# Need Coverage Auditor

> Evaluate Need Route Lab routes against CLI, framework, storage, UI, docs, tests, validation, permission, and data coverage.

- Skill: `clawic/need-coverage-auditor` (Agent Skill)
- Install (CLI): `npx skillmds@latest add clawic/need-coverage-auditor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/clawic/need-coverage-auditor/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: clawic (https://skillmd.com/u/clawic)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/clawic/need-coverage-auditor

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# need-coverage-auditor

Use this skill to turn generated routes into evidence-backed gaps.

## Procedure

1. Run `claw needs evaluate --dry-run --json` for the relevant pilot or route.
2. Check related public surfaces with `claw inspect`, `claw search`, and
   collection/schema discovery before reading source directly.
3. Classify each gap as feature, subfeature, bug, refactor, test, docs, data,
   surface, validation, security, perf, or research.
4. Separate reproducible defects from `EXTERNAL PENDING` physical or external
   validation.
5. Add precise affected surfaces and acceptance evidence.

## Output

Return a deduped opportunity list with state, score, evidence, and validation
status.