{"query":"12 Factor Agents","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":1024.7,"slug":"humanlayer-12-factor-agents","name":"12 Factor Agents","description":"What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?","tagline":"What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?","category":"data","tags":["rag","retrieval","12-factor","12-factor-agents","agents","ai","context-window","framework","llms","memory"],"author":{"name":"humanlayer","verified":true,"url":"https://github.com/humanlayer"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"humanlayer/12-factor-agents","creatorName":"humanlayer","creatorUrl":"https://github.com/humanlayer","sourceUrl":"https://github.com/humanlayer/12-factor-agents","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/humanlayer-12-factor-agents#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":814,"forks":132,"downloads":0,"rating":0,"review_count":0,"quality_score":39.08},"quality":{"score":49,"tier":"review","label":"Needs review","summary":"Inspect the repository carefully before adding it to an agent workflow.","signals":[{"label":"GitHub stars","value":"814","tone":"positive"},{"label":"Freshness","value":"1y ago","tone":"warning"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"GPL-3.0","tone":"neutral"}],"warnings":["Repository looks stale"]},"trust":{"version":"trust-score-v4","score":73,"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":76,"weight":0.13,"status":"info","detail":"814 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"814 stars, 132 forks; 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Skill purpose: GPU-accelerated Factors analysis library and Backtester","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Heerozh/spectre","github_repo":"Heerozh/spectre","version":"1.0.0","license":"GPL-3.0","updated_at":"2026-07-19T03:02:25.804975+00:00","canonical_key":"heerozh/spectre","recommendation_reasons":["Matches task terms: factor","Useful GitHub adoption: 814 stars","Install handoff is available","Repository freshness signal is available","Registry match score 52"],"urls":{"web":"https://www.openagentskill.com/skills/heerozh-spectre","api":"https://www.openagentskill.com/api/agent/skills/heerozh-spectre","install_api":"https://www.openagentskill.com/api/skills/heerozh-spectre/install","audit":"https://www.openagentskill.com/skills/heerozh-spectre/audit","repository":"https://github.com/Heerozh/spectre"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","safety_policy":"Blocked candidates are excluded by default. Pass include_blocked=true only for manual audit workflows.","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-22T21:38:59.078Z"}}