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self-correction-loop
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Self-improving correction capture system. After ANY user correction, detect it, generalize the lesson, and store it as a reusable rule in MEMORY.md. Ensures Claude's mistake rate drops over time by compounding corrections into permanent knowledge. Load this skill when a user corrects Claude's output, mentions "remember this", "don't do that again", "learn from mistakes", "update memory", or when starting a new session (to review existing rules).
By codewithmukesh schedule Updated 3/6/2026 Install via CLI
npx skills add https://github.com/codewithmukesh/dotnet-claude-kit --skill self-correction-loop
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