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Post-change verification checklist: lint, test, security, diff review
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Basado en la clasificación ocupacional SOC
Debug frontend vanilla JS issues - console errors, rendering bugs, SPA navigation, WebSocket
Automates the process of setting up the first admin user or adding new admins via the bootstrap endpoint. Includes a Python script for easy execution.
Push to remote and wait for CI to pass. If CI fails, read logs, fix bugs, and re-push. Repeat until green.
Use when building or debugging LangGraph multi-agent systems - eval-first execution, task decomposition, model routing by complexity, and cost discipline
Use when AI agent modifies API routes or backend logic - catch systematic blind spots where the same model writes and reviews code
Use when making or recording significant architectural decisions - capture context, alternatives, and rationale as structured ADRs
| name | verification-loop |
| description | Post-change verification checklist: lint, test, security, diff review |
Run these checks in order:
.venv\Scripts\python.exe -m ruff check core/ api/
.venv\Scripts\python.exe -m ruff check --select ANN core/ api/
.venv\Scripts\python.exe -m pytest tests/ --no-cov -q
rg "password|api_key|secret" --type pyrg "f\".*SELECT.*\+" --type pyrg "innerHTML.*\+" web/js/git diff --stat
git diff
.venv\Scripts\python.exe -c "import json; json.load(open('web/js/i18n/en.json')); json.load(open('web/js/i18n/zh-TW.json')); print('OK')"
✅ Lint: passed
✅ Tests: 407 passed
✅ Security: no secrets found
✅ Diff: 5 files changed (+120, -30)