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rules-distill

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Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files

auc/skill_library/bundled/rules-distill/SKILL.md

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Last checked
Nov 10, 2026

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License
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# Rules Distill

Scan installed skills, extract cross-cutting principles that appear in multiple skills, and distill them into rules — appending to existing rule files, revising outdated content, or creating new rule files.

Applies the "deterministic collection + LLM judgment" principle: scripts collect facts exhaustively, then an LLM cross-reads the full context and produces verdicts.

## When to Use

- Periodic rules maintenance (monthly or after installing new skills)
- After a skill-stocktake reveals patterns that should be rules
- When rules feel incomplete relative to the skills being used

## How It Works

The rules distillation process follows three phases:
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