", \"deploy\"], envFrom configMap + secret\n- kustomization.yaml: resources: [job.yaml]\n\n## Git Range to Review\n\n**Base:** d38ec0affc66f147bcd43dc10223f2df6f96f5eb\n**Head:** 8ae4a6ef409140f1a0d3248dba181e9a57171875\n\n```bash\ngit diff --stat d38ec0affc66f147bcd43dc10223f2df6f96f5eb..8ae4a6ef409140f1a0d3248dba181e9a57171875\ngit diff d38ec0affc66f147bcd43dc10223f2df6f96f5eb..8ae4a6ef409140f1a0d3248dba181e9a57171875\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:** [1-2 sentences]\n","agentId":"afc45d5d351bee284","agentType":"general-purpose","content":[{"type":"text","text":"Perfect. Now let me synthesize my review:\n\n---\n\n## Strengths\n\n1. **Correct API version and Kind** — Uses `batch/v1 Job`, which is the stable GA API for Kubernetes Jobs (not beta).\n\n2. **Accurate resource naming** — Name `churn-renewal-forecast-migrate` and namespace `churn-renewal-forecast` match the design spec exactly.\n\n3. **Proper label structure** — Uses standard Kubernetes labels (`app.kubernetes.io/name`, `app.kubernetes.io/component: migrate`) consistent with bootstrap resources and the spec.\n\n4. **TTL cleanup configured** — `ttlSecondsAfterFinished: 300` ensures completed/failed jobs are cleaned up after 5 minutes, reducing namespace clutter.\n\n5. **Sensible backoff strategy** — `backoffLimit: 3` with `restartPolicy: OnFailure` provides reasonable retry behavior for transient failures without runaway restarts.\n\n6. **Correct command** — `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]` is the right choice for running migrations in a container without installing Prisma globally.\n\n7. **Environment injection** — `envFrom` correctly references both ConfigMap (`churn-renewal-forecast-config`) and Secret (`churn-renewal-forecast`), providing DATABASE_URL and other credentials needed for migrations.\n\n8. **ServiceAccount properly set** — References the `churn-renewal-forecast` ServiceAccount created in bootstrap, allowing RBAC controls if needed.\n\n9. **Clean kustomization.yaml** — The init Kustomization is minimal and focused—only declares the Job resource.\n\n## Issues\n\n#### Critical (Must Fix)\n\nNone identified. The implementation matches the design spec completely.\n\n#### Important (Should Fix)\n\n1. **Missing container name metadata** — The container is named `migrate`, which is good, but there's no `imagePullPolicy: IfNotPresent` or explicit `pullPolicy`. For a `:latest` tag in production, consider adding `imagePullPolicy: Always` to ensure the latest image is always pulled, avoiding stale image cache surprises. (Minor—implicit default is `IfNotPresent`, which is usually fine for `:latest`, but explicit is safer.)\n\n#### Minor (Nice to Have)\n\n1. **Image tag: `:latest` in base** — The design spec notes that \"The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay\" (section \"Image Strategy\"). This base Job uses `:latest`, which is correct for the base layer, but the overlay will need an `images` transform to pin it. Not an issue in this change, but ensure the overlay overlay implements this.\n\n2. **No resource requests/limits** — Unlike the web and worker Deployments (which specify `requests: {memory: 256Mi, cpu: 100m}` and `limits: {memory: 512Mi, cpu: 500m}`), the init Job has none. For a short-lived migration job, this is often acceptable, but adding requests ensures scheduler placement and prevents OOMkill surprises. Consider adding conservative limits (e.g., `memory: 512Mi`, `cpu: 1`) or matching the Deployment limits if migrations are heavy.\n\n3. **No activeDeadlineSeconds** — The Job lacks a timeout. If migrations hang (e.g., deadlock or infinite loop), the Job hangs indefinitely. Consider adding `activeDeadlineSeconds: 600` (10 minutes) or similar to prevent stuck Jobs blocking deployment.\n\n## Assessment\n\n**Ready to merge?** Yes\n\n**Reasoning:** The Job implementation is accurate to spec and follows Kubernetes best practices. The core functionality (command, env, RBAC, cleanup) is correct. Image pinning will be handled by the overlay per the design, and resource limits can be added in a follow-up if needed. 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{"parentUuid":"d69876be-2b89-48ba-89fb-b2b975067367","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01MS9rzZjfQGVfhL85mDPGaa","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Kj3bmxNNZkmffU13bxdnMR","name":"Agent","input":{"description":"Implement Task 3: Network Policies","model":"haiku","prompt":"You are implementing Task 3: Network Policies for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 3: Network Policies\n\nCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/netpol\n```\n\n- [ ] **Step 2: Create allow-dns.yaml**\n\nAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-dns.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-dns\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toEndpoints:\n - matchLabels:\n k8s:io.kubernetes.pod.namespace: kube-system\n k8s-app: kube-dns\n toPorts:\n - ports:\n - port: \"53\"\n protocol: UDP\n rules:\n dns:\n - matchPattern: \"*\"\n```\n\n- [ ] **Step 3: Create allow-rds.yaml**\n\nAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-rds.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-rds\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toCIDR:\n - 0.0.0.0/0\n toPorts:\n - ports:\n - port: \"5432\"\n protocol: TCP\n```\n\n- [ ] **Step 4: Create allow-external.yaml**\n\n`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-external.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-external\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toFQDNs:\n - matchName: \"clerk.com\"\n - matchPattern: \"*.clerk.com\"\n - matchName: \"api.frontapp.com\"\n - matchName: \"api.productboard.com\"\n - matchName: \"slack.com\"\n - matchPattern: \"*.slack.com\"\n toPorts:\n - ports:\n - port: \"443\"\n protocol: TCP\n```\n\n- [ ] **Step 5: Create netpol/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/netpol/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - allow-dns.yaml\n - allow-rds.yaml\n - allow-external.yaml\n```\n\n- [ ] **Step 6: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/netpol\n```\n\nExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/base/netpol/\ngit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n```\n\n## Context\n\nTask 3 of 6. The netpol layer isolates egress for all `churn-renewal-forecast` pods (web, worker, and init Job). All three network policies select on `app.kubernetes.io/name: churn-renewal-forecast`. The DNS policy is a prerequisite for FQDN resolution in the external policy. Kustomize does not validate CiliumNetworkPolicy CRDs — `kustomize build` will still pass because it treats unknown CRDs as unstructured YAML.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":114,"cache_read_input_tokens":150667,"output_tokens":1538,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":114,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1538,"cache_read_input_tokens":150667,"cache_creation_input_tokens":114,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":114},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbAnriWUCpmapgoUNvnHH","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"3e7ab29c-2b7c-46f4-902c-8e9b2fb5519a","timestamp":"2026-05-18T22:04:36.402Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"3e7ab29c-2b7c-46f4-902c-8e9b2fb5519a","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Kj3bmxNNZkmffU13bxdnMR","type":"tool_result","content":[{"type":"text","text":"Perfect! Here's my report on Task 3:\n\n## Status: DONE\n\n### Files Created\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-dns.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-rds.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-external.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/kustomization.yaml`\n\n### Validation Result\n`kustomize build deploy/kubernetes/base/netpol` executed successfully with no errors. Output shows all three CiliumNetworkPolicy resources correctly defined:\n- `churn-renewal-forecast-allow-dns` - DNS egress to kube-dns on UDP 53\n- `churn-renewal-forecast-allow-external` - HTTPS egress to external services (Clerk, Front, Productboard, Slack)\n- `churn-renewal-forecast-allow-rds` - RDS egress on TCP 5432\n\n### Commit\nCreated commit `bcb824fe` with message: `feat: add cilium network policies (dns, rds, external egress)`\n\nAll files follow the exact specifications provided, with proper Cilium CRD configuration, endpoint selectors, and port/protocol specifications. The DNS policy enables FQDN resolution for the external policy through Cilium's DNS tracking capability."},{"type":"text","text":"agentId: aaa1f3aa5e33dcadc (use SendMessage with to: 'aaa1f3aa5e33dcadc' to continue this agent)\n<usage>total_tokens: 36701\ntool_uses: 10\nduration_ms: 16262139</usage>"}]}]},"uuid":"c28f8edb-9c24-4a55-b220-4ab46ea221be","timestamp":"2026-05-19T02:35:38.736Z","toolUseResult":{"status":"completed","prompt":"You are implementing Task 3: Network Policies for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 3: Network Policies\n\nCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/netpol\n```\n\n- [ ] **Step 2: Create allow-dns.yaml**\n\nAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-dns.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-dns\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toEndpoints:\n - matchLabels:\n k8s:io.kubernetes.pod.namespace: kube-system\n k8s-app: kube-dns\n toPorts:\n - ports:\n - port: \"53\"\n protocol: UDP\n rules:\n dns:\n - matchPattern: \"*\"\n```\n\n- [ ] **Step 3: Create allow-rds.yaml**\n\nAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-rds.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-rds\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toCIDR:\n - 0.0.0.0/0\n toPorts:\n - ports:\n - port: \"5432\"\n protocol: TCP\n```\n\n- [ ] **Step 4: Create allow-external.yaml**\n\n`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-external.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-external\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toFQDNs:\n - matchName: \"clerk.com\"\n - matchPattern: \"*.clerk.com\"\n - matchName: \"api.frontapp.com\"\n - matchName: \"api.productboard.com\"\n - matchName: \"slack.com\"\n - matchPattern: \"*.slack.com\"\n toPorts:\n - ports:\n - port: \"443\"\n protocol: TCP\n```\n\n- [ ] **Step 5: Create netpol/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/netpol/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - allow-dns.yaml\n - allow-rds.yaml\n - allow-external.yaml\n```\n\n- [ ] **Step 6: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/netpol\n```\n\nExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/base/netpol/\ngit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n```\n\n## Context\n\nTask 3 of 6. The netpol layer isolates egress for all `churn-renewal-forecast` pods (web, worker, and init Job). All three network policies select on `app.kubernetes.io/name: churn-renewal-forecast`. The DNS policy is a prerequisite for FQDN resolution in the external policy. Kustomize does not validate CiliumNetworkPolicy CRDs — `kustomize build` will still pass because it treats unknown CRDs as unstructured YAML.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n","agentId":"aaa1f3aa5e33dcadc","agentType":"general-purpose","content":[{"type":"text","text":"Perfect! Here's my report on Task 3:\n\n## Status: DONE\n\n### Files Created\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-dns.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-rds.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/allow-external.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/kustomization.yaml`\n\n### Validation Result\n`kustomize build deploy/kubernetes/base/netpol` executed successfully with no errors. Output shows all three CiliumNetworkPolicy resources correctly defined:\n- `churn-renewal-forecast-allow-dns` - DNS egress to kube-dns on UDP 53\n- `churn-renewal-forecast-allow-external` - HTTPS egress to external services (Clerk, Front, Productboard, Slack)\n- `churn-renewal-forecast-allow-rds` - RDS egress on TCP 5432\n\n### Commit\nCreated commit `bcb824fe` with message: `feat: add cilium network policies (dns, rds, external egress)`\n\nAll files follow the exact specifications provided, with proper Cilium CRD configuration, endpoint selectors, and port/protocol specifications. 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{"parentUuid":"17273250-b5a4-4fdc-8f7c-984d05d788f0","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01QbxJcTu2Z53zwNFQxCW7e1","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H8HLzT6mdB9pyPpoGN6iNp","name":"Agent","input":{"description":"Spec compliance review for Task 3: Network Policies","model":"haiku","prompt":"You are reviewing whether an implementation matches its specification. Read the actual files — do not trust the implementer's report.\n\n## What Was Requested\n\nTask 3: 4 files under `deploy/kubernetes/base/netpol/`:\n\n**allow-dns.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-dns, namespace: churn-renewal-forecast\n- label: app.kubernetes.io/name: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toEndpoints with k8s:io.kubernetes.pod.namespace: kube-system and k8s-app: kube-dns\n- toPorts port \"53\" UDP with rules.dns matchPattern \"*\"\n\n**allow-rds.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-rds, namespace: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toCIDR 0.0.0.0/0, toPorts port \"5432\" TCP\n\n**allow-external.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-external, namespace: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toFQDNs: matchName \"clerk.com\", matchPattern \"*.clerk.com\", matchName \"api.frontapp.com\", matchName \"api.productboard.com\", matchName \"slack.com\", matchPattern \"*.slack.com\"\n- toPorts port \"443\" TCP\n\n**kustomization.yaml** — resources: [allow-dns.yaml, allow-rds.yaml, allow-external.yaml]\n\n`kustomize build deploy/kubernetes/base/netpol` must succeed with 3 CiliumNetworkPolicy resources.\nCommitted with message matching \"feat: add cilium network policies\".\n\n## Your Job\n\nRead every file at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/`. Verify field by field. Run `kustomize build`. Check git log.\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport:\n- ✅ Spec compliant\n- ❌ Issues found: [file:line specifics]\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":140933,"cache_read_input_tokens":11845,"output_tokens":690,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":140933,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":690,"cache_read_input_tokens":11845,"cache_creation_input_tokens":140933,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":140933},"type":"message"}],"speed":"standard"},"diagnostics":{"cache_miss_reason":{"type":"previous_message_not_found"}}},"requestId":"req_011CbB9YvXUSB6iULdEgHKQw","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"bfe7f17f-e071-41a2-ab54-b7806ef9775b","timestamp":"2026-05-19T02:35:49.757Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"bfe7f17f-e071-41a2-ab54-b7806ef9775b","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H8HLzT6mdB9pyPpoGN6iNp","type":"tool_result","content":[{"type":"text","text":"Perfect. Let me verify the spec compliance systematically:\n\n**allow-dns.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-dns\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toEndpoints with k8s:io.kubernetes.pod.namespace: kube-system and k8s-app: kube-dns\n- ✅ toPorts port \"53\" UDP\n- ✅ rules.dns matchPattern \"*\"\n\n**allow-rds.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-rds\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toCIDR 0.0.0.0/0\n- ✅ toPorts port \"5432\" TCP\n\n**allow-external.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-external\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toFQDNs with correct matchName and matchPattern values for clerk.com, api.frontapp.com, api.productboard.com, slack.com\n- ✅ toPorts port \"443\" TCP\n\n**kustomization.yaml:**\n- ✅ resources list all 3 files in correct order\n\n**Build verification:**\n- ✅ kustomize build succeeded\n- ✅ Output contains exactly 3 CiliumNetworkPolicy resources\n\n**Git commit:**\n- ✅ Commit message: \"feat: add cilium network policies (dns, rds, external egress)\"\n\n---\n\n✅ **Spec compliant** — all files match specifications exactly. The kustomize build succeeds and outputs all 3 CiliumNetworkPolicy resources correctly. Commit message follows the convention."},{"type":"text","text":"agentId: a5ae5c56503bce26f (use SendMessage with to: 'a5ae5c56503bce26f' to continue this agent)\n<usage>total_tokens: 33228\ntool_uses: 8\nduration_ms: 33366</usage>"}]}]},"uuid":"9f1c07bb-c89c-41ad-b558-2dd6455e79b1","timestamp":"2026-05-19T02:36:23.328Z","toolUseResult":{"status":"completed","prompt":"You are reviewing whether an implementation matches its specification. Read the actual files — do not trust the implementer's report.\n\n## What Was Requested\n\nTask 3: 4 files under `deploy/kubernetes/base/netpol/`:\n\n**allow-dns.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-dns, namespace: churn-renewal-forecast\n- label: app.kubernetes.io/name: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toEndpoints with k8s:io.kubernetes.pod.namespace: kube-system and k8s-app: kube-dns\n- toPorts port \"53\" UDP with rules.dns matchPattern \"*\"\n\n**allow-rds.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-rds, namespace: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toCIDR 0.0.0.0/0, toPorts port \"5432\" TCP\n\n**allow-external.yaml** — CiliumNetworkPolicy:\n- name: churn-renewal-forecast-allow-external, namespace: churn-renewal-forecast\n- endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- egress toFQDNs: matchName \"clerk.com\", matchPattern \"*.clerk.com\", matchName \"api.frontapp.com\", matchName \"api.productboard.com\", matchName \"slack.com\", matchPattern \"*.slack.com\"\n- toPorts port \"443\" TCP\n\n**kustomization.yaml** — resources: [allow-dns.yaml, allow-rds.yaml, allow-external.yaml]\n\n`kustomize build deploy/kubernetes/base/netpol` must succeed with 3 CiliumNetworkPolicy resources.\nCommitted with message matching \"feat: add cilium network policies\".\n\n## Your Job\n\nRead every file at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/netpol/`. Verify field by field. Run `kustomize build`. Check git log.\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport:\n- ✅ Spec compliant\n- ❌ Issues found: [file:line specifics]\n","agentId":"a5ae5c56503bce26f","agentType":"general-purpose","content":[{"type":"text","text":"Perfect. Let me verify the spec compliance systematically:\n\n**allow-dns.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-dns\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toEndpoints with k8s:io.kubernetes.pod.namespace: kube-system and k8s-app: kube-dns\n- ✅ toPorts port \"53\" UDP\n- ✅ rules.dns matchPattern \"*\"\n\n**allow-rds.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-rds\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toCIDR 0.0.0.0/0\n- ✅ toPorts port \"5432\" TCP\n\n**allow-external.yaml:**\n- ✅ apiVersion: cilium.io/v2\n- ✅ kind: CiliumNetworkPolicy\n- ✅ name: churn-renewal-forecast-allow-external\n- ✅ namespace: churn-renewal-forecast\n- ✅ label: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ endpointSelector matchLabels: app.kubernetes.io/name: churn-renewal-forecast\n- ✅ egress toFQDNs with correct matchName and matchPattern values for clerk.com, api.frontapp.com, api.productboard.com, slack.com\n- ✅ toPorts port \"443\" TCP\n\n**kustomization.yaml:**\n- ✅ resources list all 3 files in correct order\n\n**Build verification:**\n- ✅ kustomize build succeeded\n- ✅ Output contains exactly 3 CiliumNetworkPolicy resources\n\n**Git commit:**\n- ✅ Commit message: \"feat: add cilium network policies (dns, rds, external egress)\"\n\n---\n\n✅ **Spec compliant** — all files match specifications exactly. The kustomize build succeeds and outputs all 3 CiliumNetworkPolicy resources correctly. Commit message follows the convention."}],"totalDurationMs":33366,"totalTokens":33228,"totalToolUseCount":8,"usage":{"input_tokens":6,"cache_creation_input_tokens":859,"cache_read_input_tokens":31686,"output_tokens":677,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":859},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":677,"cache_read_input_tokens":31686,"cache_creation_input_tokens":859,"cache_creation":{"ephemeral_5m_input_tokens":859,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":5,"searchCount":0,"bashCount":3,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"bfe7f17f-e071-41a2-ab54-b7806ef9775b","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"2a3d50ec-d8f6-4805-a862-a3f271dda35f","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01HcbH53RpL9MttDeMn8CeXi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H1LziNptDs6xZCDFUfwMCh","name":"Agent","input":{"description":"Code quality review for Task 3: Network Policies","model":"haiku","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes networking and Cilium. Review the CiliumNetworkPolicy resources just committed.\n\n## What Was Implemented\n\nTask 3 of 6 for `churn-renewal-forecast` Kustomize deployment. Three CiliumNetworkPolicy resources: DNS egress (UDP 53 to kube-dns), RDS egress (TCP 5432 to 0.0.0.0/0), and external HTTPS egress (TCP 443 via toFQDNs to clerk.com, api.frontapp.com, api.productboard.com, slack.com).\n\n## Requirements / Plan\n\nThree CiliumNetworkPolicies all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n- allow-dns.yaml: egress to kube-dns UDP 53 with dns rules\n- allow-rds.yaml: egress to 0.0.0.0/0 TCP 5432\n- allow-external.yaml: egress toFQDNs TCP 443 to clerk.com/*.clerk.com, api.frontapp.com, api.productboard.com, slack.com/*.slack.com\n\n## Git Range to Review\n\n**Base:** 8ae4a6ef409140f1a0d3248dba181e9a57171875\n**Head:** bcb824fe0570ccb8840df1114c902bd619a83724\n\n```bash\ngit diff --stat 8ae4a6ef409140f1a0d3248dba181e9a57171875..bcb824fe0570ccb8840df1114c902bd619a83724\ngit diff 8ae4a6ef409140f1a0d3248dba181e9a57171875..bcb824fe0570ccb8840df1114c902bd619a83724\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:**\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":111,"cache_read_input_tokens":154223,"output_tokens":618,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":111,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":618,"cache_read_input_tokens":154223,"cache_creation_input_tokens":111,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":111},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9cRKAxkx4wxr2dgjxG","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"63b03241-92d9-4f5d-883d-99f5ca362467","timestamp":"2026-05-19T02:36:37.639Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"63b03241-92d9-4f5d-883d-99f5ca362467","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H1LziNptDs6xZCDFUfwMCh","type":"tool_result","content":[{"type":"text","text":"I've identified critical issues. Let me document my findings:\n\n## Code Review: CiliumNetworkPolicy Resources\n\n### Strengths\n\n1. **Correct resource structure** - All three CiliumNetworkPolicy manifests follow proper Cilium API v2 format with correct metadata, spec, and egress sections.\n\n2. **Proper endpoint selection** - All policies correctly select pods via `app.kubernetes.io/name: churn-renewal-forecast` label, which matches the actual pod labels in `job.yaml`.\n\n3. **Clear naming** - Resource names are descriptive (allow-dns, allow-rds, allow-external) and follow Kubernetes naming conventions.\n\n4. **DNS pattern flexibility** - The DNS policy uses `matchPattern: \"*\"` to allow all DNS queries, which is reasonable for a general permit-all DNS rule.\n\n5. **HTTPS scope** - The external HTTPS policy correctly targets only TCP 443 with specific FQDNs via toFQDNs.\n\n6. **Organized structure** - The netpol directory with dedicated kustomization.yaml is well-organized.\n\n### Issues\n\n#### Critical (Must Fix)\n\n1. **Invalid label key in allow-dns.yaml (Line 15)** - The label key `k8s:io.kubernetes.pod.namespace` contains a colon (`:`) which is not valid in Kubernetes label keys. Label keys must follow RFC 1123 subdomain rules. This should be:\n - `k8s.io/namespace: kube-system` (Cilium's reserved label), or\n - `kubernetes.io/metadata.name: kube-system` (standard Kubernetes label)\n\n2. **Incorrect kube-dns selector** - The label `k8s-app: kube-dns` should be `k8s-app: dns` on the kube-dns pod. Verify the actual labels on your cluster's kube-dns pod with: `kubectl get pods -n kube-system -l k8s-app --show-labels`. The selector likely won't match.\n\n3. **Overly permissive RDS policy** - The allow-rds.yaml uses `toCIDR: 0.0.0.0/0` (all destinations) on port 5432. If RDS runs in a specific AWS security group or private subnet, this should be restricted to that CIDR range. At minimum, document why full-spectrum access is needed. This violates principle of least privilege.\n\n#### Important (Should Fix)\n\n1. **Missing namespace validation** - The policies hardcode `namespace: churn-renewal-forecast`. Verify this namespace exists and will be created before these policies are applied (the bootstrap namespace creation should come first).\n\n2. **No policy order/dependencies** - The kustomization.yaml doesn't specify apply order. Ensure the bootstrap namespace is applied before netpol resources via dependencies or separate deployment stages.\n\n3. **Incomplete FQDN coverage** - Verify that the external HTTPS policy covers all required FQDNs:\n - clerk.com and *.clerk.com (good)\n - api.frontapp.com (but is it subdomains too? Consider *.frontapp.com)\n - api.productboard.com (consider if *.productboard.com is needed)\n - slack.com and *.slack.com (good)\n\n4. **No documentation** - Add comments explaining why each rule is needed (e.g., \"DNS required for service discovery\", \"RDS for database access\", \"External services for authentication and integrations\").\n\n#### Minor (Nice to Have)\n\n1. **Consistent label capitalization** - Metadata labels use `app.kubernetes.io/name` consistently, which is good, but consider adding `app.kubernetes.io/component` to distinguish between different pod types (web app vs. job) for future policies.\n\n2. **DNS rule could be more restrictive** - `matchPattern: \"*\"` allows all DNS queries. Consider restricting to only required domains: `matchName: \"kube-dns\"` or specific domain patterns if known.\n\n### Assessment\n\n**Ready to merge?** **No - With critical fixes required**\n\n**Reasoning:**\n\nThe allow-dns.yaml has a **syntax error that will prevent the resource from being applied**: the label key `k8s:io.kubernetes.pod.namespace` is invalid because colons are not permitted in Kubernetes label keys. Additionally, the kube-dns pod selector is likely incorrect based on standard Kubernetes label conventions.\n\nThe allow-rds.yaml permits unrestricted outbound access to any IP on port 5432, violating least-privilege principles. This needs justification or tightening to a specific CIDR (e.g., AWS RDS subnet range).\n\n**Required fixes before merge:**\n1. Fix the label key in allow-dns.yaml line 15\n2. Verify and correct the kube-dns pod selector\n3. Restrict or justify the RDS CIDR range\n4. Add inline comments explaining each policy's purpose\n5. Verify all FQDNs in allow-external.yaml are complete"},{"type":"text","text":"agentId: a35271ea038a7be09 (use SendMessage with to: 'a35271ea038a7be09' to continue this agent)\n<usage>total_tokens: 39068\ntool_uses: 18\nduration_ms: 50990</usage>"}]}]},"uuid":"65b41426-1995-4e48-b697-d280904d3ed4","timestamp":"2026-05-19T02:37:28.857Z","toolUseResult":{"status":"completed","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes networking and Cilium. Review the CiliumNetworkPolicy resources just committed.\n\n## What Was Implemented\n\nTask 3 of 6 for `churn-renewal-forecast` Kustomize deployment. Three CiliumNetworkPolicy resources: DNS egress (UDP 53 to kube-dns), RDS egress (TCP 5432 to 0.0.0.0/0), and external HTTPS egress (TCP 443 via toFQDNs to clerk.com, api.frontapp.com, api.productboard.com, slack.com).\n\n## Requirements / Plan\n\nThree CiliumNetworkPolicies all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n- allow-dns.yaml: egress to kube-dns UDP 53 with dns rules\n- allow-rds.yaml: egress to 0.0.0.0/0 TCP 5432\n- allow-external.yaml: egress toFQDNs TCP 443 to clerk.com/*.clerk.com, api.frontapp.com, api.productboard.com, slack.com/*.slack.com\n\n## Git Range to Review\n\n**Base:** 8ae4a6ef409140f1a0d3248dba181e9a57171875\n**Head:** bcb824fe0570ccb8840df1114c902bd619a83724\n\n```bash\ngit diff --stat 8ae4a6ef409140f1a0d3248dba181e9a57171875..bcb824fe0570ccb8840df1114c902bd619a83724\ngit diff 8ae4a6ef409140f1a0d3248dba181e9a57171875..bcb824fe0570ccb8840df1114c902bd619a83724\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:**\n","agentId":"a35271ea038a7be09","agentType":"general-purpose","content":[{"type":"text","text":"I've identified critical issues. Let me document my findings:\n\n## Code Review: CiliumNetworkPolicy Resources\n\n### Strengths\n\n1. **Correct resource structure** - All three CiliumNetworkPolicy manifests follow proper Cilium API v2 format with correct metadata, spec, and egress sections.\n\n2. **Proper endpoint selection** - All policies correctly select pods via `app.kubernetes.io/name: churn-renewal-forecast` label, which matches the actual pod labels in `job.yaml`.\n\n3. **Clear naming** - Resource names are descriptive (allow-dns, allow-rds, allow-external) and follow Kubernetes naming conventions.\n\n4. **DNS pattern flexibility** - The DNS policy uses `matchPattern: \"*\"` to allow all DNS queries, which is reasonable for a general permit-all DNS rule.\n\n5. **HTTPS scope** - The external HTTPS policy correctly targets only TCP 443 with specific FQDNs via toFQDNs.\n\n6. **Organized structure** - The netpol directory with dedicated kustomization.yaml is well-organized.\n\n### Issues\n\n#### Critical (Must Fix)\n\n1. **Invalid label key in allow-dns.yaml (Line 15)** - The label key `k8s:io.kubernetes.pod.namespace` contains a colon (`:`) which is not valid in Kubernetes label keys. Label keys must follow RFC 1123 subdomain rules. This should be:\n - `k8s.io/namespace: kube-system` (Cilium's reserved label), or\n - `kubernetes.io/metadata.name: kube-system` (standard Kubernetes label)\n\n2. **Incorrect kube-dns selector** - The label `k8s-app: kube-dns` should be `k8s-app: dns` on the kube-dns pod. Verify the actual labels on your cluster's kube-dns pod with: `kubectl get pods -n kube-system -l k8s-app --show-labels`. The selector likely won't match.\n\n3. **Overly permissive RDS policy** - The allow-rds.yaml uses `toCIDR: 0.0.0.0/0` (all destinations) on port 5432. If RDS runs in a specific AWS security group or private subnet, this should be restricted to that CIDR range. At minimum, document why full-spectrum access is needed. This violates principle of least privilege.\n\n#### Important (Should Fix)\n\n1. **Missing namespace validation** - The policies hardcode `namespace: churn-renewal-forecast`. Verify this namespace exists and will be created before these policies are applied (the bootstrap namespace creation should come first).\n\n2. **No policy order/dependencies** - The kustomization.yaml doesn't specify apply order. Ensure the bootstrap namespace is applied before netpol resources via dependencies or separate deployment stages.\n\n3. **Incomplete FQDN coverage** - Verify that the external HTTPS policy covers all required FQDNs:\n - clerk.com and *.clerk.com (good)\n - api.frontapp.com (but is it subdomains too? Consider *.frontapp.com)\n - api.productboard.com (consider if *.productboard.com is needed)\n - slack.com and *.slack.com (good)\n\n4. **No documentation** - Add comments explaining why each rule is needed (e.g., \"DNS required for service discovery\", \"RDS for database access\", \"External services for authentication and integrations\").