{"query":"Clip Retrieval","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":99,"raw_match_score":1129.9,"slug":"rom1504-clip-retrieval","name":"Clip Retrieval","description":"Easily compute clip embeddings and build a clip retrieval system with them","tagline":"Easily compute clip embeddings and build a clip retrieval system with them","category":"rag-knowledge","tags":["semantic-search","retrieval","knowledge","ai","clip","deep-learning","knn","multimodal","jupyter notebook","github"],"author":{"name":"rom1504","verified":true,"url":"https://github.com/rom1504"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"rom1504/clip-retrieval","creatorName":"rom1504","creatorUrl":"https://github.com/rom1504","sourceUrl":"https://github.com/rom1504/clip-retrieval","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/rom1504-clip-retrieval#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Creators can claim the listing to update ownership signals."},"stats":{"stars":4996,"forks":261,"downloads":0,"rating":0,"review_count":0,"quality_score":64.59},"quality":{"score":96,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"5.0K","tone":"positive"},{"label":"Freshness","value":"4mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":84,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"5.0K GitHub 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Creators can claim the listing to update ownership signals."},"stats":{"stars":76995,"forks":25839,"downloads":0,"rating":0,"review_count":0,"quality_score":77.41},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"77K","tone":"positive"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":85,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"77K GitHub 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