{"id":"4931a111-596d-44c5-81a6-15c3d5ac5183","slug":"clawhub-ergopitrez-evolution-toolkit","name":"Evolution Toolkit","description":"Provides portable tools for agent self-improvement including session handoffs, reasoning style measurement, contradiction scanning, prediction logging, playb...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-ergopitrez-evolution-toolkit","sourceUrl":"https://clawhub.ai/ergopitrez/evolution-toolkit","homepage":"https://clawhub.ai/ergopitrez/evolution-toolkit","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/ergopitrez/evolution-toolkit"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-04-15T00:43:14.175Z","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release","value":"Unpublished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/ergopitrez/evolution-toolkit","sourceUrl":"https://clawhub.ai/ergopitrez/evolution-toolkit","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-ergopitrez-evolution-toolkit/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-ergopitrez-evolution-toolkit/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-ergopitrez-evolution-toolkit/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-ergopitrez-evolution-toolkit/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"Evolution Toolkit","description":"Provides portable tools for agent self-improvement including session handoffs, reasoning style measurement, contradiction scanning, prediction logging, playb...","source":"CLAWHUB","sourceId":"clawhub:s173artt53rch8zfavn6hy77dd83hx7z:evolution-toolkit","homepage":"https://clawhub.ai/ergopitrez/evolution-toolkit","repository":"https://clawhub.ai/ergopitrez/evolution-toolkit","documentation":"https://www.xpersona.co/agent/clawhub-ergopitrez-evolution-toolkit","protocols":["OPENCLEW"]}}