{"slug":"bayramannakov-claude-reflect","name":"Claude Reflect","description":"A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.","tagline":"A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.","category":"productivity-automation","tags":["productivity","automation","claude-code","claude-skills","memory","self-learning","python","github"],"author":{"name":"BayramAnnakov","verified":true,"url":"https://github.com/BayramAnnakov"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"BayramAnnakov/claude-reflect","creatorName":"BayramAnnakov","creatorUrl":"https://github.com/BayramAnnakov","sourceUrl":"https://github.com/BayramAnnakov/claude-reflect","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/bayramannakov-claude-reflect#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":1061,"forks":95,"downloads":0,"rating":0,"review_count":0,"quality_score":55.88},"quality":{"score":92,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.1K","tone":"positive"},{"label":"Freshness","value":"3mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v3","score":91,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency 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