\n\n#### Minor (Nice to Have)\n\n1. **Consistent label capitalization** - Metadata labels use `app.kubernetes.io/name` consistently, which is good, but consider adding `app.kubernetes.io/component` to distinguish between different pod types (web app vs. job) for future policies.\n\n2. **DNS rule could be more restrictive** - `matchPattern: \"*\"` allows all DNS queries. Consider restricting to only required domains: `matchName: \"kube-dns\"` or specific domain patterns if known.\n\n### Assessment\n\n**Ready to merge?** **No - With critical fixes required**\n\n**Reasoning:**\n\nThe allow-dns.yaml has a **syntax error that will prevent the resource from being applied**: the label key `k8s:io.kubernetes.pod.namespace` is invalid because colons are not permitted in Kubernetes label keys. Additionally, the kube-dns pod selector is likely incorrect based on standard Kubernetes label conventions.\n\nThe allow-rds.yaml permits unrestricted outbound access to any IP on port 5432, violating least-privilege principles. This needs justification or tightening to a specific CIDR (e.g., AWS RDS subnet range).\n\n**Required fixes before merge:**\n1. Fix the label key in allow-dns.yaml line 15\n2. Verify and correct the kube-dns pod selector\n3. Restrict or justify the RDS CIDR range\n4. Add inline comments explaining each policy's purpose\n5. 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{"parentUuid":"dbec099b-98f5-4ee0-88c6-33048bd8666c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01QhJDxn5NbNrDhCyfgHXf2Y","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015wFVoEUXWAENb9FFYizk39","name":"Agent","input":{"description":"Implement Task 4: Services (deployments, service, ingress)","model":"sonnet","prompt":"You are implementing Task 4: Services for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-web\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: web\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bun\", \"run\", \"start\"]\n ports:\n - containerPort: 3000\n name: http\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-worker\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: worker\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n type: ClusterIP\n selector:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n ingressClassName: nginx\n tls:\n - hosts:\n - churn-forecast.infrastructure.immuta.io\n secretName: churn-renewal-forecast-tls\n rules:\n - host: churn-forecast.infrastructure.immuta.io\n http:\n paths:\n - path: /\n pathType: Prefix\n backend:\n service:\n name: churn-renewal-forecast\n port:\n name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - web-deployment.yaml\n - worker-deployment.yaml\n - service.yaml\n - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n## Context\n\nTask 4 of 6. This creates the runtime workloads. Key design decisions already made:\n- **Single image** `registry.ic-ops.net/churn-renewal-forecast:latest` for both web and worker, different `command` overrides\n- **Web** runs `bun run start` (= `next start`), exposes port 3000, has health probes\n- **Worker** runs `bunx tsx src/worker/index.ts` (pg-boss queue consumer), no HTTP port, no probes\n- **Service** is ClusterIP only, selects on `component: web` not worker\n- **Ingress** uses `ingressClassName: nginx` (not the deprecated annotation), TLS terminates at ingress\n\nThe ConfigMap `churn-renewal-forecast-config` and Secret `churn-renewal-forecast` already exist from Task 1.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":110,"cache_read_input_tokens":157367,"output_tokens":2159,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":110,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":2159,"cache_read_input_tokens":157367,"cache_creation_input_tokens":110,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":110},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9iijb16ppPtfTdTW73","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"fcc03dbf-6dac-403c-b19d-6a84c68eafcf","timestamp":"2026-05-19T02:38:20.344Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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No errors."},{"type":"text","text":"agentId: aa336a32ae2d346f3 (use SendMessage with to: 'aa336a32ae2d346f3' to continue this agent)\n<usage>total_tokens: 21385\ntool_uses: 9\nduration_ms: 341258</usage>"}]}]},"uuid":"0dd30017-5b33-42d1-b68d-8f75d1718d97","timestamp":"2026-05-19T02:44:01.807Z","toolUseResult":{"status":"completed","prompt":"You are implementing Task 4: Services for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-web\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: web\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bun\", \"run\", \"start\"]\n ports:\n - containerPort: 3000\n name: http\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-worker\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: worker\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n type: ClusterIP\n selector:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n ingressClassName: nginx\n tls:\n - hosts:\n - churn-forecast.infrastructure.immuta.io\n secretName: churn-renewal-forecast-tls\n rules:\n - host: churn-forecast.infrastructure.immuta.io\n http:\n paths:\n - path: /\n pathType: Prefix\n backend:\n service:\n name: churn-renewal-forecast\n port:\n name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - web-deployment.yaml\n - worker-deployment.yaml\n - service.yaml\n - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n## Context\n\nTask 4 of 6. This creates the runtime workloads. Key design decisions already made:\n- **Single image** `registry.ic-ops.net/churn-renewal-forecast:latest` for both web and worker, different `command` overrides\n- **Web** runs `bun run start` (= `next start`), exposes port 3000, has health probes\n- **Worker** runs `bunx tsx src/worker/index.ts` (pg-boss queue consumer), no HTTP port, no probes\n- **Service** is ClusterIP only, selects on `component: web` not worker\n- **Ingress** uses `ingressClassName: nginx` (not the deprecated annotation), TLS terminates at ingress\n\nThe ConfigMap `churn-renewal-forecast-config` and Secret `churn-renewal-forecast` already exist from Task 1.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n","agentId":"aa336a32ae2d346f3","agentType":"general-purpose","content":[{"type":"text","text":"**Status:** DONE\n\n**Files created:**\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/web-deployment.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/worker-deployment.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/service.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/ingress.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/kustomization.yaml`\n\n**Validation result:** `kustomize build deploy/kubernetes/base/services` produced clean YAML output with exactly two Deployments (web + worker), one ClusterIP Service, and one Ingress. No errors."}],"totalDurationMs":341258,"totalTokens":21385,"totalToolUseCount":9,"usage":{"input_tokens":1,"cache_creation_input_tokens":339,"cache_read_input_tokens":20820,"output_tokens":225,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":339},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":225,"cache_read_input_tokens":20820,"cache_creation_input_tokens":339,"cache_creation":{"ephemeral_5m_input_tokens":339,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":0,"searchCount":0,"bashCount":4,"editFileCount":5,"linesAdded":148,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"fcc03dbf-6dac-403c-b19d-6a84c68eafcf","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"aa5665ad-fa93-4f58-89a3-cd792c1770e0","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01BckucPRyNXyY1aQSWKMkyE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01F1BqhXSHpvTnF1Gyghr6ZU","name":"Agent","input":{"description":"Spec compliance review for Task 4: Services","model":"haiku","prompt":"You are reviewing whether an implementation matches its specification. Read actual files — do not trust the implementer's report.\n\n## What Was Requested\n\nTask 4: 5 files under `deploy/kubernetes/base/services/`:\n\n**web-deployment.yaml** — apps/v1 Deployment:\n- name: churn-renewal-forecast-web, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- spec.replicas: 1\n- selector matchLabels: both labels\n- template.metadata.labels: both labels\n- serviceAccountName: churn-renewal-forecast\n- container name: web, image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bun\", \"run\", \"start\"]\n- containerPort 3000 named http\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- resources: requests {memory: 256Mi, cpu: 100m}, limits {memory: 512Mi, cpu: 500m}\n- livenessProbe: httpGet /api/health/live port 3000, initialDelaySeconds: 15, periodSeconds: 20\n- readinessProbe: httpGet /api/health/ready port 3000, initialDelaySeconds: 10, periodSeconds: 10\n\n**worker-deployment.yaml** — apps/v1 Deployment:\n- name: churn-renewal-forecast-worker, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: worker\n- spec.replicas: 1\n- selector matchLabels: both labels\n- template.metadata.labels: both labels\n- serviceAccountName: churn-renewal-forecast\n- container name: worker, image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n- NO ports\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- resources: requests {memory: 256Mi, cpu: 100m}, limits {memory: 512Mi, cpu: 500m}\n- NO probes\n\n**service.yaml** — v1 Service:\n- name: churn-renewal-forecast, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- type: ClusterIP\n- selector: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- ports: port 80, targetPort 3000, name http\n\n**ingress.yaml** — networking.k8s.io/v1 Ingress:\n- name: churn-renewal-forecast, namespace: churn-renewal-forecast\n- label: app.kubernetes.io/name: churn-renewal-forecast\n- ingressClassName: nginx\n- tls: hosts [churn-forecast.infrastructure.immuta.io], secretName churn-renewal-forecast-tls\n- rules: host churn-forecast.infrastructure.immuta.io, path / Prefix, backend service churn-renewal-forecast port name http\n\n**kustomization.yaml** — resources: [web-deployment.yaml, worker-deployment.yaml, service.yaml, ingress.yaml]\n\n`kustomize build deploy/kubernetes/base/services` must succeed.\n\n## Your Job\n\nRead every file. Verify field by field. Run `kustomize build`. Check git log for commit matching \"feat: add k8s service resources\".\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport ✅ Spec compliant or ❌ Issues found with file:line specifics.\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2461,"cache_read_input_tokens":157477,"output_tokens":1014,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2461,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1014,"cache_read_input_tokens":157477,"cache_creation_input_tokens":2461,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2461},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAC16qbd9P4Ng3dHinc","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"5a1d1dc0-16c2-4ac2-8c18-5dca3ec84a13","timestamp":"2026-05-19T02:44:13.201Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"5a1d1dc0-16c2-4ac2-8c18-5dca3ec84a13","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01F1BqhXSHpvTnF1Gyghr6ZU","type":"tool_result","content":[{"type":"text","text":"Excellent. Now let me verify each field systematically against the specification:\n\n## Verification Results\n\nI've read all 5 files and verified them against the specification. **✅ All files are spec compliant.** Here's the detailed verification:\n\n**web-deployment.yaml** — All fields verified ✅\n- Line 2: apiVersion `apps/v1` \n- Line 3: kind `Deployment`\n- Line 5: name `churn-renewal-forecast-web`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with `app.kubernetes.io/name` and `app.kubernetes.io/component: web`\n- Line 11: replicas `1`\n- Lines 12-15: selector matchLabels matching both labels\n- Lines 16-20: template.metadata.labels matching both labels\n- Line 22: serviceAccountName `churn-renewal-forecast`\n- Line 24: container name `web`\n- Line 25: image `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Line 26: command `[\"bun\", \"run\", \"start\"]`\n- Lines 28-29: containerPort 3000 named `http`\n- Lines 30-34: envFrom with configMapRef and secretRef\n- Lines 35-41: resources (requests/limits) correctly specified\n- Lines 42-47: livenessProbe with httpGet `/api/health/live` port 3000, delays correct\n- Lines 48-53: readinessProbe with httpGet `/api/health/ready` port 3000, delays correct\n\n**worker-deployment.yaml** — All fields verified ✅\n- Line 2: apiVersion `apps/v1`\n- Line 3: kind `Deployment`\n- Line 5: name `churn-renewal-forecast-worker`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with `app.kubernetes.io/name` and `app.kubernetes.io/component: worker`\n- Line 11: replicas `1`\n- Lines 12-15: selector matchLabels matching both labels\n- Lines 16-20: template.metadata.labels matching both labels\n- Line 22: serviceAccountName `churn-renewal-forecast`\n- Line 24: container name `worker`\n- Line 25: image `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Line 26: command `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No ports section (correctly omitted)\n- Lines 27-31: envFrom with configMapRef and secretRef\n- Lines 32-38: resources correctly specified\n- No probes section (correctly omitted)\n\n**service.yaml** — All fields verified ✅\n- Line 2: apiVersion `v1`\n- Line 3: kind `Service`\n- Line 5: name `churn-renewal-forecast`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with both required labels\n- Line 11: type `ClusterIP`\n- Lines 12-14: selector with both labels\n- Lines 15-18: ports with port 80, targetPort 3000, name `http`\n\n**ingress.yaml** — All fields verified ✅\n- Line 2: apiVersion `networking.k8s.io/v1`\n- Line 3: kind `Ingress`\n- Line 5: name `churn-renewal-forecast`\n- Line 6: namespace `churn-renewal-forecast`\n- Line 8: label `app.kubernetes.io/name: churn-renewal-forecast`\n- Line 10: ingressClassName `nginx`\n- Lines 11-14: tls with hosts `[churn-forecast.infrastructure.immuta.io]` and secretName `churn-renewal-forecast-tls`\n- Lines 15-25: rules with host, path `/` Prefix, backend service `churn-renewal-forecast` port name `http`\n\n**kustomization.yaml** — All fields verified ✅\n- Lines 5-9: resources list all 5 files in correct format\n\n**kustomize build** — ✅ Succeeds without errors\n\n**Git log** — ✅ Commit `d9922312` \"feat: add k8s service resources (web, worker deployments, svc, ingress)\" found and matches all 5 files\n\nNo issues detected. Implementation is complete and compliant with all specifications."},{"type":"text","text":"agentId: a4d2f3b91a28118af (use SendMessage with to: 'a4d2f3b91a28118af' to continue this agent)\n<usage>total_tokens: 35488\ntool_uses: 9\nduration_ms: 42239</usage>"}]}]},"uuid":"280e5085-a320-44fe-8f4d-0a1f4faec5c0","timestamp":"2026-05-19T02:44:55.646Z","toolUseResult":{"status":"completed","prompt":"You are reviewing whether an implementation matches its specification. Read actual files — do not trust the implementer's report.\n\n## What Was Requested\n\nTask 4: 5 files under `deploy/kubernetes/base/services/`:\n\n**web-deployment.yaml** — apps/v1 Deployment:\n- name: churn-renewal-forecast-web, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- spec.replicas: 1\n- selector matchLabels: both labels\n- template.metadata.labels: both labels\n- serviceAccountName: churn-renewal-forecast\n- container name: web, image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bun\", \"run\", \"start\"]\n- containerPort 3000 named http\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- resources: requests {memory: 256Mi, cpu: 100m}, limits {memory: 512Mi, cpu: 500m}\n- livenessProbe: httpGet /api/health/live port 3000, initialDelaySeconds: 15, periodSeconds: 20\n- readinessProbe: httpGet /api/health/ready port 3000, initialDelaySeconds: 10, periodSeconds: 10\n\n**worker-deployment.yaml** — apps/v1 Deployment:\n- name: churn-renewal-forecast-worker, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: worker\n- spec.replicas: 1\n- selector matchLabels: both labels\n- template.metadata.labels: both labels\n- serviceAccountName: churn-renewal-forecast\n- container name: worker, image: registry.ic-ops.net/churn-renewal-forecast:latest\n- command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n- NO ports\n- envFrom: configMapRef churn-renewal-forecast-config, secretRef churn-renewal-forecast\n- resources: requests {memory: 256Mi, cpu: 100m}, limits {memory: 512Mi, cpu: 500m}\n- NO probes\n\n**service.yaml** — v1 Service:\n- name: churn-renewal-forecast, namespace: churn-renewal-forecast\n- labels: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- type: ClusterIP\n- selector: app.kubernetes.io/name: churn-renewal-forecast, app.kubernetes.io/component: web\n- ports: port 80, targetPort 3000, name http\n\n**ingress.yaml** — networking.k8s.io/v1 Ingress:\n- name: churn-renewal-forecast, namespace: churn-renewal-forecast\n- label: app.kubernetes.io/name: churn-renewal-forecast\n- ingressClassName: nginx\n- tls: hosts [churn-forecast.infrastructure.immuta.io], secretName churn-renewal-forecast-tls\n- rules: host churn-forecast.infrastructure.immuta.io, path / Prefix, backend service churn-renewal-forecast port name http\n\n**kustomization.yaml** — resources: [web-deployment.yaml, worker-deployment.yaml, service.yaml, ingress.yaml]\n\n`kustomize build deploy/kubernetes/base/services` must succeed.\n\n## Your Job\n\nRead every file. Verify field by field. Run `kustomize build`. Check git log for commit matching \"feat: add k8s service resources\".\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nReport ✅ Spec compliant or ❌ Issues found with file:line specifics.\n","agentId":"a4d2f3b91a28118af","agentType":"general-purpose","content":[{"type":"text","text":"Excellent. Now let me verify each field systematically against the specification:\n\n## Verification Results\n\nI've read all 5 files and verified them against the specification. **✅ All files are spec compliant.** Here's the detailed verification:\n\n**web-deployment.yaml** — All fields verified ✅\n- Line 2: apiVersion `apps/v1` \n- Line 3: kind `Deployment`\n- Line 5: name `churn-renewal-forecast-web`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with `app.kubernetes.io/name` and `app.kubernetes.io/component: web`\n- Line 11: replicas `1`\n- Lines 12-15: selector matchLabels matching both labels\n- Lines 16-20: template.metadata.labels matching both labels\n- Line 22: serviceAccountName `churn-renewal-forecast`\n- Line 24: container name `web`\n- Line 25: image `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Line 26: command `[\"bun\", \"run\", \"start\"]`\n- Lines 28-29: containerPort 3000 named `http`\n- Lines 30-34: envFrom with configMapRef and secretRef\n- Lines 35-41: resources (requests/limits) correctly specified\n- Lines 42-47: livenessProbe with httpGet `/api/health/live` port 3000, delays correct\n- Lines 48-53: readinessProbe with httpGet `/api/health/ready` port 3000, delays correct\n\n**worker-deployment.yaml** — All fields verified ✅\n- Line 2: apiVersion `apps/v1`\n- Line 3: kind `Deployment`\n- Line 5: name `churn-renewal-forecast-worker`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with `app.kubernetes.io/name` and `app.kubernetes.io/component: worker`\n- Line 11: replicas `1`\n- Lines 12-15: selector matchLabels matching both labels\n- Lines 16-20: template.metadata.labels matching both labels\n- Line 22: serviceAccountName `churn-renewal-forecast`\n- Line 24: container name `worker`\n- Line 25: image `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Line 26: command `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No ports section (correctly omitted)\n- Lines 27-31: envFrom with configMapRef and secretRef\n- Lines 32-38: resources correctly specified\n- No probes section (correctly omitted)\n\n**service.yaml** — All fields verified ✅\n- Line 2: apiVersion `v1`\n- Line 3: kind `Service`\n- Line 5: name `churn-renewal-forecast`\n- Line 6: namespace `churn-renewal-forecast`\n- Lines 7-9: labels with both required labels\n- Line 11: type `ClusterIP`\n- Lines 12-14: selector with both labels\n- Lines 15-18: ports with port 80, targetPort 3000, name `http`\n\n**ingress.yaml** — All fields verified ✅\n- Line 2: apiVersion `networking.k8s.io/v1`\n- Line 3: kind `Ingress`\n- Line 5: name `churn-renewal-forecast`\n- Line 6: namespace `churn-renewal-forecast`\n- Line 8: label `app.kubernetes.io/name: churn-renewal-forecast`\n- Line 10: ingressClassName `nginx`\n- Lines 11-14: tls with hosts `[churn-forecast.infrastructure.immuta.io]` and secretName `churn-renewal-forecast-tls`\n- Lines 15-25: rules with host, path `/` Prefix, backend service `churn-renewal-forecast` port name `http`\n\n**kustomization.yaml** — All fields verified ✅\n- Lines 5-9: resources list all 5 files in correct format\n\n**kustomize build** — ✅ Succeeds without errors\n\n**Git log** — ✅ Commit `d9922312` \"feat: add k8s service resources (web, worker deployments, svc, ingress)\" found and matches all 5 files\n\nNo issues detected. 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{"parentUuid":"f067be80-dc13-4a9c-983d-66da09f4e7ab","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01RdFaDdNaTjMscFLPsBHLzy","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01U8Qbge9J2mLMT1nrmjVUWz","name":"Agent","input":{"description":"Code quality review for Task 4: Services","model":"sonnet","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes and infrastructure-as-code. Review the service resources just committed.\n\n## What Was Implemented\n\nTask 4 of 6 for `churn-renewal-forecast` Kustomize deployment. Created: web Deployment (Next.js, `bun run start`, port 3000, liveness/readiness probes), worker Deployment (pg-boss queue consumer, `bunx tsx src/worker/index.ts`, no probes), ClusterIP Service (port 80→3000, selects web pods only), Nginx Ingress (churn-forecast.infrastructure.immuta.io, TLS, ingressClassName: nginx).\n\n## Requirements / Plan\n\n- web-deployment.yaml: replicas 1, image registry.ic-ops.net/churn-renewal-forecast:latest, command [\"bun\",\"run\",\"start\"], port 3000, envFrom configmap+secret, resources 256Mi/100m req, 512Mi/500m limits, liveness /api/health/live delay 15 period 20, readiness /api/health/ready delay 10 period 10\n- worker-deployment.yaml: same image, command [\"bunx\",\"tsx\",\"src/worker/index.ts\"], no ports, no probes, same resources, envFrom\n- service.yaml: ClusterIP, port 80→3000, selects component: web\n- ingress.yaml: ingressClassName nginx, TLS churn-forecast.infrastructure.immuta.io, backend port name http\n\n## Git Range to Review\n\n**Base:** bcb824fe0570ccb8840df1114c902bd619a83724\n**Head:** d99223125b583306d982d37167dc92fcb7351ee1\n\n```bash\ngit diff --stat bcb824fe0570ccb8840df1114c902bd619a83724..d99223125b583306d982d37167dc92fcb7351ee1\ngit diff bcb824fe0570ccb8840df1114c902bd619a83724..d99223125b583306d982d37167dc92fcb7351ee1\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:**\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":111,"cache_read_input_tokens":162114,"output_tokens":672,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":111,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":672,"cache_read_input_tokens":162114,"cache_creation_input_tokens":111,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":111},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAGHhLd6Z14ShVvRreU","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"2f9b3d2d-0907-4a59-ba2e-48c957ecbf42","timestamp":"2026-05-19T02:45:12.206Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"2f9b3d2d-0907-4a59-ba2e-48c957ecbf42","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01U8Qbge9J2mLMT1nrmjVUWz","type":"tool_result","content":[{"type":"text","text":"I have everything I need. Here is the full review, Sir Charles of St Cheese.\n\n---\n\n### Strengths\n\n- **Label consistency is bussin'.** All five resources use `app.kubernetes.io/name` + `app.kubernetes.io/component` throughout — metadata, pod template, and Service selector all align perfectly. No label drift.\n- **Ingress TLS setup ate.** `ingressClassName: nginx`, distinct `tls` block, `secretName` that matches the ESO-managed secret naming convention, and the backend referencing the Service port by `name: http` (rather than a raw number) — all best-practice choices.\n- **Service correctly isolates web only.** The selector targeting `component: web` means the worker pods are never accidentally routed traffic. W.\n- **Resources are sane for a Next.js app.** 256Mi/100m requests and 512Mi/500m limits are reasonable starting values for a single-tenant internal tool. The 2:1 memory ratio gives headroom without over-committing.\n- **Worker graceful shutdown is handled in code.** `SIGTERM` and `SIGINT` handlers in `src/worker/index.ts` call `closeBoss()` — the Deployment just needs to deliver SIGTERM (which Kubernetes does by default), so no extra `lifecycle` hook is needed there. Low-key clean.\n- **Init job pattern for migrations** is properly separated from the Deployments — existing `init/job.yaml` already handles this and the new Deployments don't try to run migrations themselves. Clock that.\n\n---\n\n### Issues\n\n#### Critical (Must Fix)\n\n**1. Health probe endpoints do not exist.**\n\nBoth liveness (`/api/health/live`) and readiness (`/api/health/ready`) are configured in `web-deployment.yaml`, but there are zero files under `src/app/api/health/` in this repo. The web pod will start, the probes will immediately begin returning 404, kubelet will mark the pod `NotReady`, and after `failureThreshold` (default 3) consecutive liveness failures it will be killed and restarted in a loop. The Deployment will never stabilize — this is a guaranteed CrashLoopBackOff / permanent `Unready` on first deploy.\n\nYou must either:\n- Create `src/app/api/health/live/route.ts` and `src/app/api/health/ready/route.ts` before this Deployment ships, **or**\n- Temporarily point both probes at an existing authenticated-free endpoint (risky — if Clerk middleware intercepts it you still get 401s), **or**\n- Use `tcpSocket` probes on port 3000 as a stopgap.\n\nThe health routes should be exempted from Clerk auth middleware as well. Check `src/middleware.ts` — if it protects all `/api/*` routes, a 401 response is treated the same as a 404 by the probe and the pod will still fail.\n\n**2. No `protocol` on the Service port.**\n\n```yaml\nports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n`protocol` defaults to `TCP` when omitted — functionally correct here — but several admission controllers and linters (including `kube-score` and some versions of the nginx-ingress webhook) flag this as invalid and may reject the resource. Add `protocol: TCP` explicitly.\n\n---\n\n#### Important (Should Fix)\n\n**3. Worker Deployment has no liveness probe — silent hangs go undetected.**\n\nThe worker is a long-running pg-boss consumer. If the DB connection drops or pg-boss enters a broken state (which it can on connection timeout), `startWorker()` won't throw — it'll just sit silently, processing nothing. No probe means kubelet never restarts it. You could use a simple file-based liveness check: have the worker touch a file every N seconds in a keep-alive loop, and have the probe check `exec: cat /tmp/worker-alive` with a `failureThreshold` that gives enough slack for normal processing gaps. This is standard practice for queue consumers.\n\n**4. No `failureThreshold` / `successThreshold` tuning on probes.**\n\nKubernetes defaults: `failureThreshold: 3`, `successThreshold: 1`, `timeoutSeconds: 1`. For a Next.js app with a cold start under load, 1 second timeout is sus. A slow DB connection at startup (especially with the Prisma connection pool warming up) can make `/api/health/ready` take 2–3 seconds the first time. The liveness probe hitting at `initialDelay + 1×period = 15s` into startup and only having a 1-second timeout risks a spurious restart. Recommend at minimum:\n\n```yaml\nlivenessProbe:\n timeoutSeconds: 5\n failureThreshold: 3\nreadinessProbe:\n timeoutSeconds: 5\n failureThreshold: 3\n```\n\n**5. `image: ...latest` is a reliability and reproducibility risk.**\n\nBoth Deployments pin to `:latest`. This means:\n- `imagePullPolicy` defaults to `IfNotPresent` when the tag is not `latest`, but for `latest` it defaults to `Always` — so every pod restart triggers a registry pull.\n- If the registry is unavailable at restart time, the pod gets `ImagePullBackOff`.\n- There is no way to roll back to a known-good image without retagging.\n\nThis is appropriate for a base layer where overlays will substitute a specific digest or SHA-tagged image. If there are no overlays planned (the `deploy/kubernetes/` directory has no `overlays/` tree today), then `:latest` should be treated as a temporary placeholder with a comment making that contract explicit. If overlays are coming in a future task, that's fine — just flag it.\n\n**6. Missing `app.kubernetes.io/part-of` and `app.kubernetes.io/version` labels on Ingress.**\n\nMinor labeling gap: the Ingress `metadata.labels` only has `app.kubernetes.io/name`. The Deployments and Service include `app.kubernetes.io/component`. For consistency and to make `kubectl get all -l app.kubernetes.io/name=churn-renewal-forecast` actually return the Ingress alongside everything else, add `app.kubernetes.io/component: web` to the Ingress labels.\n\n---\n\n#### Minor (Nice to Have)\n\n**7. No `minReadySeconds` on the web Deployment.**\n\nWith `replicas: 1`, there is zero overlap during a rolling update — the old pod is terminated, the new pod starts, and users see downtime until the new pod passes its readiness probe. Setting `minReadySeconds: 10` doesn't fix the `replicas: 1` gap (that requires bumping to 2), but it does prevent a pod that passes probes and then immediately crashes from being considered \"available.\" Low-key worth adding.\n\n**8. No `terminationGracePeriodSeconds` override.**\n\nKubernetes default is 30 seconds. The worker's SIGTERM handler calls `closeBoss()` which drains in-flight jobs. If a job is mid-execution (e.g., a large Front sync), 30 seconds may not be enough. Consider setting `terminationGracePeriodSeconds: 60` on the worker to match the typical job timeout expectation.\n\n**9. `targetPort` should reference port by name, not number.**\n\nIn `service.yaml`:\n```yaml\ntargetPort: 3000\n```\nSince the web Deployment already names the container port `http`, using `targetPort: http` is more robust — if the port number ever changes, only the Deployment needs updating.\n\n**10. No `app.kubernetes.io/component` on the Ingress metadata labels.**\n\nAs noted above — minor consistency gap. All other resources set this label.\n\n---\n\n### Assessment\n\n**Ready to merge?** No\n\n**Reasoning:** Issue #1 is a guaranteed deploy failure. The health probe paths referenced in `web-deployment.yaml` (`/api/health/live`, `/api/health/ready`) do not exist anywhere in the application code, and Clerk middleware would likely intercept them anyway even if they did. This will produce a `CrashLoopBackOff` or permanently `NotReady` web pod the moment this lands in the cluster — it hits different, and not in a good way. The `protocol: TCP` omission (#2) is a smaller but real risk depending on which admission webhooks run in the target cluster.\n\nThe remaining issues are real improvements but not deploy-blockers. Fix the probe endpoints (and middleware exemption) first, then ship. The rest can follow as a polish PR."},{"type":"text","text":"agentId: a035167157e28040d (use SendMessage with to: 'a035167157e28040d' to continue this agent)\n<usage>total_tokens: 26323\ntool_uses: 17\nduration_ms: 80268</usage>"}]}]},"uuid":"a45745be-cc37-4f83-9763-babd0afc7c03","timestamp":"2026-05-19T02:46:32.704Z","toolUseResult":{"status":"completed","prompt":"You are a Senior Code Reviewer with expertise in Kubernetes and infrastructure-as-code. Review the service resources just committed.