{"id":"33c61494-26c1-4aa4-8f42-75d1d4d81643","slug":"clawhub-stevengaojn2010-lessonloop","name":"LessonLoop","description":"Lightweight experience-capture and behavior-hardening for Goat. Use when the user explicitly gives corrective feedback, says to remember or avoid something,...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-stevengaojn2010-lessonloop","sourceUrl":"https://clawhub.ai/stevengaojn2010/lessonloop","homepage":"https://clawhub.ai/stevengaojn2010/lessonloop","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/stevengaojn2010/lessonloop"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-04-15T00:42:14.153Z","freshnessLabel":"Apr 15, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Apr 15, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/stevengaojn2010/lessonloop","sourceUrl":"https://clawhub.ai/stevengaojn2010/lessonloop","sourceType":"profile","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-stevengaojn2010-lessonloop/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-stevengaojn2010-lessonloop/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-stevengaojn2010-lessonloop/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-stevengaojn2010-lessonloop/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"LessonLoop","description":"Lightweight experience-capture and behavior-hardening for Goat. Use when the user explicitly gives corrective feedback, says to remember or avoid something,...","source":"CLAWHUB","sourceId":"clawhub:kn7enhtvsb8ny161azmw85g5rn82r5pv:lessonloop","homepage":"https://clawhub.ai/stevengaojn2010/lessonloop","repository":"https://clawhub.ai/stevengaojn2010/lessonloop","documentation":"https://www.xpersona.co/agent/clawhub-stevengaojn2010-lessonloop","protocols":["OPENCLEW"]}}