What does summarize-skill do?
🛡️ Error immune system for AI coding agents — auto-harvests mistakes, evolves prevention rules, tracks adoption, never repeats.
🛡️ Error immune system for AI coding agents — automatically harvests mistakes, evolves prevention rules, tracks adoption, and never repeats them.
This skill, `gtbwpkwjnb-alt/summarize-skill`, acts as an error immune system for AI coding agents. It automatically harvests mistakes made during development, evolves rules to prevent their recurrence, and tracks the adoption of those rules over time. The core idea is to break the cycle of repeated errors by creating a closed feedback loop: errors are captured, analyzed, and transformed into actionable prevention strategies. The skill is designed for use with AI coding agents like Claude Code, Cursor, or Codex, and can be triggered via a `summarize` keyword. By maintaining a history of past mistakes and their resolutions, this skill helps both human developers and AI agents avoid common pitfalls, ultimately improving code quality and development efficiency. It leverages local files and metadata to persist learned rules and track their effectiveness without relying on external services.
npx skills add gtbwpkwjnb-alt/summarize-skillInstalled? Explore more Coding & Development skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
🛡️ Error immune system for AI coding agents — auto-harvests mistakes, evolves prevention rules, tracks adoption, never repeats.
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