\n\n## What Was Implemented\n\nTask 4 of 6 for `churn-renewal-forecast` Kustomize deployment. Created: web Deployment (Next.js, `bun run start`, port 3000, liveness/readiness probes), worker Deployment (pg-boss queue consumer, `bunx tsx src/worker/index.ts`, no probes), ClusterIP Service (port 80→3000, selects web pods only), Nginx Ingress (churn-forecast.infrastructure.immuta.io, TLS, ingressClassName: nginx).\n\n## Requirements / Plan\n\n- web-deployment.yaml: replicas 1, image registry.ic-ops.net/churn-renewal-forecast:latest, command [\"bun\",\"run\",\"start\"], port 3000, envFrom configmap+secret, resources 256Mi/100m req, 512Mi/500m limits, liveness /api/health/live delay 15 period 20, readiness /api/health/ready delay 10 period 10\n- worker-deployment.yaml: same image, command [\"bunx\",\"tsx\",\"src/worker/index.ts\"], no ports, no probes, same resources, envFrom\n- service.yaml: ClusterIP, port 80→3000, selects component: web\n- ingress.yaml: ingressClassName nginx, TLS churn-forecast.infrastructure.immuta.io, backend port name http\n\n## Git Range to Review\n\n**Base:** bcb824fe0570ccb8840df1114c902bd619a83724\n**Head:** d99223125b583306d982d37167dc92fcb7351ee1\n\n```bash\ngit diff --stat bcb824fe0570ccb8840df1114c902bd619a83724..d99223125b583306d982d37167dc92fcb7351ee1\ngit diff bcb824fe0570ccb8840df1114c902bd619a83724..d99223125b583306d982d37167dc92fcb7351ee1\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Output Format\n\n### Strengths\n### Issues\n#### Critical (Must Fix)\n#### Important (Should Fix)\n#### Minor (Nice to Have)\n### Assessment\n**Ready to merge?** [Yes | No | With fixes]\n**Reasoning:**\n","agentId":"a035167157e28040d","agentType":"general-purpose","content":[{"type":"text","text":"I have everything I need. Here is the full review, Sir Charles of St Cheese.\n\n---\n\n### Strengths\n\n- **Label consistency is bussin'.** All five resources use `app.kubernetes.io/name` + `app.kubernetes.io/component` throughout — metadata, pod template, and Service selector all align perfectly. No label drift.\n- **Ingress TLS setup ate.** `ingressClassName: nginx`, distinct `tls` block, `secretName` that matches the ESO-managed secret naming convention, and the backend referencing the Service port by `name: http` (rather than a raw number) — all best-practice choices.\n- **Service correctly isolates web only.** The selector targeting `component: web` means the worker pods are never accidentally routed traffic. W.\n- **Resources are sane for a Next.js app.** 256Mi/100m requests and 512Mi/500m limits are reasonable starting values for a single-tenant internal tool. The 2:1 memory ratio gives headroom without over-committing.\n- **Worker graceful shutdown is handled in code.** `SIGTERM` and `SIGINT` handlers in `src/worker/index.ts` call `closeBoss()` — the Deployment just needs to deliver SIGTERM (which Kubernetes does by default), so no extra `lifecycle` hook is needed there. Low-key clean.\n- **Init job pattern for migrations** is properly separated from the Deployments — existing `init/job.yaml` already handles this and the new Deployments don't try to run migrations themselves. Clock that.\n\n---\n\n### Issues\n\n#### Critical (Must Fix)\n\n**1. Health probe endpoints do not exist.**\n\nBoth liveness (`/api/health/live`) and readiness (`/api/health/ready`) are configured in `web-deployment.yaml`, but there are zero files under `src/app/api/health/` in this repo. The web pod will start, the probes will immediately begin returning 404, kubelet will mark the pod `NotReady`, and after `failureThreshold` (default 3) consecutive liveness failures it will be killed and restarted in a loop. The Deployment will never stabilize — this is a guaranteed CrashLoopBackOff / permanent `Unready` on first deploy.\n\nYou must either:\n- Create `src/app/api/health/live/route.ts` and `src/app/api/health/ready/route.ts` before this Deployment ships, **or**\n- Temporarily point both probes at an existing authenticated-free endpoint (risky — if Clerk middleware intercepts it you still get 401s), **or**\n- Use `tcpSocket` probes on port 3000 as a stopgap.\n\nThe health routes should be exempted from Clerk auth middleware as well. Check `src/middleware.ts` — if it protects all `/api/*` routes, a 401 response is treated the same as a 404 by the probe and the pod will still fail.\n\n**2. No `protocol` on the Service port.**\n\n```yaml\nports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n`protocol` defaults to `TCP` when omitted — functionally correct here — but several admission controllers and linters (including `kube-score` and some versions of the nginx-ingress webhook) flag this as invalid and may reject the resource. Add `protocol: TCP` explicitly.\n\n---\n\n#### Important (Should Fix)\n\n**3. Worker Deployment has no liveness probe — silent hangs go undetected.**\n\nThe worker is a long-running pg-boss consumer. If the DB connection drops or pg-boss enters a broken state (which it can on connection timeout), `startWorker()` won't throw — it'll just sit silently, processing nothing. No probe means kubelet never restarts it. You could use a simple file-based liveness check: have the worker touch a file every N seconds in a keep-alive loop, and have the probe check `exec: cat /tmp/worker-alive` with a `failureThreshold` that gives enough slack for normal processing gaps. This is standard practice for queue consumers.\n\n**4. No `failureThreshold` / `successThreshold` tuning on probes.**\n\nKubernetes defaults: `failureThreshold: 3`, `successThreshold: 1`, `timeoutSeconds: 1`. For a Next.js app with a cold start under load, 1 second timeout is sus. A slow DB connection at startup (especially with the Prisma connection pool warming up) can make `/api/health/ready` take 2–3 seconds the first time. The liveness probe hitting at `initialDelay + 1×period = 15s` into startup and only having a 1-second timeout risks a spurious restart. Recommend at minimum:\n\n```yaml\nlivenessProbe:\n timeoutSeconds: 5\n failureThreshold: 3\nreadinessProbe:\n timeoutSeconds: 5\n failureThreshold: 3\n```\n\n**5. `image: ...latest` is a reliability and reproducibility risk.**\n\nBoth Deployments pin to `:latest`. This means:\n- `imagePullPolicy` defaults to `IfNotPresent` when the tag is not `latest`, but for `latest` it defaults to `Always` — so every pod restart triggers a registry pull.\n- If the registry is unavailable at restart time, the pod gets `ImagePullBackOff`.\n- There is no way to roll back to a known-good image without retagging.\n\nThis is appropriate for a base layer where overlays will substitute a specific digest or SHA-tagged image. If there are no overlays planned (the `deploy/kubernetes/` directory has no `overlays/` tree today), then `:latest` should be treated as a temporary placeholder with a comment making that contract explicit. If overlays are coming in a future task, that's fine — just flag it.\n\n**6. Missing `app.kubernetes.io/part-of` and `app.kubernetes.io/version` labels on Ingress.**\n\nMinor labeling gap: the Ingress `metadata.labels` only has `app.kubernetes.io/name`. The Deployments and Service include `app.kubernetes.io/component`. For consistency and to make `kubectl get all -l app.kubernetes.io/name=churn-renewal-forecast` actually return the Ingress alongside everything else, add `app.kubernetes.io/component: web` to the Ingress labels.\n\n---\n\n#### Minor (Nice to Have)\n\n**7. No `minReadySeconds` on the web Deployment.**\n\nWith `replicas: 1`, there is zero overlap during a rolling update — the old pod is terminated, the new pod starts, and users see downtime until the new pod passes its readiness probe. Setting `minReadySeconds: 10` doesn't fix the `replicas: 1` gap (that requires bumping to 2), but it does prevent a pod that passes probes and then immediately crashes from being considered \"available.\" Low-key worth adding.\n\n**8. No `terminationGracePeriodSeconds` override.**\n\nKubernetes default is 30 seconds. The worker's SIGTERM handler calls `closeBoss()` which drains in-flight jobs. If a job is mid-execution (e.g., a large Front sync), 30 seconds may not be enough. Consider setting `terminationGracePeriodSeconds: 60` on the worker to match the typical job timeout expectation.\n\n**9. `targetPort` should reference port by name, not number.**\n\nIn `service.yaml`:\n```yaml\ntargetPort: 3000\n```\nSince the web Deployment already names the container port `http`, using `targetPort: http` is more robust — if the port number ever changes, only the Deployment needs updating.\n\n**10. No `app.kubernetes.io/component` on the Ingress metadata labels.**\n\nAs noted above — minor consistency gap. All other resources set this label.\n\n---\n\n### Assessment\n\n**Ready to merge?** No\n\n**Reasoning:** Issue #1 is a guaranteed deploy failure. The health probe paths referenced in `web-deployment.yaml` (`/api/health/live`, `/api/health/ready`) do not exist anywhere in the application code, and Clerk middleware would likely intercept them anyway even if they did. This will produce a `CrashLoopBackOff` or permanently `NotReady` web pod the moment this lands in the cluster — it hits different, and not in a good way. The `protocol: TCP` omission (#2) is a smaller but real risk depending on which admission webhooks run in the target cluster.\n\nThe remaining issues are real improvements but not deploy-blockers. Fix the probe endpoints (and middleware exemption) first, then ship. 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{"parentUuid":"ba5a661e-9baa-46e4-a0dc-08518ae95377","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Rce5aAzm3NDQ6vPeuDL5jK","type":"message","role":"assistant","content":[{"type":"text","text":"The reviewer correctly identified that `/api/health/live` and `/api/health/ready` don't exist in the app yet — but that's an application code gap, not a YAML bug. The probe paths are correct per spec; the app routes need to be created separately. I'll dispatch fixes for the real YAML issues: `protocol: TCP` on the Service port, `timeoutSeconds: 5` on probes, and `app.kubernetes.io/component: web` on the Ingress."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2777,"cache_read_input_tokens":162225,"output_tokens":1438,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2777,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1438,"cache_read_input_tokens":162225,"cache_creation_input_tokens":2777,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2777},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAP8EGPbPkZMGNEYRst","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"5863aaa9-e1ab-41a1-9b06-328c0cf7e153","timestamp":"2026-05-19T02:46:47.394Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"5863aaa9-e1ab-41a1-9b06-328c0cf7e153","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01Rce5aAzm3NDQ6vPeuDL5jK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HzorMwMPLcVsuH2Ha8mdGC","name":"Agent","input":{"description":"Fix Task 4 YAML issues: protocol, probe timeouts, ingress labels","model":"haiku","prompt":"Fix three YAML issues in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/`. Make exactly these changes, nothing else:\n\n## Fix 1: Add `protocol: TCP` to service.yaml\n\nIn `service.yaml`, the ports entry is missing `protocol: TCP`. Change:\n\n```yaml\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\nTo:\n\n```yaml\n ports:\n - port: 80\n targetPort: 3000\n name: http\n protocol: TCP\n```\n\n## Fix 2: Add `timeoutSeconds: 5` to both probes in web-deployment.yaml\n\nIn `web-deployment.yaml`, add `timeoutSeconds: 5` to both the `livenessProbe` and `readinessProbe`:\n\n```yaml\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n timeoutSeconds: 5\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n timeoutSeconds: 5\n```\n\n## Fix 3: Add `app.kubernetes.io/component: web` label to ingress.yaml\n\nIn `ingress.yaml`, the `metadata.labels` section currently only has `app.kubernetes.io/name`. Add the component label:\n\n```yaml\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n```\n\n## After fixes\n\nRun:\n```bash\nkustomize build deploy/kubernetes/base/services\n```\nConfirm it still succeeds.\n\nThen commit:\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"fix: add protocol TCP, probe timeouts, ingress component label\"\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Report Format\n\n- **Status:** DONE | BLOCKED\n- Files changed\n- Validation result\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2777,"cache_read_input_tokens":162225,"output_tokens":1438,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2777,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1438,"cache_read_input_tokens":162225,"cache_creation_input_tokens":2777,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2777},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAP8EGPbPkZMGNEYRst","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"428c2c95-bd6e-4984-9cec-c6a887900aa8","timestamp":"2026-05-19T02:46:53.827Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"428c2c95-bd6e-4984-9cec-c6a887900aa8","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HzorMwMPLcVsuH2Ha8mdGC","type":"tool_result","content":[{"type":"text","text":"---\n\n## Status: DONE\n\n**Files changed:**\n- `deploy/kubernetes/base/services/service.yaml` — Added `protocol: TCP` to ports\n- `deploy/kubernetes/base/services/web-deployment.yaml` — Added `timeoutSeconds: 5` to livenessProbe and readinessProbe\n- `deploy/kubernetes/base/services/ingress.yaml` — Added `app.kubernetes.io/component: web` label\n\n**Validation result:**\n`kustomize build deploy/kubernetes/base/services` succeeded, confirming all YAML is valid and correctly formatted.\n\n**Commit:** `562b2d35` on main"},{"type":"text","text":"agentId: a969200f2a32338f3 (use SendMessage with to: 'a969200f2a32338f3' to continue this agent)\n<usage>total_tokens: 36121\ntool_uses: 11\nduration_ms: 161608</usage>"}]}]},"uuid":"6f04c8f9-4e67-430f-8f3c-5dec1dd6e7e7","timestamp":"2026-05-19T02:49:35.662Z","toolUseResult":{"status":"completed","prompt":"Fix three YAML issues in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/`. Make exactly these changes, nothing else:\n\n## Fix 1: Add `protocol: TCP` to service.yaml\n\nIn `service.yaml`, the ports entry is missing `protocol: TCP`. Change:\n\n```yaml\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\nTo:\n\n```yaml\n ports:\n - port: 80\n targetPort: 3000\n name: http\n protocol: TCP\n```\n\n## Fix 2: Add `timeoutSeconds: 5` to both probes in web-deployment.yaml\n\nIn `web-deployment.yaml`, add `timeoutSeconds: 5` to both the `livenessProbe` and `readinessProbe`:\n\n```yaml\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n timeoutSeconds: 5\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n timeoutSeconds: 5\n```\n\n## Fix 3: Add `app.kubernetes.io/component: web` label to ingress.yaml\n\nIn `ingress.yaml`, the `metadata.labels` section currently only has `app.kubernetes.io/name`. Add the component label:\n\n```yaml\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n```\n\n## After fixes\n\nRun:\n```bash\nkustomize build deploy/kubernetes/base/services\n```\nConfirm it still succeeds.\n\nThen commit:\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"fix: add protocol TCP, probe timeouts, ingress component label\"\n```\n\nWork from: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Report Format\n\n- **Status:** DONE | BLOCKED\n- Files changed\n- Validation result\n","agentId":"a969200f2a32338f3","agentType":"general-purpose","content":[{"type":"text","text":"---\n\n## Status: DONE\n\n**Files changed:**\n- `deploy/kubernetes/base/services/service.yaml` — Added `protocol: TCP` to ports\n- `deploy/kubernetes/base/services/web-deployment.yaml` — Added `timeoutSeconds: 5` to livenessProbe and readinessProbe\n- `deploy/kubernetes/base/services/ingress.yaml` — Added `app.kubernetes.io/component: web` label\n\n**Validation result:**\n`kustomize build deploy/kubernetes/base/services` succeeded, confirming all YAML is valid and correctly formatted.\n\n**Commit:** `562b2d35` on main"}],"totalDurationMs":161608,"totalTokens":36121,"totalToolUseCount":11,"usage":{"input_tokens":0,"cache_creation_input_tokens":210,"cache_read_input_tokens":35756,"output_tokens":155,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":210},"inference_geo":"","iterations":[{"input_tokens":0,"output_tokens":155,"cache_read_input_tokens":35756,"cache_creation_input_tokens":210,"cache_creation":{"ephemeral_5m_input_tokens":210,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":4,"searchCount":0,"bashCount":3,"editFileCount":4,"linesAdded":22,"linesRemoved":18,"otherToolCount":0}},"sourceToolAssistantUUID":"428c2c95-bd6e-4984-9cec-c6a887900aa8","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"type":"ai-title","aiTitle":"Create Kustomize deployment for churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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{"parentUuid":null,"logicalParentUuid":"6f04c8f9-4e67-430f-8f3c-5dec1dd6e7e7","isSidechain":false,"type":"system","subtype":"compact_boundary","content":"Conversation compacted","isMeta":false,"timestamp":"2026-05-19T02:51:08.925Z","uuid":"d5600e52-5889-4f7c-acc0-1e418160ba19","level":"info","compactMetadata":{"trigger":"auto","preTokens":167202,"preCompactDiscoveredTools":["TaskCreate","TaskUpdate","mcp__obsidian__create_vault_file","mcp__obsidian__get_server_info"],"postTokens":24035,"durationMs":93259},"userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
{"parentUuid":"d5600e52-5889-4f7c-acc0-1e418160ba19","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":"This session is being continued from a previous conversation that ran out of context. The summary below covers the earlier portion of the conversation.\n\nSummary:\n1. Primary Request and Intent:\n The user (Sir Charles of St Cheese) requested a complete Kustomize Kubernetes deployment for `churn-renewal-forecast` (Next.js + Prisma + pg-boss worker), modeled after a `saas-tenant-manager` structure. The full flow was: brainstorm → design doc → implementation plan → subagent-driven execution. Key specs:\n - App: `churn-renewal-forecast`, namespace: `churn-renewal-forecast`\n - Single container image `registry.ic-ops.net/churn-renewal-forecast:latest` with command overrides per workload\n - ExternalSecret from ClusterSecretStore `vault` at `/internal/churn-renewal-forecast`\n - ConfigMap for non-sensitive config, Cilium network policies, Nginx Ingress at `churn-forecast.infrastructure.immuta.io`\n - Cluster overlay for `eks-shared-infra-use1-2`\n - **Flux only** (no ArgoCD)\n - Design docs written to Obsidian (not committed to git) + auto-sync hook for `docs/superpowers/specs/*.md`\n\n2. Key Technical Concepts:\n - Kustomize v4.5.7 (base + overlay pattern, configMapGenerator, per-generator options)\n - external-secrets.io v1beta1 ExternalSecret + ClusterSecretStore\n - Cilium CiliumNetworkPolicy (toFQDNs, toEndpoints with k8s: identity prefix, toCIDR)\n - Flux GitOps (dependsOn for Job ordering, .app.yaml metadata)\n - Obsidian Local REST API (HTTPS port 27124, Bearer auth)\n - Claude Code hooks (PostToolUse/Write matcher, async curl to Obsidian)\n - pg-boss background job worker (queue consumer, SIGTERM/SIGINT graceful shutdown)\n - Next.js App Router (health probe routes needed: `/api/health/live`, `/api/health/ready`)\n\n3. Files and Code Sections:\n\n **`deploy/kubernetes/base/bootstrap/namespace.yaml`** — Created\n ```yaml\n apiVersion: v1\n kind: Namespace\n metadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n ```\n\n **`deploy/kubernetes/base/bootstrap/serviceaccount.yaml`** — Created\n ```yaml\n apiVersion: v1\n kind: ServiceAccount\n metadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n ```\n\n **`deploy/kubernetes/base/bootstrap/secret.yaml`** — Created (ExternalSecret with 6 vault keys: DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN; refreshInterval: 1h; creationPolicy: Owner)\n\n **`deploy/kubernetes/base/bootstrap/app-config.env`** — Created (no comment lines, empty strings for NEXT_PUBLIC_ placeholders):\n ```env\n APP_URL=https://churn-forecast.infrastructure.immuta.io\n NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=\n NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=\n SLACK_TEST_CHANNEL=\n PG_POOL_MAX=10\n PG_POOL_IDLE_TIMEOUT_MS=30000\n PG_POOL_CONNECTION_TIMEOUT_MS=2000\n NEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\n NEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\n NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\n NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n ```\n\n **`deploy/kubernetes/base/bootstrap/kustomization.yaml`** — Created (per-generator disableNameSuffixHash):\n ```yaml\n apiVersion: kustomize.config.k8s.io/v1beta1\n kind: Kustomization\n resources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n configMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n options:\n disableNameSuffixHash: true\n ```\n\n **`deploy/kubernetes/base/init/job.yaml`** — Created:\n ```yaml\n apiVersion: batch/v1\n kind: Job\n metadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n ```\n\n **`deploy/kubernetes/base/init/kustomization.yaml`** — Created (resources: [job.yaml])\n\n **`deploy/kubernetes/base/netpol/allow-dns.yaml`** — Created (CiliumNetworkPolicy, egress to kube-dns UDP 53 with dns rules, `k8s:io.kubernetes.pod.namespace` is valid Cilium identity syntax)\n\n **`deploy/kubernetes/base/netpol/allow-rds.yaml`** — Created (egress toCIDR 0.0.0.0/0 TCP 5432)\n\n **`deploy/kubernetes/base/netpol/allow-external.yaml`** — Created (toFQDNs: clerk.com, *.clerk.com, api.frontapp.com, api.productboard.com, slack.com, *.slack.com; TCP 443)\n\n **`deploy/kubernetes/base/netpol/kustomization.yaml`** — Created\n\n **`deploy/kubernetes/base/services/web-deployment.yaml`** — Created + fixed:\n - replicas: 1, image: registry.ic-ops.net/churn-renewal-forecast:latest\n - command: [\"bun\", \"run\", \"start\"]\n - port 3000, envFrom configmap+secret\n - resources: requests 256Mi/100m, limits 512Mi/500m\n - livenessProbe: /api/health/live, initialDelaySeconds: 15, periodSeconds: 20, timeoutSeconds: 5\n - readinessProbe: /api/health/ready, initialDelaySeconds: 10, periodSeconds: 10, timeoutSeconds: 5\n\n **`deploy/kubernetes/base/services/worker-deployment.yaml`** — Created (command: [\"bunx\",\"tsx\",\"src/worker/index.ts\"], no ports, no probes, same resources)\n\n **`deploy/kubernetes/base/services/service.yaml`** — Created + fixed:\n ```yaml\n ports:\n - port: 80\n targetPort: 3000\n name: http\n protocol: TCP\n ```\n\n **`deploy/kubernetes/base/services/ingress.yaml`** — Created + fixed (added `app.kubernetes.io/component: web` label, ingressClassName: nginx, TLS churn-renewal-forecast-tls)\n\n **`deploy/kubernetes/base/services/kustomization.yaml`** — Created\n\n **`docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md`** — Created locally (not in git)\n\n **`docs/superpowers/plans/2026-05-18-kustomize-deployment.md`** — Created locally (not in git)\n\n **`~/.claude/settings.json`** — Modified:\n - Added env vars: OBSIDIAN_API_KEY, OBSIDIAN_PORT, OBSIDIAN_VAULT\n - Added PostToolUse/Write hook to auto-sync `docs/superpowers/specs/*.md` to Obsidian via curl to HTTPS port 27124\n\n4. Errors and fixes:\n - **Bootstrap: PLACEHOLDER in app-config.env**: NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY and NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE had literal \"PLACEHOLDER\" values → Fixed to empty strings to avoid baking wrong values into Next.js client bundle\n - **Bootstrap: global generatorOptions**: `generatorOptions.disableNameSuffixHash: true` was file-scope → Fixed to per-generator `options.disableNameSuffixHash: true` inside the configMapGenerator entry\n - **Services: missing protocol**: service.yaml missing `protocol: TCP` on port entry → Fixed by adding `protocol: TCP`\n - **Services: probe timeout**: no timeoutSeconds on probes → Fixed to `timeoutSeconds: 5` on both liveness and readiness\n - **Services: ingress label**: Ingress missing `app.kubernetes.io/component: web` label → Fixed\n - **Code quality reviewer false positive on Cilium**: Reviewer flagged `k8s:io.kubernetes.pod.namespace` as invalid K8s label key — this is VALID Cilium identity label syntax (k8s: prefix). No fix needed; reviewer was wrong about Cilium's notation.\n - **Design doc in git attempt**: Tried to commit design doc → User said \"don't add design docs to git\" → Stopped committing docs\n - **ArgoCD annotations**: Initially included ArgoCD sync-wave references → User said \"we are not using argocd anymore -- only flux\" → Removed ArgoCD, kept only Flux\n\n5. Problem Solving:\n - Health probe endpoints `/api/health/live` and `/api/health/ready` don't exist in the application code — this is a known gap. The K8s YAML correctly specifies these paths per spec, but the Next.js route handlers need to be created separately. This is out of scope for the Kustomize deployment plan and should be addressed as a follow-up app task. The probes also need to be exempted from Clerk auth middleware.\n - SLACK_TEST_CHANNEL empty string in base ConfigMap — intentional (empty = no test channel in prod, single-overlay project).\n - Hardcoded namespaces in base resources — accepted as a known Kustomize antipattern for a single-overlay project.\n\n6. All user messages:\n - Initial request: Create Kustomize deployment for `churn-renewal-forecast` modeled after `saas-tenant-manager` with detailed specs (namespace, vault path, ingress host, components, requirements)\n - \"yes, same image but different command overrides\" (clarifying question about web/worker image)\n - \"use a placeholder, i will be using our private docker registry that is backed by harbor (registry.ic-ops.net)\" (clarifying question about registry)\n - \"the externalsecret secret store is a clustersecretstore named vault\" (clarifying question)\n - \"use a placeholder for now because i don't think it needs an IAM role?\" (clarifying question about IRSA)\n - \"this seems right yes\" (approved design)\n - \"[Request interrupted by user for tool use] do not add argocd annotations, we are not using argocd anymore -- only flux\"\n - \"[Request interrupted by user for tool use] don't add design docs to git\"\n - \"can we write the design docs to obsidian? and can we also set claude to automatically write the superpowers design docs to obsidian as well as the local project directory?\"\n - \"/hooks\" (ran twice — dismissed dialog to reload hook config)\n - \"lets move to the next task\" (proceed to writing-plans)\n - \"lets do subagent driven execution\"\n\n7. Pending Tasks:\n - **Task #9 (Services)**: Mark as completed (fixes were applied by subagent)\n - **Task #10 (Task 5: Base root kustomization)**: Create `deploy/kubernetes/base/kustomization.yaml` referencing bootstrap/, init/, netpol/, services/\n - **Task #11 (Task 6: Cluster overlay)**: Create all files in `deploy/kubernetes/deploy/eks-shared-infra-use1-2/` (kustomization.yaml, .app.yaml, ingress-patch.yaml, serviceaccount.yaml)\n - **Follow-up (out of scope for this plan)**: Create Next.js health endpoint routes `src/app/api/health/live/route.ts` and `src/app/api/health/ready/route.ts`, exempt them from Clerk middleware\n - **Consider**: Widening Obsidian auto-sync hook from `docs/superpowers/specs/` to `docs/superpowers/` to cover plans too\n\n8. Current Work:\n Executing the Kustomize deployment implementation plan via subagent-driven development. Task 4 (Services) was just completed with a fix subagent applying three YAML corrections (protocol: TCP, probe timeouts, ingress label). The fix commit is `562b2d35`. Task #9 should be marked completed and Task #10 (Base root kustomization) should begin next.\n\n The subagent-driven process is:\n - Dispatch implementer → spec review → code quality review → fix if needed → mark complete → next task\n\n9. Optional Next Step:\n Continue subagent-driven execution with Task 5 (Base root kustomization). The plan states:\n\n \"### Task 5: Base Root Kustomization — Create `deploy/kubernetes/base/kustomization.yaml`\"\n ```yaml\n apiVersion: kustomize.config.k8s.io/v1beta1\n kind: Kustomization\n resources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n ```\n Validate with `kustomize build deploy/kubernetes/base` (full combined output), then commit. Then proceed to Task 6 (cluster overlay).\n\nIf you need specific details from before compaction (like exact code snippets, error messages, or content you generated), read the full transcript at: /Users/steve.briggs/.claude/projects/-Users-steve-briggs-projects-churn-renewal-forecast/3adb6871-4276-49e4-98b5-9ce8360ffc2a.jsonl\nContinue the conversation from where it left off without asking the user any further questions. Resume directly — do not acknowledge the summary, do not recap what was happening, do not preface with \"I'll continue\" or similar. Pick up the last task as if the break never happened."},"isVisibleInTranscriptOnly":true,"isCompactSummary":true,"uuid":"2ba4c036-1fcc-41a4-8fdf-5deb9cc331c6","timestamp":"2026-05-19T02:51:08.926Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"b290bafd-fa02-4685-9a3a-82522842dd07","isSidechain":false,"attachment":{"type":"file","filename":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","content":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md","content":"# Kustomize Deployment Design\n\n**Date:** 2026-05-18 \n**Project:** churn-renewal-forecast \n**Status:** Approved\n\n## Overview\n\nAdd a Kustomize-based Kubernetes deployment under `deploy/kubernetes/`, modelled after the `saas-tenant-manager` pattern. The app has two runtime components (Next.js web server and pg-boss background worker) that share a single container image with different command overrides. A one-shot init Job handles Prisma migrations before pods come up.\n\n## Directory Structure\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret pulling from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Components\n\n### bootstrap/\n\n**namespace.yaml** — Creates the `churn-renewal-forecast` namespace with label `app.kubernetes.io/name: churn-renewal-forecast`.\n\n**serviceaccount.yaml** — ServiceAccount named `churn-renewal-forecast` in the namespace. No IRSA annotation needed at base level (app does not access AWS APIs directly).\n\n**secret.yaml** — `ExternalSecret` (external-secrets.io v1beta1) that pulls from `ClusterSecretStore` named `vault` at path `/internal/churn-renewal-forecast`. Maps the following keys to a Secret named `churn-renewal-forecast`:\n\n| Vault key | Secret env key |\n|---|---|\n| `DATABASE_URL` | `DATABASE_URL` |\n| `CLERK_SECRET_KEY` | `CLERK_SECRET_KEY` |\n| `FRONT_API_TOKEN` | `FRONT_API_TOKEN` |\n| `FRONT_API_TOKEN_2` | `FRONT_API_TOKEN_2` |\n| `PRODUCTBOARD_API_KEY` | `PRODUCTBOARD_API_KEY` |\n| `SLACK_BOT_TOKEN` | `SLACK_BOT_TOKEN` |\n\nRefresh interval: `1h`.\n\n**app-config.env** — ConfigMap (generated by Kustomize `configMapGenerator`) with non-sensitive config:\n\n| Key | Value |\n|---|---|\n| `APP_URL` | `https://churn-forecast.infrastructure.immuta.io` |\n| `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` | `PLACEHOLDER` |\n| `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` | `PLACEHOLDER` |\n| `SLACK_TEST_CHANNEL` | `\"\"` |\n| `PG_POOL_MAX` | `10` |\n| `PG_POOL_IDLE_TIMEOUT_MS` | `30000` |\n| `PG_POOL_CONNECTION_TIMEOUT_MS` | `2000` |\n| `NEXT_PUBLIC_CLERK_SIGN_IN_URL` | `/sign-in` |\n| `NEXT_PUBLIC_CLERK_SIGN_UP_URL` | `/sign-up` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL` | `/` |\n| `NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL` | `/` |\n\n### init/\n\n**job.yaml** — One-shot Kubernetes Job:\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command: `[\"bunx\", \"prisma\", \"migrate\", \"deploy\"]`\n- `restartPolicy: OnFailure`\n- `backoffLimit: 3`\n- `envFrom` the ConfigMap and Secret\n- Uses the `churn-renewal-forecast` ServiceAccount\n- `ttlSecondsAfterFinished: 300` to clean up completed jobs\n\n### netpol/\n\nThree `CiliumNetworkPolicy` resources, all selecting pods with `app.kubernetes.io/name: churn-renewal-forecast`:\n\n**allow-dns.yaml** — Egress to kube-dns on UDP port 53.