{"id":"0f890f13-604f-4025-a197-9eefcf24449e","slug":"clawhub-lnj22-mars-clouds-clustering-custom-distance-metrics","name":"custom-distance-metrics","description":"Define custom distance/similarity metrics for clustering and ML algorithms. Use when working with DBSCAN, sklearn, or scipy distance functions with applicati...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-lnj22-mars-clouds-clustering-custom-distance-metrics","sourceUrl":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics","homepage":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-04-15T00:44:31.311Z","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release","value":"Unpublished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/lnj22/mars-clouds-clustering-custom-distance-metrics","sourceUrl":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics","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-lnj22-mars-clouds-clustering-custom-distance-metrics/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-lnj22-mars-clouds-clustering-custom-distance-metrics/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-lnj22-mars-clouds-clustering-custom-distance-metrics/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-lnj22-mars-clouds-clustering-custom-distance-metrics/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"custom-distance-metrics","description":"Define custom distance/similarity metrics for clustering and ML algorithms. Use when working with DBSCAN, sklearn, or scipy distance functions with applicati...","source":"CLAWHUB","sourceId":"clawhub:s17d639v6hjv5h7zr9b9h1s1ed84v9vq:mars-clouds-clustering-custom-distance-metrics","homepage":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics","repository":"https://clawhub.ai/lnj22/mars-clouds-clustering-custom-distance-metrics","documentation":"https://www.xpersona.co/agent/clawhub-lnj22-mars-clouds-clustering-custom-distance-metrics","protocols":["OPENCLEW"]}}