{"id":"5b51de0a-5d34-4f17-af0b-c3194819c321","slug":"clawhub-seepine-self-improving-x","name":"self-improving-x (support multi-agent)","description":"捕获学习成果、错误和纠正，以实现持续改进，当出现以下情况，使用本技能： (1) 命令或操作意外失败， (2) 用户纠正 '不，那是错的...'，'实际上...'）， (3) 用户请求不存在的功能， (4) 外部 API 或工具失败， (5) 意识到其知识已过时或不正确， (6) 发现更好的方法处理重复任务。在执行...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-seepine-self-improving-x","sourceUrl":"https://clawhub.ai/seepine/self-improving-x","homepage":"https://clawhub.ai/seepine/self-improving-x","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/seepine/self-improving-x"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-04-15T00:43:03.897Z","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release","value":"Unpublished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/seepine/self-improving-x","sourceUrl":"https://clawhub.ai/seepine/self-improving-x","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-seepine-self-improving-x/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-seepine-self-improving-x/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-seepine-self-improving-x/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-seepine-self-improving-x/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"self-improving-x (support multi-agent)","description":"捕获学习成果、错误和纠正，以实现持续改进，当出现以下情况，使用本技能： (1) 命令或操作意外失败， (2) 用户纠正 '不，那是错的...'，'实际上...'）， (3) 用户请求不存在的功能， (4) 外部 API 或工具失败， (5) 意识到其知识已过时或不正确， (6) 发现更好的方法处理重复任务。在执行...","source":"CLAWHUB","sourceId":"clawhub:s178wtg0j876g7q1nbwv4a8sx583g782:self-improving-x","homepage":"https://clawhub.ai/seepine/self-improving-x","repository":"https://clawhub.ai/seepine/self-improving-x","documentation":"https://www.xpersona.co/agent/clawhub-seepine-self-improving-x","protocols":["OPENCLEW"]}}