\n\n**allow-rds.yaml** — Egress on TCP port 5432 (PostgreSQL/RDS).\n\n**allow-external.yaml** — Egress on TCP port 443 to:\n- `clerk.com`\n- `api.frontapp.com`\n- `api.productboard.com`\n- `slack.com`\n\nUsing `toFQDNs` matchers.\n\n### services/\n\n**web-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-web`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bun\", \"run\", \"start\"]` (`next start`)\n- Port: `3000`\n- `envFrom` ConfigMap + Secret\n- Resources: `requests: {memory: 256Mi, cpu: 100m}`, `limits: {memory: 512Mi, cpu: 500m}`\n- Liveness probe: HTTP GET `/api/health/live` port 3000, `initialDelaySeconds: 15`, `periodSeconds: 20`\n- Readiness probe: HTTP GET `/api/health/ready` port 3000, `initialDelaySeconds: 10`, `periodSeconds: 10`\n- ServiceAccount: `churn-renewal-forecast`\n\n**worker-deployment.yaml** — Deployment:\n- Name: `churn-renewal-forecast-worker`\n- Replicas: `1`\n- Image: `registry.ic-ops.net/churn-renewal-forecast:latest`\n- Command override: `[\"bunx\", \"tsx\", \"src/worker/index.ts\"]`\n- No HTTP port exposed\n- `envFrom` ConfigMap + Secret\n- Resources: same as web\n- No HTTP probes (queue consumer; process liveness is sufficient)\n- ServiceAccount: `churn-renewal-forecast`\n\n**service.yaml** — ClusterIP Service targeting `churn-renewal-forecast-web` pods on port 3000.\n\n**ingress.yaml** — Nginx Ingress:\n- Host: `churn-forecast.infrastructure.immuta.io`\n- Backend: the ClusterIP service on port 3000\n- TLS: references a secret `churn-renewal-forecast-tls` (managed externally / cert-manager)\n\n### Overlay: deploy/eks-shared-infra-use1-2/\n\n**kustomization.yaml** — References `../../base` and applies patches.\n\n**.app.yaml** — Flux app metadata file with app name, namespace, and target cluster.\n\n**ingress-patch.yaml** — Strategic merge patch adding the private visibility annotation to the base Ingress (e.g., `nginx.ingress.kubernetes.io/scheme: internal` or equivalent annotation used by the cluster).\n\n**serviceaccount.yaml** — Patch file. IRSA annotation is commented out since no AWS API access is needed. Can be uncommented if requirements change.\n\n## Labels\n\nAll resources use `app.kubernetes.io/name: churn-renewal-forecast` consistently. Deployments also add `app.kubernetes.io/component: web` or `app.kubernetes.io/component: worker`.\n\n## Image Strategy\n\nSingle image `registry.ic-ops.net/churn-renewal-forecast:latest` shared across web Deployment, worker Deployment, and init Job. The image tag should be pinned to a specific digest or semver tag in CI via a Kustomize image transform in the overlay.\n\n## Deployment Ordering\n\nKustomize itself does not enforce that the init Job completes before the web/worker Deployments start. Ordering is handled via Flux `Kustomization` resources with `dependsOn` — the init kustomization must complete (health check: Job succeeded) before the services kustomization is applied.\n\nThe overlay's `.app.yaml` captures the Flux app metadata for this pattern.\n\n## Open Items\n\n- `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `NEXT_PUBLIC_PRODUCTBOARD_WORKSPACE` values need to be filled in for the target environment.\n- TLS secret name (`churn-renewal-forecast-tls`) assumes cert-manager or equivalent; adjust if cluster uses a different mechanism.\n- Confirm whether `FRONT_RATE_LIMIT_RPM` should be in the ConfigMap (currently omitted since the spec didn't list it; add if needed).\n- If the app ever needs AWS API access (S3, Secrets Manager), uncomment the IRSA annotation in the overlay serviceaccount.yaml and supply the role ARN.\n\n","numLines":172,"startLine":1,"totalLines":172}},"displayPath":"docs/superpowers/specs/2026-05-18-kustomize-deployment-design.md"},"type":"attachment","uuid":"7139f4ec-df89-4264-a8fb-5e5f674465a3","timestamp":"2026-05-19T02:51:08.359Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"255456f9-7fd1-4247-a9b9-91e7d119b539","isSidechain":false,"attachment":{"type":"file","filename":"/Users/steve.briggs/projects/churn-renewal-forecast/src/worker/index.ts","content":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/src/worker/index.ts","content":"import { getBoss, closeBoss } from \"@/lib/jobs/boss\";\nimport { logger } from \"@/lib/logger\";\nimport { getApiTokenCount } from \"@/lib/front\";\nimport { handleSyncFrontAccounts } from \"./handlers/sync-front-accounts\";\nimport { handleSyncFrontContacts } from \"./handlers/sync-front-contacts\";\nimport { handleSyncFrontAccountContacts } from \"./handlers/sync-front-account-contacts\";\nimport { handleSyncFrontConversations } from \"./handlers/sync-front-conversations\";\nimport { handleSyncFrontAccountConversations } from \"./handlers/sync-front-account-conversations\";\nimport { handleSyncProductboardCompanies } from \"./handlers/sync-productboard-companies\";\nimport { handleSyncProductboardNotes } from \"./handlers/sync-productboard-notes\";\nimport { handleSyncProductboardFeatures } from \"./handlers/sync-productboard-features\";\nimport { handleSyncFrontCustomerConversations } from \"./handlers/sync-front-customer-conversations\";\nimport { handleSyncProductboardCustomerNotes } from \"./handlers/sync-productboard-customer-notes\";\nimport { handleImportConsumption } from \"./handlers/import-consumption\";\nimport { handleDetectUsageDrops } from \"./handlers/detect-usage-drops\";\nimport { cleanupStaleJobs } from \"@/lib/jobs/cleanup\";\n\nasync function startWorker() {\n try {\n logger.log(\"Starting pg-boss worker...\");\n const boss = await getBoss();\n\n // Clean up any stale jobs from previous runs\n logger.log(\"Cleaning up stale jobs...\");\n await cleanupStaleJobs();\n\n // Create queues before registering workers\n const queues = [\n \"sync-front-accounts\",\n \"sync-front-contacts\",\n \"sync-front-account-contacts\",\n \"sync-front-conversations\",\n \"sync-front-account-conversations\",\n \"sync-front-customer-conversations\",\n \"sync-productboard-companies\",\n \"sync-productboard-notes\",\n \"sync-productboard-customer-notes\",\n \"sync-productboard-features\",\n \"import-consumption\",\n \"detect-usage-drops\",\n ];\n\n logger.log(\"Creating job queues...\");\n for (const queue of queues) {\n await boss.createQueue(queue);\n }\n\n // Register job handlers\n await boss.work(\"sync-front-accounts\", handleSyncFrontAccounts);\n await boss.work(\"sync-front-contacts\", handleSyncFrontContacts);\n await boss.work(\"sync-front-conversations\", handleSyncFrontConversations);\n\n // Register sub-job handlers with concurrency options\n const frontConcurrency = 3 * Math.max(1, getApiTokenCount());\n logger.log(`[Worker] Front sub-job concurrency: ${frontConcurrency} (${Math.max(1, getApiTokenCount())} API key(s))`);\n\n await boss.work(\n \"sync-front-account-contacts\",\n {\n localConcurrency: frontConcurrency,\n },\n handleSyncFrontAccountContacts\n );\n\n await boss.work(\n \"sync-front-account-conversations\",\n {\n localConcurrency: frontConcurrency,\n },\n handleSyncFrontAccountConversations\n );\n\n await boss.work(\"sync-productboard-companies\", handleSyncProductboardCompanies);\n await boss.work(\"sync-productboard-notes\", handleSyncProductboardNotes);\n await boss.work(\"sync-productboard-features\", handleSyncProductboardFeatures);\n await boss.work(\"sync-front-customer-conversations\", handleSyncFrontCustomerConversations);\n await boss.work(\"sync-productboard-customer-notes\", handleSyncProductboardCustomerNotes);\n await boss.work(\"import-consumption\", handleImportConsumption);\n await boss.work(\"detect-usage-drops\", handleDetectUsageDrops);\n\n logger.log(\"✓ Worker started successfully, listening for jobs...\");\n\n // Handle graceful shutdown\n process.on(\"SIGINT\", async () => {\n logger.log(\"\\nShutting down worker...\");\n await closeBoss();\n process.exit(0);\n });\n\n process.on(\"SIGTERM\", async () => {\n logger.log(\"\\nShutting down worker...\");\n await closeBoss();\n process.exit(0);\n });\n } catch (error) {\n console.error(\"Failed to start worker:\", error);\n process.exit(1);\n }\n}\n\nstartWorker();\n","numLines":102,"startLine":1,"totalLines":102}},"displayPath":"src/worker/index.ts"},"type":"attachment","uuid":"f3c8260e-1ed7-4ee3-a828-a4184f6c84cd","timestamp":"2026-05-19T02:51:08.062Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"0de413d2-1b9d-4df8-a4e4-e10d3d5b2e56","isSidechain":false,"attachment":{"type":"invoked_skills","skills":[{"name":"superpowers:subagent-driven-development","path":"plugin:superpowers:subagent-driven-development","content":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/subagent-driven-development\n\n# Subagent-Driven Development\n\nExecute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review.\n\n**Why subagents:** You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.\n\n**Core principle:** Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration\n\n**Continuous execution:** Do not pause to check in with your human partner between tasks. Execute all tasks from the plan without stopping. The only reasons to stop are: BLOCKED status you cannot resolve, ambiguity that genuinely prevents progress, or all tasks complete. \"Should I continue?\" prompts and progress summaries waste their time — they asked you to execute the plan, so execute it.\n\n## When to Use\n\n```dot\ndigraph when_to_use {\n \"Have implementation plan?\" [shape=diamond];\n \"Tasks mostly independent?\" [shape=diamond];\n \"Stay in this session?\" [shape=diamond];\n \"subagent-driven-development\" [shape=box];\n \"executing-plans\" [shape=box];\n \"Manual execution or brainstorm first\" [shape=box];\n\n \"Have implementation plan?\" -> \"Tasks mostly independent?\" [label=\"yes\"];\n \"Have implementation plan?\" -> \"Manual execution or brainstorm first\" [label=\"no\"];\n \"Tasks mostly independent?\" -> \"Stay in this session?\" [label=\"yes\"];\n \"Tasks mostly independent?\" -> \"Manual execution or brainstorm first\" [label=\"no - tightly coupled\"];\n \"Stay in this session?\" -> \"subagent-driven-development\" [label=\"yes\"];\n \"Stay in this session?\" -> \"executing-plans\" [label=\"no - parallel session\"];\n}\n```\n\n**vs. Executing Plans (parallel session):**\n- Same session (no context switch)\n- Fresh subagent per task (no context pollution)\n- Two-stage review after each task: spec compliance first, then code quality\n- Faster iteration (no human-in-loop between tasks)\n\n## The Process\n\n```dot\ndigraph process {\n rankdir=TB;\n\n subgraph cluster_per_task {\n label=\"Per Task\";\n \"Dispatch implementer subagent (./implementer-prompt.md)\" [shape=box];\n \"Implementer subagent asks questions?\" [shape=diamond];\n \"Answer questions, provide context\" [shape=box];\n \"Implementer subagent implements, tests, commits, self-reviews\" [shape=box];\n \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" [shape=box];\n \"Spec reviewer subagent confirms code matches spec?\" [shape=diamond];\n \"Implementer subagent fixes spec gaps\" [shape=box];\n \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [shape=box];\n \"Code quality reviewer subagent approves?\" [shape=diamond];\n \"Implementer subagent fixes quality issues\" [shape=box];\n \"Mark task complete in TodoWrite\" [shape=box];\n }\n\n \"Read plan, extract all tasks with full text, note context, create TodoWrite\" [shape=box];\n \"More tasks remain?\" [shape=diamond];\n \"Dispatch final code reviewer subagent for entire implementation\" [shape=box];\n \"Use superpowers:finishing-a-development-branch\" [shape=box style=filled fillcolor=lightgreen];\n\n \"Read plan, extract all tasks with full text, note context, create TodoWrite\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\";\n \"Dispatch implementer subagent (./implementer-prompt.md)\" -> \"Implementer subagent asks questions?\";\n \"Implementer subagent asks questions?\" -> \"Answer questions, provide context\" [label=\"yes\"];\n \"Answer questions, provide context\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\";\n \"Implementer subagent asks questions?\" -> \"Implementer subagent implements, tests, commits, self-reviews\" [label=\"no\"];\n \"Implementer subagent implements, tests, commits, self-reviews\" -> \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\";\n \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" -> \"Spec reviewer subagent confirms code matches spec?\";\n \"Spec reviewer subagent confirms code matches spec?\" -> \"Implementer subagent fixes spec gaps\" [label=\"no\"];\n \"Implementer subagent fixes spec gaps\" -> \"Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)\" [label=\"re-review\"];\n \"Spec reviewer subagent confirms code matches spec?\" -> \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [label=\"yes\"];\n \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" -> \"Code quality reviewer subagent approves?\";\n \"Code quality reviewer subagent approves?\" -> \"Implementer subagent fixes quality issues\" [label=\"no\"];\n \"Implementer subagent fixes quality issues\" -> \"Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)\" [label=\"re-review\"];\n \"Code quality reviewer subagent approves?\" -> \"Mark task complete in TodoWrite\" [label=\"yes\"];\n \"Mark task complete in TodoWrite\" -> \"More tasks remain?\";\n \"More tasks remain?\" -> \"Dispatch implementer subagent (./implementer-prompt.md)\" [label=\"yes\"];\n \"More tasks remain?\" -> \"Dispatch final code reviewer subagent for entire implementation\" [label=\"no\"];\n \"Dispatch final code reviewer subagent for entire implementation\" -> \"Use superpowers:finishing-a-development-branch\";\n}\n```\n\n## Model Selection\n\nUse the least powerful model that can handle each role to conserve cost and increase speed.\n\n**Mechanical implementation tasks** (isolated functions, clear specs, 1-2 files): use a fast, cheap model. Most implementation tasks are mechanical when the plan is well-specified.\n\n**Integration and judgment tasks** (multi-file coordination, pattern matching, debugging): use a standard model.\n\n**Architecture, design, and review tasks**: use the most capable available model.\n\n**Task complexity signals:**\n- Touches 1-2 files with a complete spec → cheap model\n- Touches multiple files with integration concerns → standard model\n- Requires design judgment or broad codebase understanding → most capable model\n\n## Handling Implementer Status\n\nImplementer subagents report one of four statuses. Handle each appropriately:\n\n**DONE:** Proceed to spec compliance review.\n\n**DONE_WITH_CONCERNS:** The implementer completed the work but flagged doubts. Read the concerns before proceeding. If the concerns are about correctness or scope, address them before review. If they're observations (e.g., \"this file is getting large\"), note them and proceed to review.\n\n**NEEDS_CONTEXT:** The implementer needs information that wasn't provided. Provide the missing context and re-dispatch.\n\n**BLOCKED:** The implementer cannot complete the task. Assess the blocker:\n1. If it's a context problem, provide more context and re-dispatch with the same model\n2. If the task requires more reasoning, re-dispatch with a more capable model\n3. If the task is too large, break it into smaller pieces\n4. If the plan itself is wrong, escalate to the human\n\n**Never** ignore an escalation or force the same model to retry without changes. If the implementer said it's stuck, something needs to change.\n\n## Prompt Templates\n\n- `./implementer-prompt.md` - Dispatch implementer subagent\n- `./spec-reviewer-prompt.md` - Dispatch spec compliance reviewer subagent\n- `./code-quality-reviewer-prompt.md` - Dispatch code quality reviewer subagent\n\n## Example Workflow\n\n```\nYou: I'm using Subagent-Driven Development to execute this plan.\n\n[Read plan file once: docs/superpowers/plans/feature-plan.md]\n[Extract all 5 tasks with full text and context]\n[Create TodoWrite with all tasks]\n\nTask 1: Hook installation script\n\n[Get Task 1 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: \"Before I begin - should the hook be installed at user or system level?\"\n\nYou: \"User level (~/.config/superpowers/hooks/)\"\n\nImplementer: \"Got it. Implementing now...\"\n[Later] Implementer:\n - Implemented install-hook command\n - Added tests, 5/5 passing\n - Self-review: Found I missed --force flag, added it\n - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ✅ Spec compliant - all requirements met, nothing extra\n\n[Get git SHAs, dispatch code quality reviewer]\nCode reviewer: Strengths: Good test coverage, clean. Issues: None. Approved.\n\n[Mark Task 1 complete]\n\nTask 2: Recovery modes\n\n[Get Task 2 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: [No questions, proceeds]\nImplementer:\n - Added verify/repair modes\n - 8/8 tests passing\n - Self-review: All good\n - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ❌ Issues:\n - Missing: Progress reporting (spec says \"report every 100 items\")\n - Extra: Added --json flag (not requested)\n\n[Implementer fixes issues]\nImplementer: Removed --json flag, added progress reporting\n\n[Spec reviewer reviews again]\nSpec reviewer: ✅ Spec compliant now\n\n[Dispatch code quality reviewer]\nCode reviewer: Strengths: Solid. Issues (Important): Magic number (100)\n\n[Implementer fixes]\nImplementer: Extracted PROGRESS_INTERVAL constant\n\n[Code reviewer reviews again]\nCode reviewer: ✅ Approved\n\n[Mark Task 2 complete]\n\n...\n\n[After all tasks]\n[Dispatch final code-reviewer]\nFinal reviewer: All requirements met, ready to merge\n\nDone!\n```\n\n## Advantages\n\n**vs. Manual execution:**\n- Subagents follow TDD naturally\n- Fresh context per task (no confusion)\n- Parallel-safe (subagents don't interfere)\n- Subagent can ask questions (before AND during work)\n\n**vs. Executing Plans:**\n- Same session (no handoff)\n- Continuous progress (no waiting)\n- Review checkpoints automatic\n\n**Efficiency gains:**\n- No file reading overhead (controller provides full text)\n- Controller curates exactly what context is needed\n- Subagent gets complete information upfront\n- Questions surfaced before work begins (not after)\n\n**Quality gates:**\n- Self-review catches issues before handoff\n- Two-stage review: spec compliance, then code quality\n- Review loops ensure fixes actually work\n- Spec compliance prevents over/under-building\n- Code quality ensures implementation is well-built\n\n**Cost:**\n- More subagent invocations (implementer + 2 reviewers per task)\n- Controller does more prep work (extracting all tasks upfront)\n- Review loops add iterations\n- But catches issues early (cheaper than debugging later)\n\n## Red Flags\n\n**Never:**\n- Start implementation on main/master branch without explicit user consent\n- Skip reviews (spec compliance OR code quality)\n- Proceed with unfixed issues\n- Dispatch multiple implementation subagents in parallel (conflicts)\n- Make subagent read plan file (provide full text instead)\n- Skip scene-setting context (subagent needs to understand where task fits)\n- Ignore subagent questions (answer before letting them proceed)\n- Accept \"close enough\" on spec compliance (spec reviewer found issues = not done)\n- Skip review loops (reviewer found issues = implementer fixes = review again)\n- Let implementer self-review replace actual review (both are needed)\n- **Start code quality review before spec compliance is ✅** (wrong order)\n- Move to next task while either review has open issues\n\n**If subagent asks questions:**\n- Answer clearly and completely\n- Provide additional context if needed\n- Don't rush them into implementation\n\n**If reviewer finds issues:**\n- Implementer (same subagent) fixes them\n- Reviewer reviews again\n- Repeat until approved\n- Don't skip the re-review\n\n**If subagent fails task:**\n- Dispatch fix subagent with specific instructions\n- Don't try to fix manually (context pollution)\n\n## Integration\n\n**Required workflow skills:**\n- **superpowers:using-git-worktrees** - Ensures isolated workspace (creates one or verifies existing)\n- **superpowers:writing-plans** - Creates the plan this skill executes\n- **superpowers:requesting-code-review** - Code review template for reviewer subagents\n- **superpowers:finishing-a-development-branch** - Complete development after all tasks\n\n**Subagents should use:**\n- **superpowers:test-driven-development** - Subagents follow TDD for each task\n\n**Alternative workflow:**\n- **superpowers:executing-plans** - Use for parallel session instead of same-session execution\n"},{"name":"superpowers:writing-plans","path":"plugin:superpowers:writing-plans","content":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/writing-plans\n\n# Writing Plans\n\n## Overview\n\nWrite comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD. Frequent commits.\n\nAssume they are a skilled developer, but know almost nothing about our toolset or problem domain. Assume they don't know good test design very well.\n\n**Announce at start:** \"I'm using the writing-plans skill to create the implementation plan.\"\n\n**Context:** If working in an isolated worktree, it should have been created via the `superpowers:using-git-worktrees` skill at execution time.\n\n**Save plans to:** `docs/superpowers/plans/YYYY-MM-DD-<feature-name>.md`\n- (User preferences for plan location override this default)\n\n## Scope Check\n\nIf the spec covers multiple independent subsystems, it should have been broken into sub-project specs during brainstorming. If it wasn't, suggest breaking this into separate plans — one per subsystem. Each plan should produce working, testable software on its own.\n\n## File Structure\n\nBefore defining tasks, map out which files will be created or modified and what each one is responsible for. This is where decomposition decisions get locked in.\n\n- Design units with clear boundaries and well-defined interfaces. Each file should have one clear responsibility.\n- You reason best about code you can hold in context at once, and your edits are more reliable when files are focused. Prefer smaller, focused files over large ones that do too much.\n- Files that change together should live together. Split by responsibility, not by technical layer.\n- In existing codebases, follow established patterns. If the codebase uses large files, don't unilaterally restructure - but if a file you're modifying has grown unwieldy, including a split in the plan is reasonable.\n\nThis structure informs the task decomposition. Each task should produce self-contained changes that make sense independently.\n\n## Bite-Sized Task Granularity\n\n**Each step is one action (2-5 minutes):**\n- \"Write the failing test\" - step\n- \"Run it to make sure it fails\" - step\n- \"Implement the minimal code to make the test pass\" - step\n- \"Run the tests and make sure they pass\" - step\n- \"Commit\" - step\n\n## Plan Document Header\n\n**Every plan MUST start with this header:**\n\n```markdown\n# [Feature Name] Implementation Plan\n\n> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n\n**Goal:** [One sentence describing what this builds]\n\n**Architecture:** [2-3 sentences about approach]\n\n**Tech Stack:** [Key technologies/libraries]\n\n---\n```\n\n## Task Structure\n\n````markdown\n### Task N: [Component Name]\n\n**Files:**\n- Create: `exact/path/to/file.py`\n- Modify: `exact/path/to/existing.py:123-145`\n- Test: `tests/exact/path/to/test.py`\n\n- [ ] **Step 1: Write the failing test**\n\n```python\ndef test_specific_behavior():\n result = function(input)\n assert result == expected\n```\n\n- [ ] **Step 2: Run test to verify it fails**\n\nRun: `pytest tests/path/test.py::test_name -v`\nExpected: FAIL with \"function not defined\"\n\n- [ ] **Step 3: Write minimal implementation**\n\n```python\ndef function(input):\n return expected\n```\n\n- [ ] **Step 4: Run test to verify it passes**\n\nRun: `pytest tests/path/test.py::test_name -v`\nExpected: PASS\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add tests/path/test.py src/path/file.py\ngit commit -m \"feat: add specific feature\"\n```\n````\n\n## No Placeholders\n\nEvery step must contain the actual content an engineer needs. These are **plan failures** — never write them:\n- \"TBD\", \"TODO\", \"implement later\", \"fill in details\"\n- \"Add appropriate error handling\" / \"add validation\" / \"handle edge cases\"\n- \"Write tests for the above\" (without actual test code)\n- \"Similar to Task N\" (repeat the code — the engineer may be reading tasks out of order)\n- Steps that describe what to do without showing how (code blocks required for code steps)\n- References to types, functions, or methods not defined in any task\n\n## Remember\n- Exact file paths always\n- Complete code in every step — if a step changes code, show the code\n- Exact commands with expected output\n- DRY, YAGNI, TDD, frequent commits\n\n## Self-Review\n\nAfter writing the complete plan, look at the spec with fresh eyes and check the plan against it. This is a checklist you run yourself — not a subagent dispatch.\n\n**1. Spec coverage:** Skim each section/requirement in the spec. Can you point to a task that implements it? List any gaps.\n\n**2. Placeholder scan:** Search your plan for red flags — any of the patterns from the \"No Placeholders\" section above. Fix them.\n\n**3. Type consistency:** Do the types, method signatures, and property names you used in later tasks match what you defined in earlier tasks? A function called `clearLayers()` in Task 3 but `clearFullLayers()` in Task 7 is a bug.\n\nIf you find issues, fix them inline. No need to re-review — just fix and move on. If you find a spec requirement with no task, add the task.\n\n## Execution Handoff\n\nAfter saving the plan, offer execution choice:\n\n**\"Plan complete and saved to `docs/superpowers/plans/<filename>.md`. Two execution options:**\n\n**1. Subagent-Driven (recommended)** - I dispatch a fresh subagent per task, review between tasks, fast iteration\n\n**2. Inline Execution** - Execute tasks in this session using executing-plans, batch execution with checkpoints\n\n**Which approach?\"**\n\n**If Subagent-Driven chosen:**\n- **REQUIRED SUB-SKILL:** Use superpowers:subagent-driven-development\n- Fresh subagent per task + two-stage review\n\n**If Inline Execution chosen:**\n- **REQUIRED SUB-SKILL:** Use superpowers:executing-plans\n- Batch execution with checkpoints for review\n"},{"name":"update-config","path":"bundled:update-config","content":"# Update Config Skill\n\nModify Claude Code configuration by updating settings.json files.\n\n## When Hooks Are Required (Not Memory)\n\nIf the user wants something to happen automatically in response to an EVENT, they need a **hook** configured in settings.json. Memory/preferences cannot trigger automated actions.\n\n**These require hooks:**\n- \"Before compacting, ask me what to preserve\" → PreCompact hook\n- \"After writing files, run prettier\" → PostToolUse hook with Write|Edit matcher\n- \"When I run bash commands, log them\" → PreToolUse hook with Bash matcher\n- \"Always run tests after code changes\" → PostToolUse hook\n\n**Hook events:** PreToolUse, PostToolUse, PreCompact, PostCompact, Stop, Notification, SessionStart\n\n## CRITICAL: Read Before Write\n\n**Always read the existing settings file before making changes.** Merge new settings with existing ones - never replace the entire file.\n\n## CRITICAL: Use AskUserQuestion for Ambiguity\n\nWhen the user's request is ambiguous, use AskUserQuestion to clarify:\n- Which settings file to modify (user/project/local)\n- Whether to add to existing arrays or replace them\n- Specific values when multiple options exist\n\n## Decision: /config command vs Direct Edit\n\n**Suggest the `/config` slash command** for these simple settings:\n- `theme`, `editorMode`, `verbose`, `model`\n- `language`, `alwaysThinkingEnabled`\n- `permissions.defaultMode`\n\n**Edit settings.json directly** for:\n- Hooks (PreToolUse, PostToolUse, etc.)\n- Complex permission rules (allow/deny arrays)\n- Environment variables\n- MCP server configuration\n- Plugin configuration\n\n## Workflow\n\n1. **Clarify intent** - Ask if the request is ambiguous\n2. **Read existing file** - Use Read tool on the target settings file\n3. **Merge carefully** - Preserve existing settings, especially arrays\n4. **Edit file** - Use Edit tool (if file doesn't exist, ask user to create it first)\n5. **Confirm** - Tell user what was changed\n\n## Merging Arrays (Important!)\n\nWhen adding to permission arrays or hook arrays, **merge with existing**, don't replace:\n\n**WRONG** (replaces existing permissions):\n```json\n{ \"permissions\": { \"allow\": [\"Bash(npm *)\"] } }\n```\n\n**RIGHT** (preserves existing + adds new):\n```json\n{\n \"permissions\": {\n \"allow\": [\n \"Bash(git *)\", // existing\n \"Edit(.claude)\", // existing\n \"Bash(npm *)\" // new\n ]\n }\n}\n```\n\n## Settings File Locations\n\nChoose the appropriate file based on scope:\n\n| File | Scope | Git | Use For |\n|------|-------|-----|---------|\n| `~/.claude/settings.json` | Global | N/A | Personal preferences for all projects |\n| `.claude/settings.json` | Project | Commit | Team-wide hooks, permissions, plugins |\n| `.claude/settings.local.json` | Project | Gitignore | Personal overrides for this project |\n\nSettings load in order: user → project → local (later overrides earlier).\n\n## Settings Schema Reference\n\n### Permissions\n```json\n{\n \"permissions\": {\n \"allow\": [\"Bash(npm *)\", \"Edit(.claude)\", \"Read\"],\n \"deny\": [\"Bash(rm -rf *)\"],\n \"ask\": [\"Write(/etc/*)\"],\n \"defaultMode\": \"default\" | \"plan\" | \"acceptEdits\" | \"dontAsk\",\n \"additionalDirectories\": [\"/extra/dir\"]\n }\n}\n```\n\n**Permission Rule Syntax:**\n- Exact match: `\"Bash(npm run test)\"`\n- Prefix wildcard: `\"Bash(git *)\"` - matches `git`, `git status`, `git commit`, etc.\n- Tool only: `\"Read\"` - allows all Read operations\n\n### Environment Variables\n```json\n{\n \"env\": {\n \"DEBUG\": \"true\",\n \"MY_API_KEY\": \"value\"\n }\n}\n```\n\n### Model & Agent\n```json\n{\n \"model\": \"sonnet\", // or \"opus\", \"haiku\", full model ID\n \"agent\": \"agent-name\",\n \"alwaysThinkingEnabled\": true\n}\n```\n\n### Attribution (Commits & PRs)\n```json\n{\n \"attribution\": {\n \"commit\": \"Custom commit trailer text\",\n \"pr\": \"Custom PR description text\"\n }\n}\n```\nSet `commit` or `pr` to empty string `\"\"` to hide that attribution.\n\n### MCP Server Management\n```json\n{\n \"enableAllProjectMcpServers\": true,\n \"enabledMcpjsonServers\": [\"server1\", \"server2\"],\n \"disabledMcpjsonServers\": [\"blocked-server\"]\n}\n```\n\n### Plugins\n```json\n{\n \"enabledPlugins\": {\n \"formatter@anthropic-tools\": true\n }\n}\n```\nPlugin syntax: `plugin-name@source` where source is `claude-code-marketplace`, `claude-plugins-official`, or `builtin`.\n\n### Other Settings\n- `language`: Preferred response language (e.g., \"japanese\")\n- `cleanupPeriodDays`: Days to keep transcripts before automatic cleanup (default: 30; minimum 1)\n- `respectGitignore`: Whether to respect .gitignore (default: true)\n- `spinnerTipsEnabled`: Show tips in spinner\n- `spinnerVerbs`: Customize spinner verbs (`{ \"mode\": \"append\" | \"replace\", \"verbs\": [...] }`)\n- `spinnerTipsOverride`: Override spinner tips (`{ \"excludeDefault\": true, \"tips\": [\"Custom tip\"] }`)\n- `syntaxHighlightingDisabled`: Disable diff highlighting\n\n\n## Hooks Configuration\n\nHooks run commands at specific points in Claude Code's lifecycle.\n\n### Hook Structure\n```json\n{\n \"hooks\": {\n \"EVENT_NAME\": [\n {\n \"matcher\": \"ToolName|OtherTool\",\n \"hooks\": [\n {\n \"type\": \"command\",\n \"command\": \"your-command-here\",\n \"timeout\": 60,\n \"statusMessage\": \"Running...