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Skill purpose: 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?"}],"handoff_url":"https://www.openagentskill.com/api/skills/humanlayer-12-factor-agents/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/humanlayer-12-factor-agents"},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"24K GitHub stars","repoActivity":"24K stars, 1.9K forks","lastPushed":"10mo since push","license":"Unknown","repository":"https://github.com/humanlayer/12-factor-agents","install":"npx skills add humanlayer/12-factor-agents","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["data","rag","retrieval","12-factor","12-factor-agents","agents"],"known_risks":["License is unclear","Documentation summary is thin","License clarity: Unknown"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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Skill purpose: An AI agent that writes (actually useful) code for you","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/BuilderIO/micro-agent","github_repo":"BuilderIO/micro-agent","version":"1.0.0","license":"MIT","updated_at":"2026-06-16T10:04:42.740667+00:00","canonical_key":"builderio/micro-agent","recommendation_reasons":["Matches task terms: actual","Useful GitHub adoption: 4,312 stars","Install handoff is available","Repository freshness signal is available","Registry match score 12"],"urls":{"web":"https://www.openagentskill.com/skills/builderio-micro-agent","api":"https://www.openagentskill.com/api/agent/skills/builderio-micro-agent","install_api":"https://www.openagentskill.com/api/skills/builderio-micro-agent/install","audit":"https://www.openagentskill.com/skills/builderio-micro-agent/audit","repository":"https://github.com/BuilderIO/micro-agent"}}],"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":"2026-07-28T15:32:48.338Z"}}