{"id":"20850960-cf0c-4862-bbc3-e63842d0e5f6","slug":"clawhub-gongyu0918-debug-skill-usefulness-audit","name":"skill-usefulness-audit","description":"Review your installed agent skills to see what you actually use, what overlaps, and what may no longer be worth keeping.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-gongyu0918-debug-skill-usefulness-audit","sourceUrl":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","homepage":"https://clawhub.ai/gongyu0918-debug/skills/skill-usefulness-audit","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/gongyu0918-debug/skills/skill-usefulness-audit"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"0.3.24","freshnessAt":"2026-10-09T06:14:25.202Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"0.3.24"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/gongyu0918-debug/skills/skill-usefulness-audit","sourceUrl":"https://clawhub.ai/gongyu0918-debug/skills/skill-usefulness-audit","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T06:14:25.202Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-gongyu0918-debug-skill-usefulness-audit/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-gongyu0918-debug-skill-usefulness-audit/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T06:14:25.202Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"4K downloads","href":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","sourceUrl":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T06:14:25.202Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"0.3.24","href":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","sourceUrl":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","sourceType":"release","confidence":"medium","observedAt":"2026-08-24T10:08:57.284Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-gongyu0918-debug-skill-usefulness-audit/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-gongyu0918-debug-skill-usefulness-audit/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["4K downloads","Trust evidence available"],"agentCard":{"name":"skill-usefulness-audit","description":"Review your installed agent skills to see what you actually use, what overlaps, and what may no longer be worth keeping.","source":"CLAWHUB","sourceId":"clawhub:s172a0qxsw6kfdee064rcn06es83edse:skill-usefulness-audit","homepage":"https://clawhub.ai/gongyu0918-debug/skills/skill-usefulness-audit","repository":"https://clawhub.ai/gongyu0918-debug/skill-usefulness-audit","documentation":"https://www.xpersona.co/agent/clawhub-gongyu0918-debug-skill-usefulness-audit","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"REPORT_LANGUAGE=en  # use zh-CN when the current user invocation is Chinese\npython \"{baseDir}/scripts/skill_usefulness_audit.py\" audit \\\n  --skills-root ./skills \\\n  --report-language \"$REPORT_LANGUAGE\" \\\n  --markdown-out ./skill-audit-report.md"},{"kind":"example","language":"json","snippet":"[\n  {\n    \"skill\": \"emotion-orchestrator\",\n    \"case_id\": \"case-001\",\n    \"with_skill\": {\"pass\": true, \"score\": 0.92},\n    \"without_skill\": {\"pass\": true, \"score\": 0.81},\n    \"verdict\": \"better\"\n  }\n]"}]}}