\"\n }\n ]\n }\n ]\n }\n}\n```\n\n### Hook Events\n\n| Event | Matcher | Purpose |\n|-------|---------|---------|\n| PermissionRequest | Tool name | Run before permission prompt |\n| PreToolUse | Tool name | Run before tool, can block |\n| PostToolUse | Tool name | Run after successful tool |\n| PostToolUseFailure | Tool name | Run after tool fails |\n| Notification | Notification type | Run on notifications |\n| Stop | - | Run when Claude stops (including clear, resume, compact) |\n| PreCompact | \"manual\"/\"auto\" | Before compaction |\n| PostCompact | \"manual\"/\"auto\" | After compaction (receives summary) |\n| UserPromptSubmit | - | When user submits |\n| SessionStart | - | When session starts |\n\n**Common tool matchers:** `Bash`, `Write`, `Edit`, `Read`, `Glob`, `Grep`\n\n### Hook Types\n\n**1. Command Hook** - Runs a shell command:\n```json\n{ \"type\": \"command\", \"command\": \"prettier --write $FILE\", \"timeout\": 30 }\n```\n\n**2. Prompt Hook** - Evaluates a condition with LLM:\n```json\n{ \"type\": \"prompt\", \"prompt\": \"Is this safe? $ARGUMENTS\" }\n```\nOnly available for tool events: PreToolUse, PostToolUse, PermissionRequest.\n\n**3. Agent Hook** - Runs an agent with tools:\n```json\n{ \"type\": \"agent\", \"prompt\": \"Verify tests pass: $ARGUMENTS\" }\n```\nOnly available for tool events: PreToolUse, PostToolUse, PermissionRequest.\n\n### Hook Input (stdin JSON)\n```json\n{\n \"session_id\": \"abc123\",\n \"tool_name\": \"Write\",\n \"tool_input\": { \"file_path\": \"/path/to/file.txt\", \"content\": \"...\" },\n \"tool_response\": { \"success\": true } // PostToolUse only\n}\n```\n\n### Hook JSON Output\n\nHooks can return JSON to control behavior:\n\n```json\n{\n \"systemMessage\": \"Warning shown to user in UI\",\n \"continue\": false,\n \"stopReason\": \"Message shown when blocking\",\n \"suppressOutput\": false,\n \"decision\": \"block\",\n \"reason\": \"Explanation for decision\",\n \"hookSpecificOutput\": {\n \"hookEventName\": \"PostToolUse\",\n \"additionalContext\": \"Context injected back to model\"\n }\n}\n```\n\n**Fields:**\n- `systemMessage` - Display a message to the user (all hooks)\n- `continue` - Set to `false` to block/stop (default: true)\n- `stopReason` - Message shown when `continue` is false\n- `suppressOutput` - Hide stdout from transcript (default: false)\n- `decision` - \"block\" for PostToolUse/Stop/UserPromptSubmit hooks (deprecated for PreToolUse, use hookSpecificOutput.permissionDecision instead)\n- `reason` - Explanation for decision\n- `hookSpecificOutput` - Event-specific output (must include `hookEventName`):\n - `additionalContext` - Text injected into model context\n - `permissionDecision` - \"allow\", \"deny\", or \"ask\" (PreToolUse only)\n - `permissionDecisionReason` - Reason for the permission decision (PreToolUse only)\n - `updatedInput` - Modified tool input (PreToolUse only)\n\n### Common Patterns\n\n**Auto-format after writes:**\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_response.filePath // .tool_input.file_path' | { read -r f; prettier --write \\\"$f\\\"; } 2>/dev/null || true\"\n }]\n }]\n }\n}\n```\n\n**Log all bash commands:**\n```json\n{\n \"hooks\": {\n \"PreToolUse\": [{\n \"matcher\": \"Bash\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_input.command' >> ~/.claude/bash-log.txt\"\n }]\n }]\n }\n}\n```\n\n**Stop hook that displays message to user:**\n\nCommand must output JSON with `systemMessage` field:\n```bash\n# Example command that outputs: {\"systemMessage\": \"Session complete!\"}\necho '{\"systemMessage\": \"Session complete!\"}'\n```\n\n**Run tests after code changes:**\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_input.file_path // .tool_response.filePath' | grep -E '\\\\.(ts|js)$' && npm test || true\"\n }]\n }]\n }\n}\n```\n\n\n## Constructing a Hook (with verification)\n\nGiven an event, matcher, target file, and desired behavior, follow this flow. Each step catches a different failure class — a hook that silently does nothing is worse than no hook.\n\n1. **Dedup check.** Read the target file. If a hook already exists on the same event+matcher, show the existing command and ask: keep it, replace it, or add alongside.\n\n2. **Construct the command for THIS project — don't assume.** The hook receives JSON on stdin. Build a command that:\n - Extracts any needed payload safely — use `jq -r` into a quoted variable or `{ read -r f; ... \"$f\"; }`, NOT unquoted `| xargs` (splits on spaces)\n - Invokes the underlying tool the way this project runs it (npx/bunx/yarn/pnpm? Makefile target? globally-installed?)\n - Skips inputs the tool doesn't handle (formatters often have `--ignore-unknown`; if not, guard by extension)\n - Stays RAW for now — no `|| true`, no stderr suppression. You'll wrap it after the pipe-test passes.\n\n3. **Pipe-test the raw command.** Synthesize the stdin payload the hook will receive and pipe it directly:\n - `Pre|PostToolUse` on `Write|Edit`: `echo '{\"tool_name\":\"Edit\",\"tool_input\":{\"file_path\":\"<a real file from this repo>\"}}' | <cmd>`\n - `Pre|PostToolUse` on `Bash`: `echo '{\"tool_name\":\"Bash\",\"tool_input\":{\"command\":\"ls\"}}' | <cmd>`\n - `Stop`/`UserPromptSubmit`/`SessionStart`: most commands don't read stdin, so `echo '{}' | <cmd>` suffices\n\n Check exit code AND side effect (file actually formatted, test actually ran). If it fails you get a real error — fix (wrong package manager? tool not installed? jq path wrong?) and retest. Once it works, wrap with `2>/dev/null || true` (unless the user wants a blocking check).\n\n4. **Write the JSON.** Merge into the target file (schema shape in the \"Hook Structure\" section above). If this creates `.claude/settings.local.json` for the first time, add it to .gitignore — the Write tool doesn't auto-gitignore it.\n\n5. **Validate syntax + schema in one shot:**\n\n `jq -e '.hooks.<event>[] | select(.matcher == \"<matcher>\") | .hooks[] | select(.type == \"command\") | .command' <target-file>`\n\n Exit 0 + prints your command = correct. Exit 4 = matcher doesn't match. Exit 5 = malformed JSON or wrong nesting. A broken settings.json silently disables ALL settings from that file — fix any pre-existing malformation too.\n\n6. **Prove the hook fires** — only for `Pre|PostToolUse` on a matcher you can trigger in-turn (`Write|Edit` via Edit, `Bash` via Bash). `Stop`/`UserPromptSubmit`/`SessionStart` fire outside this turn — skip to step 7.\n\n For a **formatter** on `PostToolUse`/`Write|Edit`: introduce a detectable violation via Edit (two consecutive blank lines, bad indentation, missing semicolon — something this formatter corrects; NOT trailing whitespace, Edit strips that before writing), re-read, confirm the hook **fixed** it. For **anything else**: temporarily prefix the command in settings.json with `echo \"$(date) hook fired\" >> /tmp/claude-hook-check.txt; `, trigger the matching tool (Edit for `Write|Edit`, a harmless `true` for `Bash`), read the sentinel file.\n\n **Always clean up** — revert the violation, strip the sentinel prefix — whether the proof passed or failed.\n\n **If proof fails but pipe-test passed and `jq -e` passed**: the settings watcher isn't watching `.claude/` — it only watches directories that had a settings file when this session started. The hook is written correctly. Tell the user to open `/hooks` once (reloads config) or restart — you can't do this yourself; `/hooks` is a user UI menu and opening it ends this turn.\n\n7. **Handoff.** Tell the user the hook is live (or needs `/hooks`/restart per the watcher caveat). Point them at `/hooks` to review, edit, or disable it later. The UI only shows \"Ran N hooks\" if a hook errors or is slow — silent success is invisible by design.\n\n\n## Example Workflows\n\n### Adding a Hook\n\nUser: \"Format my code after Claude writes it\"\n\n1. **Clarify**: Which formatter? (prettier, gofmt, etc.)\n2. **Read**: `.claude/settings.json` (or create if missing)\n3. **Merge**: Add to existing hooks, don't replace\n4. **Result**:\n```json\n{\n \"hooks\": {\n \"PostToolUse\": [{\n \"matcher\": \"Write|Edit\",\n \"hooks\": [{\n \"type\": \"command\",\n \"command\": \"jq -r '.tool_response.filePath // .tool_input.file_path' | { read -r f; prettier --write \\\"$f\\\"; } 2>/dev/null || true\"\n }]\n }]\n }\n}\n```\n\n### Adding Permissions\n\nUser: \"Allow npm commands without prompting\"\n\n1. **Read**: Existing permissions\n2. **Merge**: Add `Bash(npm *)` to allow array\n3. **Result**: Combined with existing allows\n\n### Environment Variables\n\nUser: \"Set DEBUG=true\"\n\n1. **Decide**: User settings (global) or project settings?\n2. **Read**: Target file\n3. **Merge**: Add to env object\n```json\n{ \"env\": { \"DEBUG\": \"true\" } }\n```\n\n## Common Mistakes to Avoid\n\n1. **Replacing instead of merging** - Always preserve existing settings\n2. **Wrong file** - Ask user if scope is unclear\n3. **Invalid JSON** - Validate syntax after changes\n4. **Forgetting to read first** - Always read before write\n\n## Troubleshooting Hooks\n\nIf a hook isn't running:\n1. **Check the settings file** - Read ~/.claude/settings.json or .claude/settings.json\n2. **Verify JSON syntax** - Invalid JSON silently fails\n3. **Check the matcher** - Does it match the tool name? (e.g., \"Bash\", \"Write\", \"Edit\")\n4. **Check hook type** - Is it \"command\", \"prompt\", or \"agent\"?\n5. **Test the command** - Run the hook command manually to see if it works\n6. **Use --debug** - Run `claude --debug` to see hook execution logs\n\n\n## Full Settings JSON Schema\n\n```json\n{\n \"$schema\": \"https://json-schema.org/draft/2020-12/schema\",\n \"type\": \"object\",\n \"properties\": {\n \"$schema\": {\n \"description\": \"JSON Schema reference for Claude Code settings\",\n \"type\": \"string\",\n \"const\": \"https://json.schemastore.org/claude-code-settings.json\"\n },\n \"apiKeyHelper\": {\n \"description\": \"Path to a script that outputs authentication values\",\n \"type\": \"string\"\n },\n \"proxyAuthHelper\": {\n \"description\": \"Shell command that outputs a Proxy-Authorization header value (EAP)\",\n \"type\": \"string\"\n },\n \"awsCredentialExport\": {\n \"description\": \"Path to a script that exports AWS credentials\",\n \"type\": \"string\"\n },\n \"awsAuthRefresh\": {\n \"description\": \"Path to a script that refreshes AWS authentication\",\n \"type\": \"string\"\n },\n \"gcpAuthRefresh\": {\n \"description\": \"Command to refresh GCP authentication (e.g., gcloud auth application-default login)\",\n \"type\": \"string\"\n },\n \"policyHelper\": {\n \"description\": \"Executable that computes managed settings at startup. Honored only from admin-controlled policy sources.\",\n \"type\": \"object\",\n \"properties\": {\n \"path\": {\n \"description\": \"Absolute path to the helper executable\",\n \"type\": \"string\"\n },\n \"timeoutMs\": {\n \"type\": \"integer\",\n \"minimum\": 1000,\n \"maximum\": 9007199254740991\n },\n \"refreshIntervalMs\": {\n \"anyOf\": [\n {\n \"type\": \"number\",\n \"const\": 0\n },\n {\n \"type\": \"integer\",\n \"minimum\": 60000,\n \"maximum\": 9007199254740991\n }\n ]\n }\n },\n \"required\": [\n \"path\"\n ]\n },\n \"fileSuggestion\": {\n \"description\": \"Custom file suggestion configuration for @ mentions\",\n \"type\": \"object\",\n \"properties\": {\n \"type\": {\n \"type\": \"string\",\n \"const\": \"command\"\n },\n \"command\": {\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"type\",\n \"command\"\n ]\n },\n \"respectGitignore\": {\n \"description\": \"Whether file picker should respect .gitignore files (default: true). Note: .ignore files are always respected.\",\n \"type\": \"boolean\"\n },\n \"cleanupPeriodDays\": {\n \"description\": \"Number of days to retain chat transcripts before automatic cleanup (default: 30). Minimum 1. Use a large value for long retention; use --no-session-persistence to disable transcript writes entirely.\",\n \"type\": \"integer\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 9007199254740991\n },\n \"skillListingMaxDescChars\": {\n \"description\": \"Per-skill description character cap in the skill listing sent to Claude (default: 1536). Descriptions longer than this are truncated. Raise to opt in to higher per-turn context cost.\",\n \"type\": \"integer\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 9007199254740991\n },\n \"skillListingBudgetFraction\": {\n \"description\": \"Fraction of the context window (in characters) reserved for the skill listing sent to Claude (default: 0.01 = 1%). When the listing exceeds this, descriptions are shortened to fit. Raise to opt in to higher per-turn context cost.\",\n \"type\": \"number\",\n \"exclusiveMinimum\": 0,\n \"maximum\": 1\n },\n \"wslInheritsWindowsSettings\": {\n \"description\": \"When set to true in either admin-only Windows source — the HKLM SOFTWARE/Policies/ClaudeCode registry key or C:/Program Files/ClaudeCode/managed-settings.json — WSL reads managed settings from the full Windows policy chain (HKLM, C:/Program Files/ClaudeCode via DrvFs, HKCU) in addition to /etc/claude-code. Windows sources take priority. The flag is also required in HKCU itself for HKCU policy to apply on WSL (double opt-in: admin enables the chain, user confirms HKCU). On native Windows the flag has no effect.\",\n \"type\": \"boolean\"\n },\n \"env\": {\n \"description\": \"Environment variables to set for Claude Code sessions\",\n \"type\": \"object\",\n \"propertyNames\": {\n \"type\": \"string\"\n },\n \"additionalProperties\": {\n \"type\": \"string\"\n }\n },\n \"attribution\": {\n \"description\": \"Customize attribution text for commits and PRs. Each field defaults to the standard Claude Code attribution if not set.\",\n \"type\": \"object\",\n \"properties\": {\n \"commit\": {\n \"description\": \"Attribution text for git commits, including any trailers. Empty string hides attribution.\",\n \"type\": \"string\"\n },\n \"pr\": {\n \"description\": \"Attribution text for pull request descriptions. Empty string hides attribution.\",\n \"type\": \"string\"\n }\n }\n },\n \"includeCoAuthoredBy\": {\n \"description\": \"Deprecated: Use attribution instead. Whether to include Claude's co-authored by attribution in commits and PRs (defaults to true)\",\n \"type\": \"boolean\"\n },\n \"includeGitInstructions\": {\n \"description\": \"Include built-in commit and PR workflow instructions in Claude's system prompt (default: true)\",\n \"type\": \"boolean\"\n },\n \"\n\n[... skill content truncated for compaction; use Read on the skill path if you need the full text]"},{"name":"obsidian-save","path":"userSettings:obsidian-save","content":"Save current conversation context to an Obsidian note under the `Claude/` directory.\n\n## What to save\n\nCapture all of the following that are relevant to the current conversation:\n\n- **Conversation summary**: What the user is trying to accomplish and why\n- **Project context**: Relevant architecture, design decisions, or constraints discovered\n- **Task state**: What has been completed, what is in progress, what is blocked or pending\n- **Key decisions**: Any choices made and the reasoning behind them\n- **Open questions**: Unresolved questions or things to revisit\n- **Next steps**: Concrete actions that should follow from this session\n\n## File location\n\nDerive the project name from the current working directory (use the repo or app folder name). Save to:\n\n```\nClaude/<project-name>/<YYYY-MM-DD>-<short-slug>.md\n```\n\nUse today's date and a short 2-4 word slug describing the session topic (e.g. `2026-04-29-ruth-plugin-setup.md`).\n\nIf `` is provided, use it as the slug instead of generating one.\n\n## Note format\n\nUse this structure:\n\n```markdown\n---\ndate: <YYYY-MM-DD>\nproject: <project-name>\ntags: [claude-context]\n---\n\n# <Session Title>\n\n## Summary\n<1-3 sentence overview of what this session was about>\n\n## Context\n<Relevant project background, architecture notes, constraints>\n\n## Decisions\n<Decisions made and rationale>\n\n## Task State\n<What was completed, in progress, or blocked>\n\n## Open Questions\n<Anything unresolved>\n\n## Next Steps\n<Concrete follow-up actions>\n```\n\n## Steps\n\n1. Determine the project name from the working directory.\n2. Determine today's date.\n3. Draft the note content based on the current conversation.\n4. Use `mcp__obsidian__create_vault_file` to write the note to the vault.\n5. Confirm to the user where the note was saved.\n"},{"name":"superpowers:brainstorming","path":"plugin:superpowers:brainstorming","content":"Base directory for this skill: /Users/steve.briggs/.claude/plugins/cache/claude-plugins-official/superpowers/5.1.0/skills/brainstorming\n\n# Brainstorming Ideas Into Designs\n\nHelp turn ideas into fully formed designs and specs through natural collaborative dialogue.\n\nStart by understanding the current project context, then ask questions one at a time to refine the idea. Once you understand what you're building, present the design and get user approval.\n\n<HARD-GATE>\nDo NOT invoke any implementation skill, write any code, scaffold any project, or take any implementation action until you have presented a design and the user has approved it. This applies to EVERY project regardless of perceived simplicity.\n</HARD-GATE>\n\n## Anti-Pattern: \"This Is Too Simple To Need A Design\"\n\nEvery project goes through this process. A todo list, a single-function utility, a config change — all of them. \"Simple\" projects are where unexamined assumptions cause the most wasted work. The design can be short (a few sentences for truly simple projects), but you MUST present it and get approval.\n\n## Checklist\n\nYou MUST create a task for each of these items and complete them in order:\n\n1. **Explore project context** — check files, docs, recent commits\n2. **Offer visual companion** (if topic will involve visual questions) — this is its own message, not combined with a clarifying question. See the Visual Companion section below.\n3. **Ask clarifying questions** — one at a time, understand purpose/constraints/success criteria\n4. **Propose 2-3 approaches** — with trade-offs and your recommendation\n5. **Present design** — in sections scaled to their complexity, get user approval after each section\n6. **Write design doc** — save to `docs/superpowers/specs/YYYY-MM-DD-<topic>-design.md` and commit\n7. **Spec self-review** — quick inline check for placeholders, contradictions, ambiguity, scope (see below)\n8. **User reviews written spec** — ask user to review the spec file before proceeding\n9. **Transition to implementation** — invoke writing-plans skill to create implementation plan\n\n## Process Flow\n\n```dot\ndigraph brainstorming {\n \"Explore project context\" [shape=box];\n \"Visual questions ahead?\" [shape=diamond];\n \"Offer Visual Companion\\n(own message, no other content)\" [shape=box];\n \"Ask clarifying questions\" [shape=box];\n \"Propose 2-3 approaches\" [shape=box];\n \"Present design sections\" [shape=box];\n \"User approves design?\" [shape=diamond];\n \"Write design doc\" [shape=box];\n \"Spec self-review\\n(fix inline)\" [shape=box];\n \"User reviews spec?\" [shape=diamond];\n \"Invoke writing-plans skill\" [shape=doublecircle];\n\n \"Explore project context\" -> \"Visual questions ahead?\";\n \"Visual questions ahead?\" -> \"Offer Visual Companion\\n(own message, no other content)\" [label=\"yes\"];\n \"Visual questions ahead?\" -> \"Ask clarifying questions\" [label=\"no\"];\n \"Offer Visual Companion\\n(own message, no other content)\" -> \"Ask clarifying questions\";\n \"Ask clarifying questions\" -> \"Propose 2-3 approaches\";\n \"Propose 2-3 approaches\" -> \"Present design sections\";\n \"Present design sections\" -> \"User approves design?\";\n \"User approves design?\" -> \"Present design sections\" [label=\"no, revise\"];\n \"User approves design?\" -> \"Write design doc\" [label=\"yes\"];\n \"Write design doc\" -> \"Spec self-review\\n(fix inline)\";\n \"Spec self-review\\n(fix inline)\" -> \"User reviews spec?\";\n \"User reviews spec?\" -> \"Write design doc\" [label=\"changes requested\"];\n \"User reviews spec?\" -> \"Invoke writing-plans skill\" [label=\"approved\"];\n}\n```\n\n**The terminal state is invoking writing-plans.** Do NOT invoke frontend-design, mcp-builder, or any other implementation skill. The ONLY skill you invoke after brainstorming is writing-plans.\n\n## The Process\n\n**Understanding the idea:**\n\n- Check out the current project state first (files, docs, recent commits)\n- Before asking detailed questions, assess scope: if the request describes multiple independent subsystems (e.g., \"build a platform with chat, file storage, billing, and analytics\"), flag this immediately. Don't spend questions refining details of a project that needs to be decomposed first.\n- If the project is too large for a single spec, help the user decompose into sub-projects: what are the independent pieces, how do they relate, what order should they be built? Then brainstorm the first sub-project through the normal design flow. Each sub-project gets its own spec → plan → implementation cycle.\n- For appropriately-scoped projects, ask questions one at a time to refine the idea\n- Prefer multiple choice questions when possible, but open-ended is fine too\n- Only one question per message - if a topic needs more exploration, break it into multiple questions\n- Focus on understanding: purpose, constraints, success criteria\n\n**Exploring approaches:**\n\n- Propose 2-3 different approaches with trade-offs\n- Present options conversationally with your recommendation and reasoning\n- Lead with your recommended option and explain why\n\n**Presenting the design:**\n\n- Once you believe you understand what you're building, present the design\n- Scale each section to its complexity: a few sentences if straightforward, up to 200-300 words if nuanced\n- Ask after each section whether it looks right so far\n- Cover: architecture, components, data flow, error handling, testing\n- Be ready to go back and clarify if something doesn't make sense\n\n**Design for isolation and clarity:**\n\n- Break the system into smaller units that each have one clear purpose, communicate through well-defined interfaces, and can be understood and tested independently\n- For each unit, you should be able to answer: what does it do, how do you use it, and what does it depend on?\n- Can someone understand what a unit does without reading its internals? Can you change the internals without breaking consumers? If not, the boundaries need work.\n- Smaller, well-bounded units are also easier for you to work with - you reason better about code you can hold in context at once, and your edits are more reliable when files are focused. When a file grows large, that's often a signal that it's doing too much.\n\n**Working in existing codebases:**\n\n- Explore the current structure before proposing changes. Follow existing patterns.\n- Where existing code has problems that affect the work (e.g., a file that's grown too large, unclear boundaries, tangled responsibilities), include targeted improvements as part of the design - the way a good developer improves code they're working in.\n- Don't propose unrelated refactoring. Stay focused on what serves the current goal.\n\n## After the Design\n\n**Documentation:**\n\n- Write the validated design (spec) to `docs/superpowers/specs/YYYY-MM-DD-<topic>-design.md`\n - (User preferences for spec location override this default)\n- Use elements-of-style:writing-clearly-and-concisely skill if available\n- Commit the design document to git\n\n**Spec Self-Review:**\nAfter writing the spec document, look at it with fresh eyes:\n\n1. **Placeholder scan:** Any \"TBD\", \"TODO\", incomplete sections, or vague requirements? Fix them.\n2. **Internal consistency:** Do any sections contradict each other? Does the architecture match the feature descriptions?\n3. **Scope check:** Is this focused enough for a single implementation plan, or does it need decomposition?\n4. **Ambiguity check:** Could any requirement be interpreted two different ways? If so, pick one and make it explicit.\n\nFix any issues inline. No need to re-review — just fix and move on.\n\n**User Review Gate:**\nAfter the spec review loop passes, ask the user to review the written spec before proceeding:\n\n> \"Spec written and committed to `<path>`. Please review it and let me know if you want to make any changes before we start writing out the implementation plan.\"\n\nWait for the user's response. If they request changes, make them and re-run the spec review loop. Only proceed once the user approves.\n\n**Implementation:**\n\n- Invoke the writing-plans skill to create a detailed implementation plan\n- Do NOT invoke any other skill. writing-plans is the next step.\n\n## Key Principles\n\n- **One question at a time** - Don't overwhelm with multiple questions\n- **Multiple choice preferred** - Easier to answer than open-ended when possible\n- **YAGNI ruthlessly** - Remove unnecessary features from all designs\n- **Explore alternatives** - Always propose 2-3 approaches before settling\n- **Incremental validation** - Present design, get approval before moving on\n- **Be flexible** - Go back and clarify when something doesn't make sense\n\n## Visual Companion\n\nA browser-based companion for showing mockups, diagrams, and visual options during brainstorming. Available as a tool — not a mode. Accepting the companion means it's available for questions that benefit from visual treatment; it does NOT mean every question goes through the browser.\n\n**Offering the companion:** When you anticipate that upcoming questions will involve visual content (mockups, layouts, diagrams), offer it once for consent:\n> \"Some of what we're working on might be easier to explain if I can show it to you in a web browser. I can put together mockups, diagrams, comparisons, and other visuals as we go. This feature is still new and can be token-intensive. Want to try it? (Requires opening a local URL)\"\n\n**This offer MUST be its own message.** Do not combine it with clarifying questions, context summaries, or any other content. The message should contain ONLY the offer above and nothing else. Wait for the user's response before continuing. If they decline, proceed with text-only brainstorming.\n\n**Per-question decision:** Even after the user accepts, decide FOR EACH QUESTION whether to use the browser or the terminal. The test: **would the user understand this better by seeing it than reading it?**\n\n- **Use the browser** for content that IS visual — mockups, wireframes, layout comparisons, architecture diagrams, side-by-side visual designs\n- **Use the terminal** for content that is text — requirements questions, conceptual choices, tradeoff lists, A/B/C/D text options, scope decisions\n\nA question about a UI topic is not automatically a visual question. \"What does personality mean in this context?\" is a conceptual question — use the terminal. \"Which wizard layout works better?\" is a visual question — use the browser.\n\nIf they agree to the companion, read the detailed guide before proceeding:\n`skills/brainstorming/visual-companion.md`\n"}]},"type":"attachment","uuid":"839553c2-f32a-4d9d-9553-d110524c74d9","timestamp":"2026-05-19T02:51:08.539Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"0b2b23aa-643d-4eac-abc5-c2d88d1561fb","isSidechain":false,"attachment":{"type":"hook_success","hookName":"SessionStart:compact","toolUseID":"b1825dc8-3fae-453d-9992-4ddc06e2fa19","hookEvent":"SessionStart","content":"","stdout":"{\n \"hookSpecificOutput\": {\n \"hookEventName\": \"SessionStart\",\n \"additionalContext\": \"<EXTREMELY_IMPORTANT>\\nYou have superpowers.\\n\\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\\n\\n---\\nname: using-superpowers\\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\\n---\\n\\n<SUBAGENT-STOP>\\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\\n</SUBAGENT-STOP>\\n\\n<EXTREMELY-IMPORTANT>\\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\\n\\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\\n\\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\\n</EXTREMELY-IMPORTANT>\\n\\n## Instruction Priority\\n\\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\\n\\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\\n2. **Superpowers skills** — override default system behavior where they conflict\\n3. **Default system prompt** — lowest priority\\n\\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \\\"don't use TDD\\\" and a skill says \\\"always use TDD,\\\" follow the user's instructions. The user is in control.\\n\\n## How to Access Skills\\n\\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\\n\\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\\n\\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\\n\\n**In other environments:** Check your platform's documentation for how skills are loaded.\\n\\n## Platform Adaptation\\n\\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\\n\\n# Using Skills\\n\\n## The Rule\\n\\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\\n\\n```dot\\ndigraph skill_flow {\\n \\\"User message received\\\" [shape=doublecircle];\\n \\\"About to EnterPlanMode?\\\" [shape=doublecircle];\\n \\\"Already brainstormed?\\\" [shape=diamond];\\n \\\"Invoke brainstorming skill\\\" [shape=box];\\n \\\"Might any skill apply?\\\" [shape=diamond];\\n \\\"Invoke Skill tool\\\" [shape=box];\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" [shape=box];\\n \\\"Has checklist?\\\" [shape=diamond];\\n \\\"Create TodoWrite todo per item\\\" [shape=box];\\n \\\"Follow skill exactly\\\" [shape=box];\\n \\\"Respond (including clarifications)\\\" [shape=doublecircle];\\n\\n \\\"About to EnterPlanMode?\\\" -> \\\"Already brainstormed?\\\";\\n \\\"Already brainstormed?\\\" -> \\\"Invoke brainstorming skill\\\" [label=\\\"no\\\"];\\n \\\"Already brainstormed?\\\" -> \\\"Might any skill apply?\\\" [label=\\\"yes\\\"];\\n \\\"Invoke brainstorming skill\\\" -> \\\"Might any skill apply?\\\";\\n\\n \\\"User message received\\\" -> \\\"Might any skill apply?\\\";\\n \\\"Might any skill apply?\\\" -> \\\"Invoke Skill tool\\\" [label=\\\"yes, even 1%\\\"];\\n \\\"Might any skill apply?\\\" -> \\\"Respond (including clarifications)\\\" [label=\\\"definitely not\\\"];\\n \\\"Invoke Skill tool\\\" -> \\\"Announce: 'Using [skill] to [purpose]'\\\";\\n \\\"Announce: 'Using [skill] to [purpose]'\\\" -> \\\"Has checklist?\\\";\\n \\\"Has checklist?\\\" -> \\\"Create TodoWrite todo per item\\\" [label=\\\"yes\\\"];\\n \\\"Has checklist?\\\" -> \\\"Follow skill exactly\\\" [label=\\\"no\\\"];\\n \\\"Create TodoWrite todo per item\\\" -> \\\"Follow skill exactly\\\";\\n}\\n```\\n\\n## Red Flags\\n\\nThese thoughts mean STOP—you're rationalizing:\\n\\n| Thought | Reality |\\n|---------|---------|\\n| \\\"This is just a simple question\\\" | Questions are tasks. Check for skills. |\\n| \\\"I need more context first\\\" | Skill check comes BEFORE clarifying questions. |\\n| \\\"Let me explore the codebase first\\\" | Skills tell you HOW to explore. Check first. |\\n| \\\"I can check git/files quickly\\\" | Files lack conversation context. Check for skills. |\\n| \\\"Let me gather information first\\\" | Skills tell you HOW to gather information. |\\n| \\\"This doesn't need a formal skill\\\" | If a skill exists, use it. |\\n| \\\"I remember this skill\\\" | Skills evolve. Read current version. |\\n| \\\"This doesn't count as a task\\\" | Action = task. Check for skills. |\\n| \\\"The skill is overkill\\\" | Simple things become complex. Use it. |\\n| \\\"I'll just do this one thing first\\\" | Check BEFORE doing anything. |\\n| \\\"This feels productive\\\" | Undisciplined action wastes time. Skills prevent this. |\\n| \\\"I know what that means\\\" | Knowing the concept ≠ using the skill. Invoke it. |\\n\\n## Skill Priority\\n\\nWhen multiple skills could apply, use this order:\\n\\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\\n\\n\\\"Let's build X\\\" → brainstorming first, then implementation skills.\\n\\\"Fix this bug\\\" → debugging first, then domain-specific skills.\\n\\n## Skill Types\\n\\n**Rigid** (TDD, debugging): Follow exactly. 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{"parentUuid":"8341e4b8-b87e-4424-9421-9ca8927fc41f","isSidechain":false,"attachment":{"type":"hook_additional_context","content":["<memvid-mind-context>\n# 🧠 Claude Mind Active\n\n📁 Project: **churn-renewal-forecast**\n💾 Memory: `.claude/mind.mv2` (49122 KB)\n\n**Commands:**\n- `/mind:search <query>` - Search memories\n- `/mind:ask <question>` - Ask your memory\n- `/mind:recent` - View timeline\n- `/mind:stats` - View statistics\n\n_Memories are captured automatically from your tool use._\n</memvid-mind-context>","<EXTREMELY_IMPORTANT>\nYou have superpowers.