pro-workflow: Claude Code Self-Correcting Memory System That Compounds Over 50+ Sessions Hits 1.9K Stars

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pro-workflow captures every user correction to Claude Code in a persistent SQLite database with full-text search, then loads those corrections as rules on session start. After 50 sessions, the system barely needs correcting. Includes 24 skills, 8 agents, 21 commands, and 29 hook scripts, plus a Scout Agent that scores implementation readiness (0-100) across 5 dimensions and auto-gathers more context below 70 confidence. Works across Claude Code, Cursor, and 32+ agents via SkillKit.