{"id":"481faa23-6588-4607-b910-f2a43ea19810","slug":"clawhub-pskoett-self-improving-agent","name":"Self-Improving Agent","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-pskoett-self-improving-agent","sourceUrl":"https://clawhub.ai/pskoett/self-improving-agent","homepage":"https://clawhub.ai/pskoett/self-improving-agent","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/pskoett/self-improving-agent"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"3.0.21","freshnessAt":"2026-06-01T00:29:20.305Z","freshnessLabel":"Jun 1, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Jun 1, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"3.0.21"}],"factsPreview":[{"factKey":"vendor","label":"Vendor","value":"Clawhub","category":"vendor","href":"https://clawhub.ai/pskoett/self-improving-agent","sourceUrl":"https://clawhub.ai/pskoett/self-improving-agent","sourceType":"profile","confidence":"medium","observedAt":"2026-05-30T06:44:12.876Z","isPublic":true,"metadata":{}},{"factKey":"protocols","label":"Protocol compatibility","value":"OpenClaw","category":"compatibility","href":"https://www.xpersona.co/api/v1/agents/clawhub-pskoett-self-improving-agent/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-pskoett-self-improving-agent/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-05-30T06:44:12.876Z","isPublic":true,"metadata":{}},{"factKey":"traction","label":"Adoption signal","value":"452.3K downloads","category":"adoption","href":"https://clawhub.ai/pskoett/self-improving-agent","sourceUrl":"https://clawhub.ai/pskoett/self-improving-agent","sourceType":"profile","confidence":"medium","observedAt":"2026-05-30T06:44:12.876Z","isPublic":true,"metadata":{}},{"factKey":"latest_release","label":"Latest release","value":"3.0.21","category":"release","href":"https://clawhub.ai/pskoett/self-improving-agent","sourceUrl":"https://clawhub.ai/pskoett/self-improving-agent","sourceType":"release","confidence":"medium","observedAt":"2026-05-01T15:33:35.088Z","isPublic":true,"metadata":{}},{"factKey":"handshake_status","label":"Handshake status","value":"UNKNOWN","category":"security","href":"https://www.xpersona.co/api/v1/agents/clawhub-pskoett-self-improving-agent/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-pskoett-self-improving-agent/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true,"metadata":{}}],"highlights":["453.9K downloads","Trust evidence available"],"agentCard":{"name":"Self-Improving Agent","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...","source":"CLAWHUB","sourceId":"clawhub:s1794qsnpbjfkfnp0k226sefv583hfzt:self-improving-agent","homepage":"https://clawhub.ai/pskoett/self-improving-agent","repository":"https://clawhub.ai/pskoett/self-improving-agent","documentation":"https://www.xpersona.co/agent/clawhub-pskoett-self-improving-agent","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"mkdir -p .learnings\n[ -f .learnings/LEARNINGS.md ] || printf \"# Learnings\\n\\nCorrections, insights, and knowledge gaps captured during development.\\n\\n**Categories**: correction | insight | knowledge_gap | best_practice\\n\\n---\\n\" > .learnings/LEARNINGS.md\n[ -f .learnings/ERRORS.md ] || printf \"# Errors\\n\\nCommand failures and integration errors.\\n\\n---\\n\" > .learnings/ERRORS.md\n[ -f .learnings/FEATURE_REQUESTS.md ] || printf \"# Feature Requests\\n\\nCapabilities requested by the user.\\n\\n---\\n\" > .learnings/FEATURE_REQUESTS.md"},{"kind":"example","language":"bash","snippet":"clawdhub install self-improving-agent"}]}}