\n\n**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**\n\n---\nname: using-superpowers\ndescription: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n---\n\n<SUBAGENT-STOP>\nIf you were dispatched as a subagent to execute a specific task, skip this skill.\n</SUBAGENT-STOP>\n\n<EXTREMELY-IMPORTANT>\nIf you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.\n\nIF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.\n\nThis is not negotiable. This is not optional. You cannot rationalize your way out of this.\n</EXTREMELY-IMPORTANT>\n\n## Instruction Priority\n\nSuperpowers skills override default system prompt behavior, but **user instructions always take precedence**:\n\n1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority\n2. **Superpowers skills** — override default system behavior where they conflict\n3. **Default system prompt** — lowest priority\n\nIf CLAUDE.md, GEMINI.md, or AGENTS.md says \"don't use TDD\" and a skill says \"always use TDD,\" follow the user's instructions. The user is in control.\n\n## How to Access Skills\n\n**In Claude Code:** Use the `Skill` tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.\n\n**In Copilot CLI:** Use the `skill` tool. Skills are auto-discovered from installed plugins. The `skill` tool works the same as Claude Code's `Skill` tool.\n\n**In Gemini CLI:** Skills activate via the `activate_skill` tool. Gemini loads skill metadata at session start and activates the full content on demand.\n\n**In other environments:** Check your platform's documentation for how skills are loaded.\n\n## Platform Adaptation\n\nSkills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.\n\n# Using Skills\n\n## The Rule\n\n**Invoke relevant or requested skills BEFORE any response or action.** Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.\n\n```dot\ndigraph skill_flow {\n \"User message received\" [shape=doublecircle];\n \"About to EnterPlanMode?\" [shape=doublecircle];\n \"Already brainstormed?\" [shape=diamond];\n \"Invoke brainstorming skill\" [shape=box];\n \"Might any skill apply?\" [shape=diamond];\n \"Invoke Skill tool\" [shape=box];\n \"Announce: 'Using [skill] to [purpose]'\" [shape=box];\n \"Has checklist?\" [shape=diamond];\n \"Create TodoWrite todo per item\" [shape=box];\n \"Follow skill exactly\" [shape=box];\n \"Respond (including clarifications)\" [shape=doublecircle];\n\n \"About to EnterPlanMode?\" -> \"Already brainstormed?\";\n \"Already brainstormed?\" -> \"Invoke brainstorming skill\" [label=\"no\"];\n \"Already brainstormed?\" -> \"Might any skill apply?\" [label=\"yes\"];\n \"Invoke brainstorming skill\" -> \"Might any skill apply?\";\n\n \"User message received\" -> \"Might any skill apply?\";\n \"Might any skill apply?\" -> \"Invoke Skill tool\" [label=\"yes, even 1%\"];\n \"Might any skill apply?\" -> \"Respond (including clarifications)\" [label=\"definitely not\"];\n \"Invoke Skill tool\" -> \"Announce: 'Using [skill] to [purpose]'\";\n \"Announce: 'Using [skill] to [purpose]'\" -> \"Has checklist?\";\n \"Has checklist?\" -> \"Create TodoWrite todo per item\" [label=\"yes\"];\n \"Has checklist?\" -> \"Follow skill exactly\" [label=\"no\"];\n \"Create TodoWrite todo per item\" -> \"Follow skill exactly\";\n}\n```\n\n## Red Flags\n\nThese thoughts mean STOP—you're rationalizing:\n\n| Thought | Reality |\n|---------|---------|\n| \"This is just a simple question\" | Questions are tasks. Check for skills. |\n| \"I need more context first\" | Skill check comes BEFORE clarifying questions. |\n| \"Let me explore the codebase first\" | Skills tell you HOW to explore. Check first. |\n| \"I can check git/files quickly\" | Files lack conversation context. Check for skills. |\n| \"Let me gather information first\" | Skills tell you HOW to gather information. |\n| \"This doesn't need a formal skill\" | If a skill exists, use it. |\n| \"I remember this skill\" | Skills evolve. Read current version. |\n| \"This doesn't count as a task\" | Action = task. Check for skills. |\n| \"The skill is overkill\" | Simple things become complex. Use it. |\n| \"I'll just do this one thing first\" | Check BEFORE doing anything. |\n| \"This feels productive\" | Undisciplined action wastes time. Skills prevent this. |\n| \"I know what that means\" | Knowing the concept ≠ using the skill. Invoke it. |\n\n## Skill Priority\n\nWhen multiple skills could apply, use this order:\n\n1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task\n2. **Implementation skills second** (frontend-design, mcp-builder) - these guide execution\n\n\"Let's build X\" → brainstorming first, then implementation skills.\n\"Fix this bug\" → debugging first, then domain-specific skills.\n\n## Skill Types\n\n**Rigid** (TDD, debugging): Follow exactly. Don't adapt away discipline.\n\n**Flexible** (patterns): Adapt principles to context.\n\nThe skill itself tells you which.\n\n## User Instructions\n\nInstructions say WHAT, not HOW. \"Add X\" or \"Fix Y\" doesn't mean skip workflows.\n\n\n</EXTREMELY_IMPORTANT>"],"hookName":"SessionStart","toolUseID":"SessionStart","hookEvent":"SessionStart"},"type":"attachment","uuid":"59b2de21-7c05-46f9-bd6a-b7225ec93264","timestamp":"2026-05-19T02:51:08.925Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"38cecb2b-9f3d-4e02-86e2-c9b263da4ecf","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01NByWMkE19dr33aNrf1GsBD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015DBgHRsMN7v85ouTwHetTm","name":"Agent","input":{"description":"Spec review: Task 5 base root kustomization","prompt":"You are a spec compliance reviewer. Check whether the implementation matches the spec exactly — nothing more, nothing less.\n\n## Spec Requirements\n\nTask 5: Base Root Kustomization\n\nCreate `deploy/kubernetes/base/kustomization.yaml` with:\n```yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\nresources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n```\n\nThat's the entire spec for this task. The file should reference the four sub-directories.\n\n## What to check\n\nRead `deploy/kubernetes/base/kustomization.yaml` and verify:\n1. It exists\n2. It has the correct `apiVersion` and `kind`\n3. It lists all four resources: `bootstrap/`, `init/`, `netpol/`, `services/`\n4. No extra resources or patches added that weren't in the spec\n\nWorking directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Report\n\nReturn either:\n- ✅ **COMPLIANT** — file matches spec exactly\n- ❌ **NON-COMPLIANT** — list specific gaps or extras\n","model":"haiku"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":895,"cache_read_input_tokens":51319,"output_tokens":417,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":895,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":417,"cache_read_input_tokens":51319,"cache_creation_input_tokens":895,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":895},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAsUesVp4Q1a6Gqvk7A","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"32006d20-9b94-4dac-8ab2-53bd6c337736","timestamp":"2026-05-19T02:53:03.103Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
{"parentUuid":"32006d20-9b94-4dac-8ab2-53bd6c337736","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015DBgHRsMN7v85ouTwHetTm","type":"tool_result","content":[{"type":"text","text":"✅ **COMPLIANT**\n\nThe file `deploy/kubernetes/base/kustomization.yaml` matches the spec exactly:\n\n- ✅ `apiVersion: kustomize.config.k8s.io/v1beta1` (correct)\n- ✅ `kind: Kustomization` (correct)\n- ✅ Resources listed in correct order: `bootstrap/`, `init/`, `netpol/`, `services/`\n- ✅ No extra resources or patches added"},{"type":"text","text":"agentId: a3d1b2cd6b10162a2 (use SendMessage with to: 'a3d1b2cd6b10162a2' to continue this agent)\n<usage>total_tokens: 30216\ntool_uses: 1\nduration_ms: 3766</usage>"}]}]},"uuid":"08a0aaac-8884-4db2-9548-eb7040c535e3","timestamp":"2026-05-19T02:53:07.097Z","toolUseResult":{"status":"completed","prompt":"You are a spec compliance reviewer. Check whether the implementation matches the spec exactly — nothing more, nothing less.\n\n## Spec Requirements\n\nTask 5: Base Root Kustomization\n\nCreate `deploy/kubernetes/base/kustomization.yaml` with:\n```yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\nresources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n```\n\nThat's the entire spec for this task. The file should reference the four sub-directories.\n\n## What to check\n\nRead `deploy/kubernetes/base/kustomization.yaml` and verify:\n1. It exists\n2. It has the correct `apiVersion` and `kind`\n3. It lists all four resources: `bootstrap/`, `init/`, `netpol/`, `services/`\n4. No extra resources or patches added that weren't in the spec\n\nWorking directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Report\n\nReturn either:\n- ✅ **COMPLIANT** — file matches spec exactly\n- ❌ **NON-COMPLIANT** — list specific gaps or extras\n","agentId":"a3d1b2cd6b10162a2","agentType":"general-purpose","content":[{"type":"text","text":"✅ **COMPLIANT**\n\nThe file `deploy/kubernetes/base/kustomization.yaml` matches the spec exactly:\n\n- ✅ `apiVersion: kustomize.config.k8s.io/v1beta1` (correct)\n- ✅ `kind: Kustomization` (correct)\n- ✅ Resources listed in correct order: `bootstrap/`, `init/`, `netpol/`, `services/`\n- ✅ No extra resources or patches added"}],"totalDurationMs":3766,"totalTokens":30216,"totalToolUseCount":1,"usage":{"input_tokens":4,"cache_creation_input_tokens":351,"cache_read_input_tokens":29740,"output_tokens":121,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":351},"inference_geo":"","iterations":[{"input_tokens":4,"output_tokens":121,"cache_read_input_tokens":29740,"cache_creation_input_tokens":351,"cache_creation":{"ephemeral_5m_input_tokens":351,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":1,"searchCount":0,"bashCount":0,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"32006d20-9b94-4dac-8ab2-53bd6c337736","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"1b2453b1-2d59-4a7c-83a1-2049b2a03f94","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YQAfHCtqiDHRdBBTnv38D7","type":"tool_result","content":[{"type":"text","text":"## Review Result: ✅ **APPROVED**\n\n**Findings:**\n\nThe `kustomization.yaml` file is well-structured and meets quality standards:\n\n1. **YAML Formatting** — Proper indentation (2 spaces), clean structure, no trailing whitespace\n2. **Ordering** — Logical sequence with bootstrap first (creates namespace), followed by init, netpol, and services — appropriate for resource dependencies\n3. **Completeness** — All four subdirectories in `/deploy/kubernetes/base/` are referenced:\n - `bootstrap/`\n - `init/`\n - `netpol/`\n - `services/`\n4. **Cleanliness** — No extraneous comments, metadata fields, or noise; only essential `apiVersion`, `kind`, and `resources` declarations\n\nThe file is lean, readable, and serves its purpose as a root Kustomization that composes four distinct configuration modules. No issues detected."},{"type":"text","text":"agentId: ad55537449a904c7f (use SendMessage with to: 'ad55537449a904c7f' to continue this agent)\n<usage>total_tokens: 30656\ntool_uses: 3\nduration_ms: 53654</usage>"}]}]},"uuid":"a90fcb3e-a10b-410a-aa4d-2f77d1cc2b6d","timestamp":"2026-05-19T02:54:05.444Z","toolUseResult":{"status":"completed","prompt":"You are a code quality reviewer. Review the implementation quality of a single Kubernetes/Kustomize file.\n\n## File to Review\n\n`deploy/kubernetes/base/kustomization.yaml` in `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nThis is a root Kustomize base kustomization that references four sub-directories.\n\n## What to Check\n\n1. **YAML formatting** — proper indentation, no trailing whitespace\n2. **Ordering** — resources in logical order (bootstrap first makes sense since it creates the namespace)\n3. **Completeness** — does it reference all needed sub-directories?\n4. **No unnecessary content** — no comments, no extra fields that add noise without value\n\n## Report\n\nReturn either:\n- ✅ **APPROVED** — quality is solid\n- ❌ **ISSUES** — list specific problems with severity (Critical / Important / Minor)\n","agentId":"ad55537449a904c7f","agentType":"general-purpose","content":[{"type":"text","text":"## Review Result: ✅ **APPROVED**\n\n**Findings:**\n\nThe `kustomization.yaml` file is well-structured and meets quality standards:\n\n1. **YAML Formatting** — Proper indentation (2 spaces), clean structure, no trailing whitespace\n2. **Ordering** — Logical sequence with bootstrap first (creates namespace), followed by init, netpol, and services — appropriate for resource dependencies\n3. **Completeness** — All four subdirectories in `/deploy/kubernetes/base/` are referenced:\n - `bootstrap/`\n - `init/`\n - `netpol/`\n - `services/`\n4. **Cleanliness** — No extraneous comments, metadata fields, or noise; only essential `apiVersion`, `kind`, and `resources` declarations\n\nThe file is lean, readable, and serves its purpose as a root Kustomization that composes four distinct configuration modules. No issues detected."}],"totalDurationMs":53654,"totalTokens":30656,"totalToolUseCount":3,"usage":{"input_tokens":3,"cache_creation_input_tokens":180,"cache_read_input_tokens":30252,"output_tokens":221,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":180},"inference_geo":"","iterations":[{"input_tokens":3,"output_tokens":221,"cache_read_input_tokens":30252,"cache_creation_input_tokens":180,"cache_creation":{"ephemeral_5m_input_tokens":180,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":1,"searchCount":0,"bashCount":2,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"1b2453b1-2d59-4a7c-83a1-2049b2a03f94","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"ad2f2f3b-dfe1-4485-9388-50f1a462936c","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ct25nHY4hawSzETDqU7KHZ","type":"tool_result","content":"1\t# Kustomize Deployment Implementation Plan\n2\t\n3\t> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n4\t\n5\t**Goal:** Create a complete Kustomize deployment under `deploy/kubernetes/` with a base layer and a single cluster overlay for `eks-shared-infra-use1-2`.\n6\t\n7\t**Architecture:** Base layer is split into four sub-directories (bootstrap, init, netpol, services) each with their own `kustomization.yaml`. The cluster overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/` references the base and applies cluster-specific patches (ingress visibility, service account). All resources share a single container image with command overrides per workload.\n8\t\n9\t**Tech Stack:** Kustomize v4+, Kubernetes manifests (apps/v1, batch/v1, networking.k8s.io/v1), external-secrets.io v1beta1 (ExternalSecret), cilium.io/v2 (CiliumNetworkPolicy)\n10\t\n11\t---\n12\t\n13\t## File Map\n14\t\n15\t**Create — base bootstrap:**\n16\t- `deploy/kubernetes/base/bootstrap/namespace.yaml`\n17\t- `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n18\t- `deploy/kubernetes/base/bootstrap/secret.yaml`\n19\t- `deploy/kubernetes/base/bootstrap/app-config.env`\n20\t- `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n21\t\n22\t**Create — base init:**\n23\t- `deploy/kubernetes/base/init/job.yaml`\n24\t- `deploy/kubernetes/base/init/kustomization.yaml`\n25\t\n26\t**Create — base netpol:**\n27\t- `deploy/kubernetes/base/netpol/allow-dns.yaml`\n28\t- `deploy/kubernetes/base/netpol/allow-rds.yaml`\n29\t- `deploy/kubernetes/base/netpol/allow-external.yaml`\n30\t- `deploy/kubernetes/base/netpol/kustomization.yaml`\n31\t\n32\t**Create — base services:**\n33\t- `deploy/kubernetes/base/services/web-deployment.yaml`\n34\t- `deploy/kubernetes/base/services/worker-deployment.yaml`\n35\t- `deploy/kubernetes/base/services/service.yaml`\n36\t- `deploy/kubernetes/base/services/ingress.yaml`\n37\t- `deploy/kubernetes/base/services/kustomization.yaml`\n38\t\n39\t**Create — base root:**\n40\t- `deploy/kubernetes/base/kustomization.yaml`\n41\t\n42\t**Create — overlay:**\n43\t- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n44\t- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n45\t- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n46\t- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n47\t\n48\t---\n49\t\n50\t## Task 1: Bootstrap Resources\n51\t\n52\tCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n53\t\n54\t**Files:**\n55\t- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n56\t- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n57\t- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n58\t- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n59\t- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n60\t\n61\t- [ ] **Step 1: Create directory structure**\n62\t\n63\t```bash\n64\tmkdir -p deploy/kubernetes/base/bootstrap\n65\t```\n66\t\n67\t- [ ] **Step 2: Create namespace.yaml**\n68\t\n69\t```yaml\n70\t# deploy/kubernetes/base/bootstrap/namespace.yaml\n71\tapiVersion: v1\n72\tkind: Namespace\n73\tmetadata:\n74\t name: churn-renewal-forecast\n75\t labels:\n76\t app.kubernetes.io/name: churn-renewal-forecast\n77\t```\n78\t\n79\t- [ ] **Step 3: Create serviceaccount.yaml**\n80\t\n81\t```yaml\n82\t# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\n83\tapiVersion: v1\n84\tkind: ServiceAccount\n85\tmetadata:\n86\t name: churn-renewal-forecast\n87\t namespace: churn-renewal-forecast\n88\t labels:\n89\t app.kubernetes.io/name: churn-renewal-forecast\n90\t```\n91\t\n92\t- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n93\t\n94\t```yaml\n95\t# deploy/kubernetes/base/bootstrap/secret.yaml\n96\tapiVersion: external-secrets.io/v1beta1\n97\tkind: ExternalSecret\n98\tmetadata:\n99\t name: churn-renewal-forecast\n100\t namespace: churn-renewal-forecast\n101\t labels:\n102\t app.kubernetes.io/name: churn-renewal-forecast\n103\tspec:\n104\t refreshInterval: 1h\n105\t secretStoreRef:\n106\t name: vault\n107\t kind: ClusterSecretStore\n108\t target:\n109\t name: churn-renewal-forecast\n110\t creationPolicy: Owner\n111\t data:\n112\t - secretKey: DATABASE_URL\n113\t remoteRef:\n114\t key: /internal/churn-renewal-forecast\n115\t property: DATABASE_URL\n116\t - secretKey: CLERK_SECRET_KEY\n117\t remoteRef:\n118\t key: /internal/churn-renewal-forecast\n119\t property: CLERK_SECRET_KEY\n120\t - secretKey: FRONT_API_TOKEN\n121\t remoteRef:\n122\t key: /internal/churn-renewal-forecast\n123\t property: FRONT_API_TOKEN\n124\t - secretKey: FRONT_API_TOKEN_2\n125\t remoteRef:\n126\t key: /internal/churn-renewal-forecast\n127\t property: FRONT_API_TOKEN_2\n128\t - secretKey: PRODUCTBOARD_API_KEY\n129\t remoteRef:\n130\t key: /internal/churn-renewal-forecast\n131\t property: PRODUCTBOARD_API_KEY\n132\t - secretKey: SLACK_BOT_TOKEN\n133\t remoteRef:\n134\t key: /internal/churn-renewal-forecast\n135\t property: SLACK_BOT_TOKEN\n136\t```\n137\t\n138\t- [ ] **Step 5: Create app-config.env**\n139\t\n140\t```env\n141\t# deploy/kubernetes/base/bootstrap/app-config.env\n142\tAPP_URL=https://churn-forecast.infrastructure.immuta.io\n143\tNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\n144\tNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\n145\tSLACK_TEST_CHANNEL=\n146\tPG_POOL_MAX=10\n147\tPG_POOL_IDLE_TIMEOUT_MS=30000\n148\tPG_POOL_CONNECTION_TIMEOUT_MS=2000\n149\tNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\n150\tNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\n151\tNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\n152\tNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n153\t```\n154\t\n155\t- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n156\t\n157\t`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n158\t\n159\t```yaml\n160\t# deploy/kubernetes/base/bootstrap/kustomization.yaml\n161\tapiVersion: kustomize.config.k8s.io/v1beta1\n162\tkind: Kustomization\n163\t\n164\tresources:\n165\t - namespace.yaml\n166\t - serviceaccount.yaml\n167\t - secret.yaml\n168\t\n169\tconfigMapGenerator:\n170\t - name: churn-renewal-forecast-config\n171\t envs:\n172\t - app-config.env\n173\t\n174\tgeneratorOptions:\n175\t disableNameSuffixHash: true\n176\t```\n177\t\n178\t- [ ] **Step 7: Validate bootstrap kustomization builds**\n179\t\n180\t```bash\n181\tkustomize build deploy/kubernetes/base/bootstrap\n182\t```\n183\t\n184\tExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n185\t\n186\t- [ ] **Step 8: Commit**\n187\t\n188\t```bash\n189\tgit add deploy/kubernetes/base/bootstrap/\n190\tgit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n191\t```\n192\t\n193\t---\n194\t\n195\t## Task 2: Init Job\n196\t\n197\tCreates the one-shot Prisma migration Job that runs before the app starts.\n198\t\n199\t**Files:**\n200\t- Create: `deploy/kubernetes/base/init/job.yaml`\n201\t- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n202\t\n203\t- [ ] **Step 1: Create directory**\n204\t\n205\t```bash\n206\tmkdir -p deploy/kubernetes/base/init\n207\t```\n208\t\n209\t- [ ] **Step 2: Create job.yaml**\n210\t\n211\t`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n212\t\n213\t```yaml\n214\t# deploy/kubernetes/base/init/job.yaml\n215\tapiVersion: batch/v1\n216\tkind: Job\n217\tmetadata:\n218\t name: churn-renewal-forecast-migrate\n219\t namespace: churn-renewal-forecast\n220\t labels:\n221\t app.kubernetes.io/name: churn-renewal-forecast\n222\t app.kubernetes.io/component: migrate\n223\tspec:\n224\t ttlSecondsAfterFinished: 300\n225\t backoffLimit: 3\n226\t template:\n227\t metadata:\n228\t labels:\n229\t app.kubernetes.io/name: churn-renewal-forecast\n230\t app.kubernetes.io/component: migrate\n231\t spec:\n232\t serviceAccountName: churn-renewal-forecast\n233\t restartPolicy: OnFailure\n234\t containers:\n235\t - name: migrate\n236\t image: registry.ic-ops.net/churn-renewal-forecast:latest\n237\t command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n238\t envFrom:\n239\t - configMapRef:\n240\t name: churn-renewal-forecast-config\n241\t - secretRef:\n242\t name: churn-renewal-forecast\n243\t```\n244\t\n245\t- [ ] **Step 3: Create init/kustomization.yaml**\n246\t\n247\t```yaml\n248\t# deploy/kubernetes/base/init/kustomization.yaml\n249\tapiVersion: kustomize.config.k8s.io/v1beta1\n250\tkind: Kustomization\n251\t\n252\tresources:\n253\t - job.yaml\n254\t```\n255\t\n256\t- [ ] **Step 4: Validate**\n257\t\n258\t```bash\n259\tkustomize build deploy/kubernetes/base/init\n260\t```\n261\t\n262\tExpected: YAML output containing a single Job. No errors.\n263\t\n264\t- [ ] **Step 5: Commit**\n265\t\n266\t```bash\n267\tgit add deploy/kubernetes/base/init/\n268\tgit commit -m \"feat: add k8s init job for prisma migrations\"\n269\t```\n270\t\n271\t---\n272\t\n273\t## Task 3: Network Policies\n274\t\n275\tCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n276\t\n277\t**Files:**\n278\t- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n279\t- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n280\t- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n281\t- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n282\t\n283\t- [ ] **Step 1: Create directory**\n284\t\n285\t```bash\n286\tmkdir -p deploy/kubernetes/base/netpol\n287\t```\n288\t\n289\t- [ ] **Step 2: Create allow-dns.yaml**\n290\t\n291\tAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n292\t\n293\t```yaml\n294\t# deploy/kubernetes/base/netpol/allow-dns.yaml\n295\tapiVersion: cilium.io/v2\n296\tkind: CiliumNetworkPolicy\n297\tmetadata:\n298\t name: churn-renewal-forecast-allow-dns\n299\t namespace: churn-renewal-forecast\n300\t labels:\n301\t app.kubernetes.io/name: churn-renewal-forecast\n302\tspec:\n303\t endpointSelector:\n304\t matchLabels:\n305\t app.kubernetes.io/name: churn-renewal-forecast\n306\t egress:\n307\t - toEndpoints:\n308\t - matchLabels:\n309\t k8s:io.kubernetes.pod.namespace: kube-system\n310\t k8s-app: kube-dns\n311\t toPorts:\n312\t - ports:\n313\t - port: \"53\"\n314\t protocol: UDP\n315\t rules:\n316\t dns:\n317\t - matchPattern: \"*\"\n318\t```\n319\t\n320\t- [ ] **Step 3: Create allow-rds.yaml**\n321\t\n322\tAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n323\t\n324\t```yaml\n325\t# deploy/kubernetes/base/netpol/allow-rds.yaml\n326\tapiVersion: cilium.io/v2\n327\tkind: CiliumNetworkPolicy\n328\tmetadata:\n329\t name: churn-renewal-forecast-allow-rds\n330\t namespace: churn-renewal-forecast\n331\t labels:\n332\t app.kubernetes.io/name: churn-renewal-forecast\n333\tspec:\n334\t endpointSelector:\n335\t matchLabels:\n336\t app.kubernetes.io/name: churn-renewal-forecast\n337\t egress:\n338\t - toCIDR:\n339\t - 0.0.0.0/0\n340\t toPorts:\n341\t - ports:\n342\t - port: \"5432\"\n343\t protocol: TCP\n344\t```\n345\t\n346\t- [ ] **Step 4: Create allow-external.yaml**\n347\t\n348\t`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n349\t\n350\t```yaml\n351\t# deploy/kubernetes/base/netpol/allow-external.yaml\n352\tapiVersion: cilium.io/v2\n353\tkind: CiliumNetworkPolicy\n354\tmetadata:\n355\t name: churn-renewal-forecast-allow-external\n356\t namespace: churn-renewal-forecast\n357\t labels:\n358\t app.kubernetes.io/name: churn-renewal-forecast\n359\tspec:\n360\t endpointSelector:\n361\t matchLabels:\n362\t app.kubernetes.io/name: churn-renewal-forecast\n363\t egress:\n364\t - toFQDNs:\n365\t - matchName: \"clerk.com\"\n366\t - matchPattern: \"*.clerk.com\"\n367\t - matchName: \"api.frontapp.com\"\n368\t - matchName: \"api.productboard.com\"\n369\t - matchName: \"slack.com\"\n370\t - matchPattern: \"*.slack.com\"\n371\t toPorts:\n372\t - ports:\n373\t - port: \"443\"\n374\t protocol: TCP\n375\t```\n376\t\n377\t- [ ] **Step 5: Create netpol/kustomization.yaml**\n378\t\n379\t```yaml\n380\t# deploy/kubernetes/base/netpol/kustomization.yaml\n381\tapiVersion: kustomize.config.k8s.io/v1beta1\n382\tkind: Kustomization\n383\t\n384\tresources:\n385\t - allow-dns.yaml\n386\t - allow-rds.yaml\n387\t - allow-external.yaml\n388\t```\n389\t\n390\t- [ ] **Step 6: Validate**\n391\t\n392\t```bash\n393\tkustomize build deploy/kubernetes/base/netpol\n394\t```\n395\t\n396\tExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n397\t\n398\t- [ ] **Step 7: Commit**\n399\t\n400\t```bash\n401\tgit add deploy/kubernetes/base/netpol/\n402\tgit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n403\t```\n404\t\n405\t---\n406\t\n407\t## Task 4: Services (Deployments, Service, Ingress)\n408\t\n409\tCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n410\t\n411\t**Files:**\n412\t- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n413\t- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n414\t- Create: `deploy/kubernetes/base/services/service.yaml`\n415\t- Create: `deploy/kubernetes/base/services/ingress.yaml`\n416\t- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n417\t\n418\t- [ ] **Step 1: Create directory**\n419\t\n420\t```bash\n421\tmkdir -p deploy/kubernetes/base/services\n422\t```\n423\t\n424\t- [ ] **Step 2: Create web-deployment.yaml**\n425\t\n426\t`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n427\t\n428\t```yaml\n429\t# deploy/kubernetes/base/services/web-deployment.yaml\n430\tapiVersion: apps/v1\n431\tkind: Deployment\n432\tmetadata:\n433\t name: churn-renewal-forecast-web\n434\t namespace: churn-renewal-forecast\n435\t labels:\n436\t app.kubernetes.io/name: churn-renewal-forecast\n437\t app.kubernetes.io/component: web\n438\tspec:\n439\t replicas: 1\n440\t selector:\n441\t matchLabels:\n442\t app.kubernetes.io/name: churn-renewal-forecast\n443\t app.kubernetes.io/component: web\n444\t template:\n445\t metadata:\n446\t labels:\n447\t app.kubernetes.io/name: churn-renewal-forecast\n448\t app.kubernetes.io/component: web\n449\t spec:\n450\t serviceAccountName: churn-renewal-forecast\n451\t containers:\n452\t - name: web\n453\t image: registry.ic-ops.net/churn-renewal-forecast:latest\n454\t command: [\"bun\", \"run\", \"start\"]\n455\t ports:\n456\t - containerPort: 3000\n457\t name: http\n458\t envFrom:\n459\t - configMapRef:\n460\t name: churn-renewal-forecast-config\n461\t - secretRef:\n462\t name: churn-renewal-forecast\n463\t resources:\n464\t requests:\n465\t memory: 256Mi\n466\t cpu: 100m\n467\t limits:\n468\t memory: 512Mi\n469\t cpu: 500m\n470\t livenessProbe:\n471\t httpGet:\n472\t path: /api/health/live\n473\t port: 3000\n474\t initialDelaySeconds: 15\n475\t periodSeconds: 20\n476\t readinessProbe:\n477\t httpGet:\n478\t path: /api/health/ready\n479\t port: 3000\n480\t initialDelaySeconds: 10\n481\t periodSeconds: 10\n482\t```\n483\t\n484\t- [ ] **Step 3: Create worker-deployment.yaml**\n485\t\n486\t`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n487\t\n488\t```yaml\n489\t# deploy/kubernetes/base/services/worker-deployment.yaml\n490\tapiVersion: apps/v1\n491\tkind: Deployment\n492\tmetadata:\n493\t name: churn-renewal-forecast-worker\n494\t namespace: churn-renewal-forecast\n495\t labels:\n496\t app.kubernetes.io/name: churn-renewal-forecast\n497\t app.kubernetes.io/component: worker\n498\tspec:\n499\t replicas: 1\n500\t selector:\n501\t matchLabels:\n502\t app.kubernetes.io/name: churn-renewal-forecast\n503\t app.kubernetes.io/component: worker\n504\t template:\n505\t metadata:\n506\t labels:\n507\t app.kubernetes.io/name: churn-renewal-forecast\n508\t app.kubernetes.io/component: worker\n509\t spec:\n510\t serviceAccountName: churn-renewal-forecast\n511\t containers:\n512\t - name: worker\n513\t image: registry.ic-ops.net/churn-renewal-forecast:latest\n514\t command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n515\t envFrom:\n516\t - configMapRef:\n517\t name: churn-renewal-forecast-config\n518\t - secretRef:\n519\t name: churn-renewal-forecast\n520\t resources:\n521\t requests:\n522\t memory: 256Mi\n523\t cpu: 100m\n524\t limits:\n525\t memory: 512Mi\n526\t cpu: 500m\n527\t```\n528\t\n529\t- [ ] **Step 4: Create service.yaml**\n530\t\n531\tClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n532\t\n533\t```yaml\n534\t# deploy/kubernetes/base/services/service.yaml\n535\tapiVersion: v1\n536\tkind: Service\n537\tmetadata:\n538\t name: churn-renewal-forecast\n539\t namespace: churn-renewal-forecast\n540\t labels:\n541\t app.kubernetes.io/name: churn-renewal-forecast\n542\t app.kubernetes.io/component: web\n543\tspec:\n544\t type: ClusterIP\n545\t selector:\n546\t app.kubernetes.io/name: churn-renewal-forecast\n547\t app.kubernetes.io/component: web\n548\t ports:\n549\t - port: 80\n550\t targetPort: 3000\n551\t name: http\n552\t```\n553\t\n554\t- [ ] **Step 5: Create ingress.yaml**\n555\t\n556\tTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n557\t\n558\t```yaml\n559\t# deploy/kubernetes/base/services/ingress.yaml\n560\tapiVersion: networking.k8s.io/v1\n561\tkind: Ingress\n562\tmetadata:\n563\t name: churn-renewal-forecast\n564\t namespace: churn-renewal-forecast\n565\t labels:\n566\t app.kubernetes.io/name: churn-renewal-forecast\n567\tspec:\n568\t ingressClassName: nginx\n569\t tls:\n570\t - hosts:\n571\t - churn-forecast.infrastructure.immuta.io\n572\t secretName: churn-renewal-forecast-tls\n573\t rules:\n574\t - host: churn-forecast.infrastructure.immuta.io\n575\t http:\n576\t paths:\n577\t - path: /\n578\t pathType: Prefix\n579\t backend:\n580\t service:\n581\t name: churn-renewal-forecast\n582\t port:\n583\t name: http\n584\t```\n585\t\n586\t- [ ] **Step 6: Create services/kustomization.yaml**\n587\t\n588\t```yaml\n589\t# deploy/kubernetes/base/services/kustomization.yaml\n590\tapiVersion: kustomize.config.k8s.io/v1beta1\n591\tkind: Kustomization\n592\t\n593\tresources:\n594\t - web-deployment.yaml\n595\t - worker-deployment.yaml\n596\t - service.yaml\n597\t - ingress.yaml\n598\t```\n599\t\n600\t- [ ] **Step 7: Validate**\n601\t\n602\t```bash\n603\tkustomize build deploy/kubernetes/base/services\n604\t```\n605\t\n606\tExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n607\t\n608\t- [ ] **Step 8: Commit**\n609\t\n610\t```bash\n611\tgit add deploy/kubernetes/base/services/\n612\tgit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n613\t```\n614\t\n615\t---\n616\t\n617\t## Task 5: Base Root Kustomization\n618\t\n619\tTies all four base sub-directories together into a single root kustomization.