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Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three...
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'.
Auto-detected from SKILL.md: use when running a quality playbook or spec audit across repositories.
Quality Playbook is a comprehensive quality engineering audit skill for codebases, spanning 7 phases from exploration through spec audit to TDD-verified patches. The SKILL.md is exceptionally detailed (~290K chars) with clear phase contracts, guardrails, and output schemas. No scripts were bundled for execution testing. Security is generally strong — explicit guardrails prevent modifying source outside quality/, forbid sub-agent delegation, and enforce source-unchanged invariants. Minor deductions for os.system/subprocess references in prose and the sheer verbosity creating potential for misuse via prompt injection in the very long instructions.
This is a well-structured, thoughtfully designed skill for quality engineering audits. The architecture follows the AgentSkills spec closely with proper frontmatter, clear phase separation, and reference-based progressive disclosure. The main concern is the sheer size — at ~290K chars of SKILL.md, it will consume significant tokens and may hit context limits on smaller models. Security posture is good: explicit guardrails against source modification, sub-agent delegation, and credential exposure. No hardcoded secrets, no destructive commands, no exfiltration instructions. The skill requires the full QPB repo to be cloned for runner-driven mode, which is a practical usability barrier.
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