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quality-playbook

Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.

skills/quality-playbook/SKILL.md

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Nov 6, 2026
License
MIT

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# Quality Playbook Generator

## Plan Overview — read this first, then explain it to the user

Before reading any other section of this skill, understand the plan and its dependencies. Each phase produces artifacts that the next phase depends on. Skipping or rushing a phase means every downstream phase works from incomplete information.

**Phase 0 (Prior Run Analysis):** If previous quality runs exist, load their findings as seed data. This is automatic and only applies to re-runs.

**Phase 1 (Explore):** Run the v1.5.3 documentation intake first (`python -m bin.reference_docs_ingest <target>` to walk `reference_docs/` — `cite/` files produce `quality/formal_docs_manifest.json` records; top-level files are loaded as Tier 4 context via `reference_docs_ingest.load_tier4_context(<target>)`). Then explore the codebase in three stages: open exploration driven by domain knowledge, domain-knowledge risk analysis, and selected structured exploration patterns. Write all findings to `quality/EXPLORATION.md`. This file is the foundation — Phase 2 reads it as its primary input.

**Phase 2 (Generate):** Read EXPLORATION.md and produce the quality artifacts: requirements, constitution, functional tests, code review protocol, integration tests, spec audit protocol, TDD protocol. (`AGENTS.md` at the target's repo root is generated by the orchestrator AFTER Phase 6, not by you in Phase 2 — see "File 6" below for the contract.)

**Phase 3 (Code Review):** Run the three-pass code review against HEAD. Write regression tests for every confirmed bug. Generate patches.