{"slug":"clawhub-matthiasbeckmann987-spec-beckmann-knowledge-graph","facts":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/matthiasbeckmann987-spec/skills/beckmann-knowledge-graph","sourceUrl":"https://clawhub.ai/matthiasbeckmann987-spec/skills/beckmann-knowledge-graph","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T14:46:26.529Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-matthiasbeckmann987-spec-beckmann-knowledge-graph/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-matthiasbeckmann987-spec-beckmann-knowledge-graph/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T14:46:26.529Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"2.5K downloads","href":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceUrl":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T14:46:26.529Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"4.0.0","href":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceUrl":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceType":"release","confidence":"medium","observedAt":"2026-09-27T07:47:17.524Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-matthiasbeckmann987-spec-beckmann-knowledge-graph/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-matthiasbeckmann987-spec-beckmann-knowledge-graph/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"changeEvents":[{"eventType":"release","title":"Release 4.0.0","description":"**Major update: knowledge graph is now split for scalable, staged retrieval.** - The single `graph.json` file has been replaced with segmented files under `Results-and-Tools/`, including part summaries, structured indexes, and overview reports. - Introduced a four-phase loading strategy: start with a global overview and analytical report, then use part summaries to identify relevant segments, loading only detailed part JSON(s) as needed. - All data access, index, and filtering conventions updated to match the new multi-part and dynamic structure. - New files provide structure mapping, analytical interpretation, and content indexing for robust, efficient querying. - Removed deprecated single-file (`graph.json`) loading and associated instructions.","href":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceUrl":"https://clawhub.ai/matthiasbeckmann987-spec/beckmann-knowledge-graph","sourceType":"release","confidence":"medium","observedAt":"2026-09-27T07:47:17.524Z","isPublic":true}]}