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Near-eliminate AI Agent rule violations in long tasks — auto-correct drift before it frustrates you. Pure-engineering zero-LLM hook system for Claude Code / Codex CLI / Cursor. ~50-70ms hook latency,

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Near-eliminate AI Agent rule violations in long tasks — auto-correct drift before it frustrates you. Pure-engineering zero-LLM hook system for Claude Code / Codex CLI / Cursor. ~50-70ms hook latency, ~2% token overhead in typical dogfood.

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