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WinterDDo/claude-skill-flywheel

Self-improving skill system for Claude Code. A SKILL CHECK hook makes Claude reliably invoke the right skill every turn; a distillation flywheel learns from your corrections so it improves over time. Fine-tuning without fine-tuning, 100% local. Claude Code hooks plus a portable prompt for claude.ai, Codex, Cursor.

What is claude-skill-flywheel?

claude-skill-flywheel is a Claude Code agent skill that self-improving skill system for Claude Code. A SKILL CHECK hook makes Claude reliably invoke the right skill every turn; a distillation flywheel learns from your corrections so it improves over time. Fine-tuning without fine-tuning, 100% local. Claude Code hooks plus a portable prompt for claude.ai, Codex, Cursor.

Works withClaude CodeCodex CLICursor
npx skills add WinterDDo/claude-skill-flywheel

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What does claude-skill-flywheel do?

Self-improving skill system for Claude Code. A SKILL CHECK hook makes Claude reliably invoke the right skill every turn; a distillation flywheel learns from your corrections so it improves over time. Fine-tuning without fine-tuning, 100% local. Claude Code hooks plus a portable prompt for claude.ai, Codex, Cursor.

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