{"slug":"metauto-ai-gptswarm","name":"GPTSwarm","description":"🐝  The First Self-Improving agents with RL / Prompting Optimization","tagline":"🐝  The First Self-Improving agents with RL / Prompting Optimization","category":"agent-frameworks","tags":["multi-agent","orchestration","agent","ai","gpt","python","reinforcement-learning","self-improvement","society-of-mind","swarm-intelligence"],"author":{"name":"metauto-ai","verified":true,"url":"https://github.com/metauto-ai"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"metauto-ai/GPTSwarm","creatorName":"metauto-ai","creatorUrl":"https://github.com/metauto-ai","sourceUrl":"https://github.com/metauto-ai/GPTSwarm","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/metauto-ai-gptswarm#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. Creators can claim the listing to update ownership signals."},"stats":{"stars":1012,"forks":99,"downloads":0,"rating":0,"review_count":0,"quality_score":55.74},"quality":{"score":91,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.0K","tone":"positive"},{"label":"Freshness","value":"4mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"score":89,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency risk, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub 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