Parallel pipeline orchestrator — launch multiple /proceed sessions concurrently across REQs, monitor progress, and report status. Use when the user says "sprint", "run these REQs in parallel", "proceed with all approved REQs", "launch a sprint", or wants to advance multiple requirements simultaneously.
Codebase health audit — identify technical debt, quality issues, and improvement opportunities
End-to-end ADLC pipeline that takes a requirement from spec through to deployed. Takes a REQ number as argument and runs validate → fix → architect → fix → implement → verify (reflect + review) → create PR → wrapup (merge, deploy, knowledge capture). Use when the user says "proceed", "proceed with REQ-xxx", "run the pipeline", "take REQ-xxx to completion", "implement REQ-xxx end to end", or wants to advance a drafted requirement all the way through to deployment in one shot.
Write requirement specs from feature requests
Close out a completed feature — update ADLC artifacts, log knowledge, and summarize
Bootstrap .adlc/ structure in a new repo or subdirectory
Detect drift across ALL the sync surfaces `/init` vendors into a project — `.adlc/templates/*.md`, `.adlc/partials/*.sh`, `.adlc/ETHOS.md`, and the workflow runtime (`.adlc/workflows/adlc-sprint.workflow.js` + `README.md`) — against the canonical copies in `~/.claude/skills/`. Use when the user says "check template drift", "template drift", "are my templates out of date", or wants to know whether toolkit template, partial, ETHOS, or workflow-engine updates have landed in this project yet. Reports a per-file diff summary, flags intentional customizations from accidental staleness for templates and ETHOS (template-posture), and reports partial and workflow-runtime drift as `stale` (shared executable code — no customization classification). For ETHOS, always names any canonical principle missing from the project copy. Also flags stale `node:test`/`*.test.js` files left under `.adlc/workflows/` by an older `/init` (a Jest landmine in `"type":"module"` repos).
Design architecture and break requirement into tasks