\n620\t\n621\t**Files:**\n622\t- Create: `deploy/kubernetes/base/kustomization.yaml`\n623\t\n624\t- [ ] **Step 1: Create base/kustomization.yaml**\n625\t\n626\t```yaml\n627\t# deploy/kubernetes/base/kustomization.yaml\n628\tapiVersion: kustomize.config.k8s.io/v1beta1\n629\tkind: Kustomization\n630\t\n631\tresources:\n632\t - bootstrap/\n633\t - init/\n634\t - netpol/\n635\t - services/\n636\t```\n637\t\n638\t- [ ] **Step 2: Validate full base build**\n639\t\n640\t```bash\n641\tkustomize build deploy/kubernetes/base\n642\t```\n643\t\n644\tExpected: Combined YAML output with all resources — Namespace, ServiceAccount, ExternalSecret, ConfigMap, Job, three CiliumNetworkPolicies, two Deployments, Service, Ingress. No errors.\n645\t\n646\t- [ ] **Step 3: Commit**\n647\t\n648\t```bash\n649\tgit add deploy/kubernetes/base/kustomization.yaml\n650\tgit commit -m \"feat: add k8s base kustomization root\"\n651\t```\n652\t\n653\t---\n654\t\n655\t## Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n656\t\n657\tCreates the overlay that references the base and applies cluster-specific patches: private ingress visibility and a service account patch stub for optional IRSA.\n658\t\n659\t**Files:**\n660\t- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n661\t- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n662\t- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n663\t- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n664\t\n665\t- [ ] **Step 1: Create directory**\n666\t\n667\t```bash\n668\tmkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2\n669\t```\n670\t\n671\t- [ ] **Step 2: Create .app.yaml**\n672\t\n673\tFlux metadata file consumed by the cluster's GitOps tooling. Update the `cluster` field if the cluster name differs.\n674\t\n675\t```yaml\n676\t# deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml\n677\tapp: churn-renewal-forecast\n678\tnamespace: churn-renewal-forecast\n679\tcluster: eks-shared-infra-use1-2\n680\t```\n681\t\n682\t- [ ] **Step 3: Create ingress-patch.yaml**\n683\t\n684\tStrategic merge patch that adds the internal-load-balancer annotation to the base Ingress. This restricts the ALB to private subnets only.\n685\t\n686\t```yaml\n687\t# deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml\n688\tapiVersion: networking.k8s.io/v1\n689\tkind: Ingress\n690\tmetadata:\n691\t name: churn-renewal-forecast\n692\t namespace: churn-renewal-forecast\n693\t annotations:\n694\t service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n695\t nginx.ingress.kubernetes.io/scheme: internal\n696\t```\n697\t\n698\t- [ ] **Step 4: Create serviceaccount.yaml**\n699\t\n700\tStrategic merge patch stub. The IRSA annotation is commented out because this app does not need AWS API access. Uncomment and supply the role ARN if that changes.\n701\t\n702\t```yaml\n703\t# deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml\n704\tapiVersion: v1\n705\tkind: ServiceAccount\n706\tmetadata:\n707\t name: churn-renewal-forecast\n708\t namespace: churn-renewal-forecast\n709\t # annotations:\n710\t # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n711\t```\n712\t\n713\t- [ ] **Step 5: Create overlay kustomization.yaml**\n714\t\n715\t```yaml\n716\t# deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml\n717\tapiVersion: kustomize.config.k8s.io/v1beta1\n718\tkind: Kustomization\n719\t\n720\tresources:\n721\t - ../../base\n722\t\n723\tpatches:\n724\t - path: ingress-patch.yaml\n725\t - path: serviceaccount.yaml\n726\t```\n727\t\n728\t- [ ] **Step 6: Validate full overlay build**\n729\t\n730\tThis is the final validation — it produces the exact manifests that would be applied to the cluster.\n731\t\n732\t```bash\n733\tkustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2\n734\t```\n735\t\n736\tExpected: All base resources with the Ingress now carrying both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations. No errors.\n737\t\n738\t- [ ] **Step 7: Commit**\n739\t\n740\t```bash\n741\tgit add deploy/kubernetes/deploy/\n742\tgit commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n743\t```\n744\t\n745\t---\n746\t\n747\t## Self-Review Checklist\n748\t\n749\t- [x] Namespace `churn-renewal-forecast` created — Task 1\n750\t- [x] ServiceAccount created — Task 1\n751\t- [x] ExternalSecret with all 6 vault keys — Task 1\n752\t- [x] ConfigMap with all non-sensitive env vars — Task 1\n753\t- [x] Prisma migration Job — Task 2\n754\t- [x] CiliumNetworkPolicy: DNS UDP 53 — Task 3\n755\t- [x] CiliumNetworkPolicy: RDS TCP 5432 — Task 3\n756\t- [x] CiliumNetworkPolicy: External TCP 443 (clerk, front, productboard, slack) — Task 3\n757\t- [x] Web Deployment with liveness/readiness probes on `/api/health/live` and `/api/health/ready` — Task 4\n758\t- [x] Worker Deployment, no probes — Task 4\n759\t- [x] ClusterIP Service port 80→3000 — Task 4\n760\t- [x] Nginx Ingress for `churn-forecast.infrastructure.immuta.io` — Task 4\n761\t- [x] `app.kubernetes.io/name: churn-renewal-forecast` on all resources — Tasks 1–4\n762\t- [x] `app.kubernetes.io/component` on Deployments and Service — Tasks 1, 4\n763\t- [x] Both Deployments use `envFrom` for ConfigMap and Secret — Tasks 2, 4\n764\t- [x] Init Job uses `envFrom` for ConfigMap and Secret — Task 2\n765\t- [x] Single image `registry.ic-ops.net/churn-renewal-forecast:latest` across all workloads — Tasks 2, 4\n766\t- [x] Overlay adds private ingress annotations — Task 6\n767\t- [x] IRSA annotation stub (commented out) — Task 6\n768\t- [x] Every task has a `kustomize build` validation step — Tasks 1–6\n769\t"}]},"uuid":"85a3a46f-3cb3-4fd9-a501-9c997789f5f2","timestamp":"2026-05-19T02:54:13.409Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/steve.briggs/projects/churn-renewal-forecast/docs/superpowers/plans/2026-05-18-kustomize-deployment.md","content":"# Kustomize Deployment Implementation Plan\n\n> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.\n\n**Goal:** Create a complete Kustomize deployment under `deploy/kubernetes/` with a base layer and a single cluster overlay for `eks-shared-infra-use1-2`.\n\n**Architecture:** Base layer is split into four sub-directories (bootstrap, init, netpol, services) each with their own `kustomization.yaml`. The cluster overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/` references the base and applies cluster-specific patches (ingress visibility, service account). All resources share a single container image with command overrides per workload.\n\n**Tech Stack:** Kustomize v4+, Kubernetes manifests (apps/v1, batch/v1, networking.k8s.io/v1), external-secrets.io v1beta1 (ExternalSecret), cilium.io/v2 (CiliumNetworkPolicy)\n\n---\n\n## File Map\n\n**Create — base bootstrap:**\n- `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- `deploy/kubernetes/base/bootstrap/secret.yaml`\n- `deploy/kubernetes/base/bootstrap/app-config.env`\n- `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n**Create — base init:**\n- `deploy/kubernetes/base/init/job.yaml`\n- `deploy/kubernetes/base/init/kustomization.yaml`\n\n**Create — base netpol:**\n- `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- `deploy/kubernetes/base/netpol/allow-external.yaml`\n- `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n**Create — base services:**\n- `deploy/kubernetes/base/services/web-deployment.yaml`\n- `deploy/kubernetes/base/services/worker-deployment.yaml`\n- `deploy/kubernetes/base/services/service.yaml`\n- `deploy/kubernetes/base/services/ingress.yaml`\n- `deploy/kubernetes/base/services/kustomization.yaml`\n\n**Create — base root:**\n- `deploy/kubernetes/base/kustomization.yaml`\n\n**Create — overlay:**\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n---\n\n## Task 1: Bootstrap Resources\n\nCreates the namespace, service account, ExternalSecret, and ConfigMap source.\n\n**Files:**\n- Create: `deploy/kubernetes/base/bootstrap/namespace.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/serviceaccount.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/secret.yaml`\n- Create: `deploy/kubernetes/base/bootstrap/app-config.env`\n- Create: `deploy/kubernetes/base/bootstrap/kustomization.yaml`\n\n- [ ] **Step 1: Create directory structure**\n\n```bash\nmkdir -p deploy/kubernetes/base/bootstrap\n```\n\n- [ ] **Step 2: Create namespace.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/namespace.yaml\napiVersion: v1\nkind: Namespace\nmetadata:\n name: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create serviceaccount.yaml**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n```\n\n- [ ] **Step 4: Create secret.yaml (ExternalSecret)**\n\n```yaml\n# deploy/kubernetes/base/bootstrap/secret.yaml\napiVersion: external-secrets.io/v1beta1\nkind: ExternalSecret\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n refreshInterval: 1h\n secretStoreRef:\n name: vault\n kind: ClusterSecretStore\n target:\n name: churn-renewal-forecast\n creationPolicy: Owner\n data:\n - secretKey: DATABASE_URL\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: DATABASE_URL\n - secretKey: CLERK_SECRET_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: CLERK_SECRET_KEY\n - secretKey: FRONT_API_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN\n - secretKey: FRONT_API_TOKEN_2\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: FRONT_API_TOKEN_2\n - secretKey: PRODUCTBOARD_API_KEY\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: PRODUCTBOARD_API_KEY\n - secretKey: SLACK_BOT_TOKEN\n remoteRef:\n key: /internal/churn-renewal-forecast\n property: SLACK_BOT_TOKEN\n```\n\n- [ ] **Step 5: Create app-config.env**\n\n```env\n# deploy/kubernetes/base/bootstrap/app-config.env\nAPP_URL=https://churn-forecast.infrastructure.immuta.io\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=PLACEHOLDER\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=PLACEHOLDER\nSLACK_TEST_CHANNEL=\nPG_POOL_MAX=10\nPG_POOL_IDLE_TIMEOUT_MS=30000\nPG_POOL_CONNECTION_TIMEOUT_MS=2000\nNEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in\nNEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up\nNEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/\nNEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/\n```\n\n- [ ] **Step 6: Create bootstrap/kustomization.yaml**\n\n`configMapGenerator` produces the ConfigMap from `app-config.env`. `disableNameSuffixHash: true` keeps the name stable so `envFrom` references don't need to change on every deploy.\n\n```yaml\n# deploy/kubernetes/base/bootstrap/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - namespace.yaml\n - serviceaccount.yaml\n - secret.yaml\n\nconfigMapGenerator:\n - name: churn-renewal-forecast-config\n envs:\n - app-config.env\n\ngeneratorOptions:\n disableNameSuffixHash: true\n```\n\n- [ ] **Step 7: Validate bootstrap kustomization builds**\n\n```bash\nkustomize build deploy/kubernetes/base/bootstrap\n```\n\nExpected: YAML output containing Namespace, ServiceAccount, ExternalSecret, and ConfigMap. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/bootstrap/\ngit commit -m \"feat: add k8s bootstrap resources (namespace, sa, secret, configmap)\"\n```\n\n---\n\n## Task 2: Init Job\n\nCreates the one-shot Prisma migration Job that runs before the app starts.\n\n**Files:**\n- Create: `deploy/kubernetes/base/init/job.yaml`\n- Create: `deploy/kubernetes/base/init/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/init\n```\n\n- [ ] **Step 2: Create job.yaml**\n\n`ttlSecondsAfterFinished: 300` auto-deletes the Job pod 5 minutes after it completes. `backoffLimit: 3` retries up to 3 times on failure. `prisma migrate deploy` is idempotent — safe to re-run.\n\n```yaml\n# deploy/kubernetes/base/init/job.yaml\napiVersion: batch/v1\nkind: Job\nmetadata:\n name: churn-renewal-forecast-migrate\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\nspec:\n ttlSecondsAfterFinished: 300\n backoffLimit: 3\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: migrate\n spec:\n serviceAccountName: churn-renewal-forecast\n restartPolicy: OnFailure\n containers:\n - name: migrate\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"prisma\", \"migrate\", \"deploy\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n```\n\n- [ ] **Step 3: Create init/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/init/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - job.yaml\n```\n\n- [ ] **Step 4: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/init\n```\n\nExpected: YAML output containing a single Job. No errors.\n\n- [ ] **Step 5: Commit**\n\n```bash\ngit add deploy/kubernetes/base/init/\ngit commit -m \"feat: add k8s init job for prisma migrations\"\n```\n\n---\n\n## Task 3: Network Policies\n\nCreates three CiliumNetworkPolicy resources covering DNS, RDS, and external HTTPS egress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/netpol/allow-dns.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-rds.yaml`\n- Create: `deploy/kubernetes/base/netpol/allow-external.yaml`\n- Create: `deploy/kubernetes/base/netpol/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/netpol\n```\n\n- [ ] **Step 2: Create allow-dns.yaml**\n\nAllows pods with `app.kubernetes.io/name: churn-renewal-forecast` to reach `kube-dns` on UDP 53. The `rules.dns` section tells Cilium to track DNS responses so FQDN policies in `allow-external.yaml` can resolve correctly.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-dns.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-dns\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toEndpoints:\n - matchLabels:\n k8s:io.kubernetes.pod.namespace: kube-system\n k8s-app: kube-dns\n toPorts:\n - ports:\n - port: \"53\"\n protocol: UDP\n rules:\n dns:\n - matchPattern: \"*\"\n```\n\n- [ ] **Step 3: Create allow-rds.yaml**\n\nAllows outbound TCP 5432 to any IP. Scoped to CIDR 0.0.0.0/0 because RDS runs outside the cluster — you cannot use an endpoint selector for external IPs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-rds.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-rds\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toCIDR:\n - 0.0.0.0/0\n toPorts:\n - ports:\n - port: \"5432\"\n protocol: TCP\n```\n\n- [ ] **Step 4: Create allow-external.yaml**\n\n`toFQDNs` with `matchName` locks to the exact hostname. `matchPattern: \"*.clerk.com\"` covers Clerk's subdomains (e.g. `accounts.clerk.com`). `*.slack.com` covers Slack API endpoints. Requires `allow-dns.yaml` to be active so Cilium can resolve these FQDNs.\n\n```yaml\n# deploy/kubernetes/base/netpol/allow-external.yaml\napiVersion: cilium.io/v2\nkind: CiliumNetworkPolicy\nmetadata:\n name: churn-renewal-forecast-allow-external\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n endpointSelector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n egress:\n - toFQDNs:\n - matchName: \"clerk.com\"\n - matchPattern: \"*.clerk.com\"\n - matchName: \"api.frontapp.com\"\n - matchName: \"api.productboard.com\"\n - matchName: \"slack.com\"\n - matchPattern: \"*.slack.com\"\n toPorts:\n - ports:\n - port: \"443\"\n protocol: TCP\n```\n\n- [ ] **Step 5: Create netpol/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/netpol/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - allow-dns.yaml\n - allow-rds.yaml\n - allow-external.yaml\n```\n\n- [ ] **Step 6: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/netpol\n```\n\nExpected: YAML output with three CiliumNetworkPolicy resources. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/base/netpol/\ngit commit -m \"feat: add cilium network policies (dns, rds, external egress)\"\n```\n\n---\n\n## Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-web\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: web\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bun\", \"run\", \"start\"]\n ports:\n - containerPort: 3000\n name: http\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n livenessProbe:\n httpGet:\n path: /api/health/live\n port: 3000\n initialDelaySeconds: 15\n periodSeconds: 20\n readinessProbe:\n httpGet:\n path: /api/health/ready\n port: 3000\n initialDelaySeconds: 10\n periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: churn-renewal-forecast-worker\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\nspec:\n replicas: 1\n selector:\n matchLabels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n template:\n metadata:\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: worker\n spec:\n serviceAccountName: churn-renewal-forecast\n containers:\n - name: worker\n image: registry.ic-ops.net/churn-renewal-forecast:latest\n command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n envFrom:\n - configMapRef:\n name: churn-renewal-forecast-config\n - secretRef:\n name: churn-renewal-forecast\n resources:\n requests:\n memory: 256Mi\n cpu: 100m\n limits:\n memory: 512Mi\n cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\nspec:\n type: ClusterIP\n selector:\n app.kubernetes.io/name: churn-renewal-forecast\n app.kubernetes.io/component: web\n ports:\n - port: 80\n targetPort: 3000\n name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n labels:\n app.kubernetes.io/name: churn-renewal-forecast\nspec:\n ingressClassName: nginx\n tls:\n - hosts:\n - churn-forecast.infrastructure.immuta.io\n secretName: churn-renewal-forecast-tls\n rules:\n - host: churn-forecast.infrastructure.immuta.io\n http:\n paths:\n - path: /\n pathType: Prefix\n backend:\n service:\n name: churn-renewal-forecast\n port:\n name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - web-deployment.yaml\n - worker-deployment.yaml\n - service.yaml\n - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n---\n\n## Task 5: Base Root Kustomization\n\nTies all four base sub-directories together into a single root kustomization.\n\n**Files:**\n- Create: `deploy/kubernetes/base/kustomization.yaml`\n\n- [ ] **Step 1: Create base/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - bootstrap/\n - init/\n - netpol/\n - services/\n```\n\n- [ ] **Step 2: Validate full base build**\n\n```bash\nkustomize build deploy/kubernetes/base\n```\n\nExpected: Combined YAML output with all resources — Namespace, ServiceAccount, ExternalSecret, ConfigMap, Job, three CiliumNetworkPolicies, two Deployments, Service, Ingress. No errors.\n\n- [ ] **Step 3: Commit**\n\n```bash\ngit add deploy/kubernetes/base/kustomization.yaml\ngit commit -m \"feat: add k8s base kustomization root\"\n```\n\n---\n\n## Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n\nCreates the overlay that references the base and applies cluster-specific patches: private ingress visibility and a service account patch stub for optional IRSA.\n\n**Files:**\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- Create: `deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\n- [ ] **Step 2: Create .app.yaml**\n\nFlux metadata file consumed by the cluster's GitOps tooling. Update the `cluster` field if the cluster name differs.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n- [ ] **Step 3: Create ingress-patch.yaml**\n\nStrategic merge patch that adds the internal-load-balancer annotation to the base Ingress. This restricts the ALB to private subnets only.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n annotations:\n service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n nginx.ingress.kubernetes.io/scheme: internal\n```\n\n- [ ] **Step 4: Create serviceaccount.yaml**\n\nStrategic merge patch stub. The IRSA annotation is commented out because this app does not need AWS API access. Uncomment and supply the role ARN if that changes.\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n # annotations:\n # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n```\n\n- [ ] **Step 5: Create overlay kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - ../../base\n\npatches:\n - path: ingress-patch.yaml\n - path: serviceaccount.yaml\n```\n\n- [ ] **Step 6: Validate full overlay build**\n\nThis is the final validation — it produces the exact manifests that would be applied to the cluster.\n\n```bash\nkustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2\n```\n\nExpected: All base resources with the Ingress now carrying both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations. No errors.\n\n- [ ] **Step 7: Commit**\n\n```bash\ngit add deploy/kubernetes/deploy/\ngit commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n```\n\n---\n\n## Self-Review Checklist\n\n- [x] Namespace `churn-renewal-forecast` created — Task 1\n- [x] ServiceAccount created — Task 1\n- [x] ExternalSecret with all 6 vault keys — Task 1\n- [x] ConfigMap with all non-sensitive env vars — Task 1\n- [x] Prisma migration Job — Task 2\n- [x] CiliumNetworkPolicy: DNS UDP 53 — Task 3\n- [x] CiliumNetworkPolicy: RDS TCP 5432 — Task 3\n- [x] CiliumNetworkPolicy: External TCP 443 (clerk, front, productboard, slack) — Task 3\n- [x] Web Deployment with liveness/readiness probes on `/api/health/live` and `/api/health/ready` — Task 4\n- [x] Worker Deployment, no probes — Task 4\n- [x] ClusterIP Service port 80→3000 — Task 4\n- [x] Nginx Ingress for `churn-forecast.infrastructure.immuta.io` — Task 4\n- [x] `app.kubernetes.io/name: churn-renewal-forecast` on all resources — Tasks 1–4\n- [x] `app.kubernetes.io/component` on Deployments and Service — Tasks 1, 4\n- [x] Both Deployments use `envFrom` for ConfigMap and Secret — Tasks 2, 4\n- [x] Init Job uses `envFrom` for ConfigMap and Secret — Task 2\n- [x] Single image `registry.ic-ops.net/churn-renewal-forecast:latest` across all workloads — Tasks 2, 4\n- [x] Overlay adds private ingress annotations — Task 6\n- [x] IRSA annotation stub (commented out) — Task 6\n- [x] Every task has a `kustomize build` validation step — Tasks 1–6\n","numLines":769,"startLine":1,"totalLines":769}},"sourceToolAssistantUUID":"ad2f2f3b-dfe1-4485-9388-50f1a462936c","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"41e3949c-4d8a-4dfb-81e3-3b1e712c05ba","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01K7T3vrEA13YVM1mwQevrFK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015aZcXhmCr2d5wgP4rxCM3H","name":"Agent","input":{"description":"Task 6: Cluster overlay implementer","prompt":"You are implementing Task 6 of a Kustomize Kubernetes deployment for the `churn-renewal-forecast` app. All base resources (Tasks 1-5) are already committed — your job is to create the cluster overlay only.\n\n## Context\n\nThis is a Next.js + pg-boss worker app deployed to `eks-shared-infra-use1-2` cluster. The base Kustomize layer is complete at `deploy/kubernetes/base/`. You are creating the overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/`.\n\n## Files to Create\n\nAll in: `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`\n\n### 1. `.app.yaml` — Flux metadata\n\n```yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n### 2. `ingress-patch.yaml` — Strategic merge patch adding private ingress annotations\n\n```yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n annotations:\n service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n nginx.ingress.kubernetes.io/scheme: internal\n```\n\n### 3. `serviceaccount.yaml` — SA patch stub with IRSA annotation commented out\n\n```yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n # annotations:\n # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n```\n\n### 4. `kustomization.yaml` — Overlay root\n\n```yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - ../../base\n\npatches:\n - path: ingress-patch.yaml\n - path: serviceaccount.yaml\n```\n\n## Steps\n\n1. Create the directory: `mkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n2. Write all four files exactly as shown above\n3. Validate: `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n - Expected: All base resources + the Ingress should now have both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations\n - If `kustomize` is not installed, try `kubectl kustomize deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n4. Commit:\n ```bash\n git add deploy/kubernetes/deploy/\n git commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n ```\n\n## Important\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Do NOT modify any existing files — only create these four new files\n- Do NOT use `cat`, `head`, or `tail` — use the Read tool to read files\n- The `.app.yaml` filename starts with a dot — make sure it's created correctly\n\n## Status\n\nWhen done, report:\n- **Status:** DONE\n- **Commit SHA:** (the short SHA)\n- Validation output summary (confirm annotations appeared on the Ingress)\n","model":"haiku"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":8995,"cache_read_input_tokens":53614,"output_tokens":1000,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":8995,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1000,"cache_read_input_tokens":53614,"cache_creation_input_tokens":8995,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":8995},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBAy5gB8UAUzwtCpQ8KD","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"b31ad947-7570-446f-a402-447d6b0bfe4a","timestamp":"2026-05-19T02:54:26.975Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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Task 6 is complete.\n\n## Status: DONE\n\n**Commit SHA:** `01d92e24`\n\n**Validation Summary:**\n✓ All four files created in `/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n- `.app.yaml` — Flux metadata\n- `ingress-patch.yaml` — Private ingress annotations\n- `serviceaccount.yaml` — SA patch stub with IRSA commented out\n- `kustomization.yaml` — Overlay root with patches applied\n\n✓ **Kustomize build validation passed:** The Ingress resource now correctly includes both annotations:\n- `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` (internal AWS load balancer)\n- `nginx.ingress.kubernetes.io/scheme: internal` (internal NGINX scheme)\n\nAll base resources and patches merged successfully. The overlay is ready for deployment to the `eks-shared-infra-use1-2` cluster."},{"type":"text","text":"agentId: a7a17fd1bc7727fdc (use SendMessage with to: 'a7a17fd1bc7727fdc' to continue this agent)\n<usage>total_tokens: 34970\ntool_uses: 7\nduration_ms: 152357</usage>"}]}]},"uuid":"e8e1e6fc-aaea-43da-a982-61f4f0c139bd","timestamp":"2026-05-19T02:56:59.540Z","toolUseResult":{"status":"completed","prompt":"You are implementing Task 6 of a Kustomize Kubernetes deployment for the `churn-renewal-forecast` app. All base resources (Tasks 1-5) are already committed — your job is to create the cluster overlay only.\n\n## Context\n\nThis is a Next.js + pg-boss worker app deployed to `eks-shared-infra-use1-2` cluster. The base Kustomize layer is complete at `deploy/kubernetes/base/`. You are creating the overlay at `deploy/kubernetes/deploy/eks-shared-infra-use1-2/`.\n\n## Files to Create\n\nAll in: `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`\n\n### 1. `.app.yaml` — Flux metadata\n\n```yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n### 2. `ingress-patch.yaml` — Strategic merge patch adding private ingress annotations\n\n```yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n annotations:\n service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"\n nginx.ingress.kubernetes.io/scheme: internal\n```\n\n### 3. `serviceaccount.yaml` — SA patch stub with IRSA annotation commented out\n\n```yaml\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: churn-renewal-forecast\n namespace: churn-renewal-forecast\n # annotations:\n # eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast\n```\n\n### 4. `kustomization.yaml` — Overlay root\n\n```yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n - ../../base\n\npatches:\n - path: ingress-patch.yaml\n - path: serviceaccount.yaml\n```\n\n## Steps\n\n1. Create the directory: `mkdir -p deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n2. Write all four files exactly as shown above\n3. Validate: `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n - Expected: All base resources + the Ingress should now have both `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` and `nginx.ingress.kubernetes.io/scheme: internal` annotations\n - If `kustomize` is not installed, try `kubectl kustomize deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n4. Commit:\n ```bash\n git add deploy/kubernetes/deploy/\n git commit -m \"feat: add eks-shared-infra-use1-2 overlay (private ingress, sa stub)\"\n ```\n\n## Important\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Do NOT modify any existing files — only create these four new files\n- Do NOT use `cat`, `head`, or `tail` — use the Read tool to read files\n- The `.app.yaml` filename starts with a dot — make sure it's created correctly\n\n## Status\n\nWhen done, report:\n- **Status:** DONE\n- **Commit SHA:** (the short SHA)\n- Validation output summary (confirm annotations appeared on the Ingress)\n","agentId":"a7a17fd1bc7727fdc","agentType":"general-purpose","content":[{"type":"text","text":"Perfect! Task 6 is complete.\n\n## Status: DONE\n\n**Commit SHA:** `01d92e24`\n\n**Validation Summary:**\n✓ All four files created in `/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n- `.app.yaml` — Flux metadata\n- `ingress-patch.yaml` — Private ingress annotations\n- `serviceaccount.yaml` — SA patch stub with IRSA commented out\n- `kustomization.yaml` — Overlay root with patches applied\n\n✓ **Kustomize build validation passed:** The Ingress resource now correctly includes both annotations:\n- `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"` (internal AWS load balancer)\n- `nginx.ingress.kubernetes.io/scheme: internal` (internal NGINX scheme)\n\nAll base resources and patches merged successfully. The overlay is ready for deployment to the `eks-shared-infra-use1-2` cluster."}],"totalDurationMs":152357,"totalTokens":34970,"totalToolUseCount":7,"usage":{"input_tokens":4,"cache_creation_input_tokens":357,"cache_read_input_tokens":34373,"output_tokens":236,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":357},"inference_geo":"","iterations":[{"input_tokens":4,"output_tokens":236,"cache_read_input_tokens":34373,"cache_creation_input_tokens":357,"cache_creation":{"ephemeral_5m_input_tokens":357,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":0,"searchCount":0,"bashCount":3,"editFileCount":4,"linesAdded":31,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"b31ad947-7570-446f-a402-447d6b0bfe4a","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"d24ce8ae-af7d-482d-9280-82948933eeed","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01FLTKQBzoFp96Sxj4XbATru","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015W2hdoQNESYNvMAFE4w3ja","name":"Agent","input":{"description":"Spec review: Task 6 cluster overlay","prompt":"You are a spec compliance reviewer. Check whether the implementation matches the spec exactly.\n\n## Spec Requirements for Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n\nFour files must exist in `deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n\n### `.app.yaml`\n```yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n### `ingress-patch.yaml`\nStrategic merge patch adding:\n- `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n- `nginx.ingress.kubernetes.io/scheme: internal`\nOn the Ingress named `churn-renewal-forecast` in namespace `churn-renewal-forecast`.\n\n### `serviceaccount.yaml`\nSA patch stub — IRSA annotation commented out:\n- `eks.amazonaws.com/role-arn` annotation must be present but commented out\n- SA name: `churn-renewal-forecast`, namespace: `churn-renewal-forecast`\n\n### `kustomization.yaml`\n- `resources` references `../../base`\n- `patches` lists `ingress-patch.yaml` and `serviceaccount.yaml`\n\n## What to Check\n\nRead all four files and verify they match the spec. Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nNote: `.app.yaml` starts with a dot — check it exists.\n\n## Report\n\nReturn either:\n- ✅ **COMPLIANT** — all four files match spec\n- ❌ **NON-COMPLIANT** — list specific gaps or extras per file\n","model":"haiku"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1314,"cache_read_input_tokens":62609,"output_tokens":520,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1314,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":520,"cache_read_input_tokens":62609,"cache_creation_input_tokens":1314,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1314},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBBBKwFpSyRr8N8qhetz","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"9b4506d3-92ba-43f1-986b-e0f728c411b7","timestamp":"2026-05-19T02:57:06.507Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
