agent-output-audit
Agent Output Audit
Independent verification of AI-implemented work. The skill that asks: "Did the implementing agent actually do what task_NN.md says it did?" — not "Would a real user succeed at this product?" (that's qa-execution).
Required Reading Router
Match your task to the row. Read the listed files in full before producing output. They are not appendices — they are load-bearing. Inline content in this SKILL.md is a pointer, not a substitute.
| Task | MUST read |
|---|---|
| Discovering install/lint/test/build/start commands (Step 1) | references/project-signals.md |
| Deciding E2E support and classifying coverage (Step 1) | references/e2e-coverage.md |
| Building the audit scope checklist (Step 2) | references/checklist.md |
| Holding independent-evaluator stance on AI tasks (Step 3) | references/independent-evaluator-protocol.md |
| Scanning test diffs for AI hygiene red flags (Step 4) | references/ai-implementation-audit.md |
| Diagnosing a test that passed on retry without a code change | references/flaky-triage.md |
Reference Index
references/project-signals.md— Heuristics for picking install/lint/test/build/start commands across ecosystems when the repo lacks an umbrella gate.
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