ln-633-test-value-auditor

SKILL.md

Receives contextStore with Impact/Probability matrices, test file list.

1) Parse context 2) For each test: calculate Usefulness Score 3) Classify: KEEP (≥15), REVIEW (10-14), REMOVE (<10) 4) Collect findings 5) Calculate score 6) Return JSON

| 5 | Critical | Money loss, security breach, data corruption | | 4 | High | Core flow breaks (checkout, login, registration) | | 3 | Medium | Feature partially broken, degraded UX | | 2 | Low | Minor UX issue, cosmetic bug | | 1 | Trivial | Cosmetic issue, no user impact |

Risk-Based Value audit worker (L3). Calculates Usefulness Score = Impact (1-5) × Probability (1-5) for each test. Returns KEEP/REVIEW/REMOVE decisions based on thresholds (≥15 KEEP, 10-14 REVIEW, <10 REMOVE). Source: levnikolaevich/claude-code-skills.

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