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AI-powered development workflow framework — contract-first specs, multi-agent SDLC, automated quality gates. Commands: create-spec, implement-story, verify-spec, release, security-audit, and more.

Route knowledge retrieval brain-first when a healthy GBrain index is detected — cite the canonical markdown path, keep writes markdown-first, and fall back to grep when a brain is absent or unhealthy.

Change code structure without changing behavior — one verified, independently revertable commit per concern under a continuously green baseline.

Map a data-flow feature's failure modes into Error & Rescue, Shadow Path, and edge-case tables, flagging unplanned handling explicitly.

Grow code test-first through the red → green → refactor cycle, one small unit of behavior at a time.

Explain existing code — its purpose, mechanics, context, and complexity — at a depth proportional to the target.

Write Conventional Commits messages — type, scope, summary, body, and footers — from a diff, matching the project's existing convention when one exists.