{"parentUuid":"9b4506d3-92ba-43f1-986b-e0f728c411b7","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015W2hdoQNESYNvMAFE4w3ja","type":"tool_result","content":[{"type":"text","text":"**✅ COMPLIANT**\n\nAll four files exist and match the spec:\n\n1. **`.app.yaml`** ✓\n - Contains all required fields: `app`, `namespace`, `cluster` with correct values\n\n2. **`ingress-patch.yaml`** ✓\n - Strategic merge patch format with both required annotations:\n - `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n - `nginx.ingress.kubernetes.io/scheme: internal`\n - Targets correct Ingress: `churn-renewal-forecast` in namespace `churn-renewal-forecast`\n\n3. **`serviceaccount.yaml`** ✓\n - SA with correct name and namespace\n - IRSA annotation present and properly commented out with `#`\n\n4. **`kustomization.yaml`** ✓\n - `resources` references `../../base`\n - `patches` lists both `ingress-patch.yaml` and `serviceaccount.yaml`"},{"type":"text","text":"agentId: ae9d68719f8f5688d (use SendMessage with to: 'ae9d68719f8f5688d' to continue this agent)\n<usage>total_tokens: 31028\ntool_uses: 4\nduration_ms: 4960</usage>"}]}]},"uuid":"aec5ffb0-1339-452a-823a-8dec3becfb24","timestamp":"2026-05-19T02:57:11.668Z","toolUseResult":{"status":"completed","prompt":"You are a spec compliance reviewer. Check whether the implementation matches the spec exactly.\n\n## Spec Requirements for Task 6: Cluster Overlay (eks-shared-infra-use1-2)\n\nFour files must exist in `deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n\n### `.app.yaml`\n```yaml\napp: churn-renewal-forecast\nnamespace: churn-renewal-forecast\ncluster: eks-shared-infra-use1-2\n```\n\n### `ingress-patch.yaml`\nStrategic merge patch adding:\n- `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n- `nginx.ingress.kubernetes.io/scheme: internal`\nOn the Ingress named `churn-renewal-forecast` in namespace `churn-renewal-forecast`.\n\n### `serviceaccount.yaml`\nSA patch stub — IRSA annotation commented out:\n- `eks.amazonaws.com/role-arn` annotation must be present but commented out\n- SA name: `churn-renewal-forecast`, namespace: `churn-renewal-forecast`\n\n### `kustomization.yaml`\n- `resources` references `../../base`\n- `patches` lists `ingress-patch.yaml` and `serviceaccount.yaml`\n\n## What to Check\n\nRead all four files and verify they match the spec. Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n\nNote: `.app.yaml` starts with a dot — check it exists.\n\n## Report\n\nReturn either:\n- ✅ **COMPLIANT** — all four files match spec\n- ❌ **NON-COMPLIANT** — list specific gaps or extras per file\n","agentId":"ae9d68719f8f5688d","agentType":"general-purpose","content":[{"type":"text","text":"**✅ COMPLIANT**\n\nAll four files exist and match the spec:\n\n1. **`.app.yaml`** ✓\n - Contains all required fields: `app`, `namespace`, `cluster` with correct values\n\n2. **`ingress-patch.yaml`** ✓\n - Strategic merge patch format with both required annotations:\n - `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n - `nginx.ingress.kubernetes.io/scheme: internal`\n - Targets correct Ingress: `churn-renewal-forecast` in namespace `churn-renewal-forecast`\n\n3. **`serviceaccount.yaml`** ✓\n - SA with correct name and namespace\n - IRSA annotation present and properly commented out with `#`\n\n4. **`kustomization.yaml`** ✓\n - `resources` references `../../base`\n - `patches` lists both `ingress-patch.yaml` and `serviceaccount.yaml`"}],"totalDurationMs":4960,"totalTokens":31028,"totalToolUseCount":4,"usage":{"input_tokens":6,"cache_creation_input_tokens":923,"cache_read_input_tokens":29858,"output_tokens":241,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":923},"inference_geo":"","iterations":[{"input_tokens":6,"output_tokens":241,"cache_read_input_tokens":29858,"cache_creation_input_tokens":923,"cache_creation":{"ephemeral_5m_input_tokens":923,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":4,"searchCount":0,"bashCount":0,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"9b4506d3-92ba-43f1-986b-e0f728c411b7","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"f2154f80-9b1a-46f9-9851-2d242a232a1c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01KkpfSPBB6xBeqkYy9yYubK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QiEszvkfM6jP14Knm1zGMP","name":"Agent","input":{"description":"Code quality review: Task 6 cluster overlay","prompt":"You are a code quality reviewer. Review the implementation quality of a Kustomize cluster overlay.\n\n## Files to Review\n\nAll in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n- `.app.yaml`\n- `ingress-patch.yaml`\n- `serviceaccount.yaml`\n- `kustomization.yaml`\n\nAlso check the full overlay build output with: `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n\n## What to Check\n\n1. **Patch correctness** — Do the strategic merge patches include the minimum required fields to uniquely identify the target resource? (apiVersion, kind, name, namespace are needed for Kustomize to match the patch to the right resource)\n2. **Overlay scope** — Does the overlay only contain cluster-specific overrides, or does it duplicate base content unnecessarily?\n3. **YAML quality** — Proper formatting, no trailing whitespace\n4. **Commented annotation** — Is the commented-out IRSA annotation legible and correctly formatted (commented-out YAML, not broken syntax)?\n5. **Build output** — Does the full overlay build succeed cleanly? Are the private ingress annotations present on the rendered Ingress?\n\n## Report\n\nReturn either:\n- ✅ **APPROVED** — quality is solid\n- ❌ **ISSUES** — list specific problems with severity (Critical / Important / Minor)\n","model":"haiku"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":839,"cache_read_input_tokens":63923,"output_tokens":440,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":839,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":440,"cache_read_input_tokens":63923,"cache_creation_input_tokens":839,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":839},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBBCE2q1ouun39a8scWy","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"0c2f8137-6978-4532-a6db-5783735d763c","timestamp":"2026-05-19T02:57:19.136Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
{"parentUuid":"0c2f8137-6978-4532-a6db-5783735d763c","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QiEszvkfM6jP14Knm1zGMP","type":"tool_result","content":[{"type":"text","text":"## Summary\n\nI have completed a comprehensive code quality review of the Kustomize cluster overlay. Here are my findings:\n\n**APPROVED**\n\nThe overlay meets all quality standards:\n\n1. **Patch Correctness** ✓\n - Both patches include all required identification fields: `apiVersion`, `kind`, `metadata.name`, and `metadata.namespace`\n - Kustomize correctly matches patches to base resources (Ingress and ServiceAccount)\n - Annotations are properly merged into the Ingress via strategic merge patch\n\n2. **Overlay Scope** ✓\n - The overlay contains only cluster-specific overrides (private ingress annotations)\n - No base content is duplicated\n - Correctly references base via `../../base` relative path\n - Patches use strategic merge (not replace), preserving base spec fields\n\n3. **YAML Quality** ✓\n - All files are properly formatted with valid YAML syntax\n - No trailing whitespace detected\n - Consistent indentation throughout\n\n4. **Commented Annotation** ✓\n - The commented-out IRSA annotation in `serviceaccount.yaml` is properly formatted as valid YAML comments\n - The annotation syntax is correct: `eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast`\n - Uses correct placeholder `ACCOUNT_ID` for future enablement\n\n5. **Build Output** ✓\n - Overlay builds cleanly with no errors\n - Private ingress annotations are correctly applied to the rendered Ingress:\n - `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n - `nginx.ingress.kubernetes.io/scheme: internal`\n - All base resources render successfully with proper merging\n\n6. **Bonus: .app.yaml** ✓\n - The `.app.yaml` metadata file is correctly formatted and documented\n - It serves as Flux app metadata (referenced in project docs)\n - Contains cluster-specific metadata: app name, namespace, and target cluster\n\nAll files are located at:\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`"},{"type":"text","text":"agentId: ae39e087067729feb (use SendMessage with to: 'ae39e087067729feb' to continue this agent)\n<usage>total_tokens: 42365\ntool_uses: 29\nduration_ms: 116190</usage>"}]}]},"uuid":"0c72334c-12e0-4832-8c1d-1dab3fa058b2","timestamp":"2026-05-19T02:59:15.527Z","toolUseResult":{"status":"completed","prompt":"You are a code quality reviewer. Review the implementation quality of a Kustomize cluster overlay.\n\n## Files to Review\n\nAll in `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/`:\n- `.app.yaml`\n- `ingress-patch.yaml`\n- `serviceaccount.yaml`\n- `kustomization.yaml`\n\nAlso check the full overlay build output with: `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2`\n\n## What to Check\n\n1. **Patch correctness** — Do the strategic merge patches include the minimum required fields to uniquely identify the target resource? (apiVersion, kind, name, namespace are needed for Kustomize to match the patch to the right resource)\n2. **Overlay scope** — Does the overlay only contain cluster-specific overrides, or does it duplicate base content unnecessarily?\n3. **YAML quality** — Proper formatting, no trailing whitespace\n4. **Commented annotation** — Is the commented-out IRSA annotation legible and correctly formatted (commented-out YAML, not broken syntax)?\n5. **Build output** — Does the full overlay build succeed cleanly? Are the private ingress annotations present on the rendered Ingress?\n\n## Report\n\nReturn either:\n- ✅ **APPROVED** — quality is solid\n- ❌ **ISSUES** — list specific problems with severity (Critical / Important / Minor)\n","agentId":"ae39e087067729feb","agentType":"general-purpose","content":[{"type":"text","text":"## Summary\n\nI have completed a comprehensive code quality review of the Kustomize cluster overlay. Here are my findings:\n\n**APPROVED**\n\nThe overlay meets all quality standards:\n\n1. **Patch Correctness** ✓\n - Both patches include all required identification fields: `apiVersion`, `kind`, `metadata.name`, and `metadata.namespace`\n - Kustomize correctly matches patches to base resources (Ingress and ServiceAccount)\n - Annotations are properly merged into the Ingress via strategic merge patch\n\n2. **Overlay Scope** ✓\n - The overlay contains only cluster-specific overrides (private ingress annotations)\n - No base content is duplicated\n - Correctly references base via `../../base` relative path\n - Patches use strategic merge (not replace), preserving base spec fields\n\n3. **YAML Quality** ✓\n - All files are properly formatted with valid YAML syntax\n - No trailing whitespace detected\n - Consistent indentation throughout\n\n4. **Commented Annotation** ✓\n - The commented-out IRSA annotation in `serviceaccount.yaml` is properly formatted as valid YAML comments\n - The annotation syntax is correct: `eks.amazonaws.com/role-arn: arn:aws:iam::ACCOUNT_ID:role/churn-renewal-forecast`\n - Uses correct placeholder `ACCOUNT_ID` for future enablement\n\n5. **Build Output** ✓\n - Overlay builds cleanly with no errors\n - Private ingress annotations are correctly applied to the rendered Ingress:\n - `service.beta.kubernetes.io/aws-load-balancer-internal: \"true\"`\n - `nginx.ingress.kubernetes.io/scheme: internal`\n - All base resources render successfully with proper merging\n\n6. **Bonus: .app.yaml** ✓\n - The `.app.yaml` metadata file is correctly formatted and documented\n - It serves as Flux app metadata (referenced in project docs)\n - Contains cluster-specific metadata: app name, namespace, and target cluster\n\nAll files are located at:\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/.app.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/ingress-patch.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/serviceaccount.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/deploy/eks-shared-infra-use1-2/kustomization.yaml`"}],"totalDurationMs":116190,"totalTokens":42365,"totalToolUseCount":29,"usage":{"input_tokens":1,"cache_creation_input_tokens":146,"cache_read_input_tokens":41556,"output_tokens":662,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":146},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":662,"cache_read_input_tokens":41556,"cache_creation_input_tokens":146,"cache_creation":{"ephemeral_5m_input_tokens":146,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"toolStats":{"readCount":8,"searchCount":0,"bashCount":21,"editFileCount":0,"linesAdded":0,"linesRemoved":0,"otherToolCount":0}},"sourceToolAssistantUUID":"0c2f8137-6978-4532-a6db-5783735d763c","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
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{"parentUuid":"7af4919e-862b-486a-9776-3054f886f07c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_01FQUUbffynUyWdiu2SiKxVr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01YS4Fnw2VZWHcUS7LGZgk4N","name":"Agent","input":{"description":"Final code review: full Kustomize deployment","prompt":"You are doing a final code review of a complete Kustomize Kubernetes deployment. Review the entire implementation holistically — not just individual files.\n\n## What Was Built\n\nA full Kustomize deployment for `churn-renewal-forecast` (Next.js + pg-boss worker) at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/`.\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Review Checklist\n\nRead all files and check:\n\n1. **Label consistency** — All resources must have `app.kubernetes.io/name: churn-renewal-forecast`. Deployments and Service must also have `app.kubernetes.io/component: web` or `worker` as appropriate.\n\n2. **Image consistency** — All workloads (web deployment, worker deployment, init job) use `registry.ic-ops.net/churn-renewal-forecast:latest`.\n\n3. **envFrom consistency** — All workloads reference `churn-renewal-forecast-config` (ConfigMap) and `churn-renewal-forecast` (Secret).\n\n4. **Namespace consistency** — Every namespaced resource must declare `namespace: churn-renewal-forecast`.\n\n5. **Overlay correctness** — Does `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2` succeed cleanly? Run it and check.\n\n6. **Health probes** — Web deployment has liveness (`/api/health/live`) and readiness (`/api/health/ready`) probes. Worker deployment has none (correct — it's a queue consumer).\n\n7. **Network policies** — Three policies: DNS (UDP 53), RDS (TCP 5432), external HTTPS (TCP 443 to clerk/front/productboard/slack FQDNs).\n\n8. **No ArgoCD annotations** — No ArgoCD-specific annotations anywhere.\n\n9. **ExternalSecret** — Has all 6 vault keys: DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN.\n\n## Report\n\n- List any issues found with severity: **Critical** (blocks deployment), **Important** (should fix), or **Minor** (cosmetic)\n- End with either: ✅ **Ready to merge** or ❌ **Issues to resolve**\n","model":"sonnet"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":88,"cache_read_input_tokens":65934,"output_tokens":971,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":88,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":971,"cache_read_input_tokens":65934,"cache_creation_input_tokens":88,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":88},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBBMZRPxCuY2R15TZMsp","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"74e29ad0-29e8-4432-9cd7-e88058a359fa","timestamp":"2026-05-19T02:59:32.360Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main","slug":"shimmering-mixing-hollerith"}
{"parentUuid":"74e29ad0-29e8-4432-9cd7-e88058a359fa","isSidechain":false,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YS4Fnw2VZWHcUS7LGZgk4N","type":"tool_result","content":[{"type":"text","text":"Good — the strategic merge patch merges rather than replaces, so the base label is preserved. The build output is clean. Let me now compile the full findings.\n\n---\n\nYo Sir Charles of St Cheese, no cap this review is bussin — let me break it all down fr fr.\n\n## kustomize build\n\n`kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2` exits 0 with no errors. All 13 resources render cleanly.\n\n---\n\n## Findings\n\n### Critical\n\nNone.\n\n### Important\n\n**1. RDS network policy allows all egress on port 5432, not just RDS** (`base/netpol/allow-rds.yaml`)\n\n`toCIDR: 0.0.0.0/0` on port 5432 means any pod in the namespace can reach any IP on Postgres port — not just your RDS instance. This is intended as a practical workaround when the RDS CIDR isn't known statically, but it means a compromised pod could exfiltrate to any Postgres-speaking host on the internet. If you can pin the RDS CIDR block (e.g. the VPC CIDR or a specific subnet range), that's strongly preferred. If this is a known/accepted tradeoff for your environment, document it with a comment.\n\n**2. Overlay serviceaccount patch leaves IRSA annotation commented out** (`deploy/eks-shared-infra-use1-2/serviceaccount.yaml`)\n\nThe commented-out `eks.amazonaws.com/role-arn` means the ServiceAccount has no IRSA role attached. If the app or worker ever needs to call AWS APIs (e.g. Secrets Manager, SQS, S3), it will fail silently at runtime. Right now the app uses Vault via ExternalSecret so this is fine — but leaving dead commented config in the overlay is a landmine for whoever adds AWS access later and doesn't notice it's commented out. Either remove the comment block entirely or fill in the real ARN.\n\n**3. Migrate Job has no `activeDeadlineSeconds`** (`base/init/job.yaml`)\n\n`backoffLimit: 3` retries 3 times but there's no wall-clock deadline. If the DB is unreachable, the job will retry indefinitely (exponential backoff, up to ~10 min between retries) and never terminate on its own beyond the backoff count. Add `activeDeadlineSeconds: 300` or similar to bound total job lifetime and avoid a hung init blocking ArgoCD sync (or equivalent deploy tool) indefinitely.\n\n### Minor\n\n**4. Empty ConfigMap values in `app-config.env`**\n\nThree keys ship with empty values:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=\nSLACK_TEST_CHANNEL=\n```\nThese are rendered into the ConfigMap as empty strings and injected into every pod's environment. If these are truly optional/dev-only, they're harmless but noisy. If they're required at runtime, the app will fail silently with empty env vars rather than a clear startup error. Either populate them in the overlay or remove them if they're not used in production.\n\n**5. `ingress-patch.yaml` annotation `service.beta.kubernetes.io/aws-load-balancer-internal`** is a no-op with nginx ingress\n\nThe `service.beta.kubernetes.io/aws-load-balancer-internal` annotation applies to `Service` objects of type `LoadBalancer`, not to `Ingress` objects. The ingress controller doesn't read it. The actual internal routing behavior is controlled by `nginx.ingress.kubernetes.io/scheme: internal`, which is correct. The AWS annotation is dead code — remove it to avoid confusion.\n\n**6. Base ingress has no annotations** (`base/services/ingress.yaml`)\n\n`ingressClassName: nginx` is set at the spec level (correct), but there are zero annotations on the base Ingress. This is fine structurally — the overlay patch adds the scheme annotation. Just worth noting that the base is bare-bones intentionally, which is the right Kustomize pattern.\n\n---\n\n## Checklist Results\n\n| Item | Status |\n|---|---|\n| Label consistency (`app.kubernetes.io/name`) | All 13 resources have it |\n| Component labels on Deployments + Service | web, worker, migrate all correct |\n| Image consistency | All 3 workloads use `registry.ic-ops.net/churn-renewal-forecast:latest` |\n| envFrom consistency | All 3 workloads reference `churn-renewal-forecast-config` + `churn-renewal-forecast` |\n| Namespace consistency | All namespaced resources declare `churn-renewal-forecast` |\n| Overlay build | Passes cleanly |\n| Web health probes | `/api/health/live` + `/api/health/ready` present |\n| Worker has no health probes | Correct — none present |\n| Network policies | DNS (UDP 53), RDS (TCP 5432), external HTTPS (TCP 443) — all 3 present |\n| No ArgoCD annotations | None found anywhere |\n| ExternalSecret has all 6 vault keys | DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN — all present |\n\n---\n\n## Verdict\n\nThe deployment is structurally sound — it builds, labels are consistent, probes are correct, secrets are correct, and there are no ArgoCD annotations. The two Important issues (RDS CIDR breadth and the hanging Job deadline) are worth addressing before this hits production. The minor issues are cosmetic or low-risk.\n\n❌ **Issues to resolve** — address findings #1 and #3 (Important severity) before merging, fr fr no cap. After those are fixed, this slaps. The ExternalSecret setup especially ate, pookie."},{"type":"text","text":"agentId: aa78b67ac66353a1e (use SendMessage with to: 'aa78b67ac66353a1e' to continue this agent)\n<usage>total_tokens: 25287\ntool_uses: 23\nduration_ms: 73851</usage>"}]}]},"uuid":"46e54874-43d0-44fd-ac12-09856a1439da","timestamp":"2026-05-19T03:00:46.417Z","toolUseResult":{"status":"completed","prompt":"You are doing a final code review of a complete Kustomize Kubernetes deployment. Review the entire implementation holistically — not just individual files.\n\n## What Was Built\n\nA full Kustomize deployment for `churn-renewal-forecast` (Next.js + pg-boss worker) at `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/`.\n\n```\ndeploy/kubernetes/\n├── base/\n│ ├── kustomization.yaml\n│ ├── bootstrap/\n│ │ ├── kustomization.yaml\n│ │ ├── namespace.yaml\n│ │ ├── serviceaccount.yaml\n│ │ ├── secret.yaml # ExternalSecret from Vault\n│ │ └── app-config.env # ConfigMap values\n│ ├── init/\n│ │ ├── kustomization.yaml\n│ │ └── job.yaml # Prisma migrate deploy\n│ ├── netpol/\n│ │ ├── kustomization.yaml\n│ │ ├── allow-dns.yaml\n│ │ ├── allow-rds.yaml\n│ │ └── allow-external.yaml\n│ └── services/\n│ ├── kustomization.yaml\n│ ├── web-deployment.yaml\n│ ├── worker-deployment.yaml\n│ ├── service.yaml\n│ └── ingress.yaml\n└── deploy/\n └── eks-shared-infra-use1-2/\n ├── kustomization.yaml\n ├── .app.yaml\n ├── ingress-patch.yaml\n └── serviceaccount.yaml\n```\n\n## Review Checklist\n\nRead all files and check:\n\n1. **Label consistency** — All resources must have `app.kubernetes.io/name: churn-renewal-forecast`. Deployments and Service must also have `app.kubernetes.io/component: web` or `worker` as appropriate.\n\n2. **Image consistency** — All workloads (web deployment, worker deployment, init job) use `registry.ic-ops.net/churn-renewal-forecast:latest`.\n\n3. **envFrom consistency** — All workloads reference `churn-renewal-forecast-config` (ConfigMap) and `churn-renewal-forecast` (Secret).\n\n4. **Namespace consistency** — Every namespaced resource must declare `namespace: churn-renewal-forecast`.\n\n5. **Overlay correctness** — Does `kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2` succeed cleanly? Run it and check.\n\n6. **Health probes** — Web deployment has liveness (`/api/health/live`) and readiness (`/api/health/ready`) probes. Worker deployment has none (correct — it's a queue consumer).\n\n7. **Network policies** — Three policies: DNS (UDP 53), RDS (TCP 5432), external HTTPS (TCP 443 to clerk/front/productboard/slack FQDNs).\n\n8. **No ArgoCD annotations** — No ArgoCD-specific annotations anywhere.\n\n9. **ExternalSecret** — Has all 6 vault keys: DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN.\n\n## Report\n\n- List any issues found with severity: **Critical** (blocks deployment), **Important** (should fix), or **Minor** (cosmetic)\n- End with either: ✅ **Ready to merge** or ❌ **Issues to resolve**\n","agentId":"aa78b67ac66353a1e","agentType":"general-purpose","content":[{"type":"text","text":"Good — the strategic merge patch merges rather than replaces, so the base label is preserved. The build output is clean. Let me now compile the full findings.\n\n---\n\nYo Sir Charles of St Cheese, no cap this review is bussin — let me break it all down fr fr.\n\n## kustomize build\n\n`kustomize build deploy/kubernetes/deploy/eks-shared-infra-use1-2` exits 0 with no errors. All 13 resources render cleanly.\n\n---\n\n## Findings\n\n### Critical\n\nNone.\n\n### Important\n\n**1. RDS network policy allows all egress on port 5432, not just RDS** (`base/netpol/allow-rds.yaml`)\n\n`toCIDR: 0.0.0.0/0` on port 5432 means any pod in the namespace can reach any IP on Postgres port — not just your RDS instance. This is intended as a practical workaround when the RDS CIDR isn't known statically, but it means a compromised pod could exfiltrate to any Postgres-speaking host on the internet. If you can pin the RDS CIDR block (e.g. the VPC CIDR or a specific subnet range), that's strongly preferred. If this is a known/accepted tradeoff for your environment, document it with a comment.\n\n**2. Overlay serviceaccount patch leaves IRSA annotation commented out** (`deploy/eks-shared-infra-use1-2/serviceaccount.yaml`)\n\nThe commented-out `eks.amazonaws.com/role-arn` means the ServiceAccount has no IRSA role attached. If the app or worker ever needs to call AWS APIs (e.g. Secrets Manager, SQS, S3), it will fail silently at runtime. Right now the app uses Vault via ExternalSecret so this is fine — but leaving dead commented config in the overlay is a landmine for whoever adds AWS access later and doesn't notice it's commented out. Either remove the comment block entirely or fill in the real ARN.\n\n**3. Migrate Job has no `activeDeadlineSeconds`** (`base/init/job.yaml`)\n\n`backoffLimit: 3` retries 3 times but there's no wall-clock deadline. If the DB is unreachable, the job will retry indefinitely (exponential backoff, up to ~10 min between retries) and never terminate on its own beyond the backoff count. Add `activeDeadlineSeconds: 300` or similar to bound total job lifetime and avoid a hung init blocking ArgoCD sync (or equivalent deploy tool) indefinitely.\n\n### Minor\n\n**4. Empty ConfigMap values in `app-config.env`**\n\nThree keys ship with empty values:\n```\nNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=\nNEXT_PUBLIC_PRODUCTBOARD_WORKSPACE=\nSLACK_TEST_CHANNEL=\n```\nThese are rendered into the ConfigMap as empty strings and injected into every pod's environment. If these are truly optional/dev-only, they're harmless but noisy. If they're required at runtime, the app will fail silently with empty env vars rather than a clear startup error. Either populate them in the overlay or remove them if they're not used in production.\n\n**5. `ingress-patch.yaml` annotation `service.beta.kubernetes.io/aws-load-balancer-internal`** is a no-op with nginx ingress\n\nThe `service.beta.kubernetes.io/aws-load-balancer-internal` annotation applies to `Service` objects of type `LoadBalancer`, not to `Ingress` objects. The ingress controller doesn't read it. The actual internal routing behavior is controlled by `nginx.ingress.kubernetes.io/scheme: internal`, which is correct. The AWS annotation is dead code — remove it to avoid confusion.\n\n**6. Base ingress has no annotations** (`base/services/ingress.yaml`)\n\n`ingressClassName: nginx` is set at the spec level (correct), but there are zero annotations on the base Ingress. This is fine structurally — the overlay patch adds the scheme annotation. Just worth noting that the base is bare-bones intentionally, which is the right Kustomize pattern.\n\n---\n\n## Checklist Results\n\n| Item | Status |\n|---|---|\n| Label consistency (`app.kubernetes.io/name`) | All 13 resources have it |\n| Component labels on Deployments + Service | web, worker, migrate all correct |\n| Image consistency | All 3 workloads use `registry.ic-ops.net/churn-renewal-forecast:latest` |\n| envFrom consistency | All 3 workloads reference `churn-renewal-forecast-config` + `churn-renewal-forecast` |\n| Namespace consistency | All namespaced resources declare `churn-renewal-forecast` |\n| Overlay build | Passes cleanly |\n| Web health probes | `/api/health/live` + `/api/health/ready` present |\n| Worker has no health probes | Correct — none present |\n| Network policies | DNS (UDP 53), RDS (TCP 5432), external HTTPS (TCP 443) — all 3 present |\n| No ArgoCD annotations | None found anywhere |\n| ExternalSecret has all 6 vault keys | DATABASE_URL, CLERK_SECRET_KEY, FRONT_API_TOKEN, FRONT_API_TOKEN_2, PRODUCTBOARD_API_KEY, SLACK_BOT_TOKEN — all present |\n\n---\n\n## Verdict\n\nThe deployment is structurally sound — it builds, labels are consistent, probes are correct, secrets are correct, and there are no ArgoCD annotations. The two Important issues (RDS CIDR breadth and the hanging Job deadline) are worth addressing before this hits production. The minor issues are cosmetic or low-risk.\n\n❌ **Issues to resolve** — address findings #1 and #3 (Important severity) before merging, fr fr no cap. After those are fixed, this slaps. 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Ate that, Sir Charles."},{"type":"text","text":"agentId: a0f4d1970dcf42139 (use SendMessage with to: 'a0f4d1970dcf42139' to continue this agent)\n<usage>total_tokens: 34628\ntool_uses: 6\nduration_ms: 621656</usage>"}]}]},"uuid":"c24ee350-d571-43b3-9f5b-48ee495f5c4b","timestamp":"2026-05-19T03:11:26.135Z","toolUseResult":{"status":"completed","prompt":"You are applying targeted fixes to a Kustomize Kubernetes deployment for `churn-renewal-forecast`. Two files need specific changes.\n\n## Working Directory\n\n`/Users/steve.briggs/projects/churn-renewal-forecast`\n\n## Fix 1: Add `activeDeadlineSeconds` to the migrate Job\n\n**File:** `deploy/kubernetes/base/init/job.yaml`\n\nAdd `activeDeadlineSeconds: 300` to the Job spec (at the same level as `backoffLimit`). 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\u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m288\u001b[39m \u001b[38;2;255;233;170mB\u001b[39m \u001b[38;2;98;209;150mMon May 18 16:11:28 2026\u001b[39m \u001b[38;5;6m\u001b[1m..\u001b[0m","is_error":false}]},"uuid":"059abd63-0fe0-4136-8339-e489ad947a09","timestamp":"2026-05-19T03:15:50.603Z","toolUseResult":{"stdout":".\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m2.4\u001b[39m \u001b[38;2;255;233;170mKB\u001b[39m \u001b[38;2;166;179;204mTue Mar 24 14:46:27 2026\u001b[39m forecast-utils.ts\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m952\u001b[39m \u001b[38;2;255;233;170mB\u001b[39m \u001b[38;2;166;179;204mTue Mar 24 14:46:27 2026\u001b[39m notification-access.ts\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m 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role-filter.ts\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m \u001b[38;2;255;179;120mstaff\u001b[39m \u001b[38;2;255;233;170m273\u001b[39m \u001b[38;2;255;233;170mB\u001b[39m \u001b[38;2;166;179;204mTue Mar 24 14:46:27 2026\u001b[39m sort.ts\n.\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;255;179;120mw\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;98;209;150mr\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;166;179;204m-\u001b[39m\u001b[38;2;99;242;241m\u001b[39m \u001b[38;2;255;233;170msteve.briggs\u001b[39m 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{"type":"last-prompt","lastPrompt":"Nevermind on the gateway, cluster is still using ingresses so that's fine. Can we add the liveness and readiness probe endpoints to the app though?","leafUuid":"428aac92-d1c1-4f82-b9ac-161f00ae378b","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a"}
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