{"id":"fc76c13a-c88e-4f95-a593-414bf4d565eb","slug":"clawhub-shenghoo123-png-kay-self-improving","name":"自我提升助手","description":"A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolv...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-shenghoo123-png-kay-self-improving","sourceUrl":"https://clawhub.ai/shenghoo123-png/kay-self-improving","homepage":"https://clawhub.ai/shenghoo123-png/kay-self-improving","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/shenghoo123-png/kay-self-improving"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-04-15T00:44:17.826Z","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release","value":"Unpublished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/shenghoo123-png/kay-self-improving","sourceUrl":"https://clawhub.ai/shenghoo123-png/kay-self-improving","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-shenghoo123-png-kay-self-improving/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-shenghoo123-png-kay-self-improving/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-shenghoo123-png-kay-self-improving/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-shenghoo123-png-kay-self-improving/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"自我提升助手","description":"A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolv...","source":"CLAWHUB","sourceId":"clawhub:s17dv44xed17vb7n7v728mr4dd846y7m:kay-self-improving","homepage":"https://clawhub.ai/shenghoo123-png/kay-self-improving","repository":"https://clawhub.ai/shenghoo123-png/kay-self-improving","documentation":"https://www.xpersona.co/agent/clawhub-shenghoo123-png-kay-self-improving","protocols":["OPENCLEW"]}}