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Michae2xl
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rules-distill

Distill cross-cutting principles from multiple skills into rule files.

1|Updated Apr 7, 2026
Search Tags:#LLM integration#rule management#skill analysis#rule distillation#principle extraction
One-click install
npx skills add https://github.com/Michae2xl/claude-skills-michael --skill rules-distill-michae2xl
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: rules-distill
Source: https://github.com/Michae2xl/claude-skills-michael/tree/main/skills/rules-distill
Command: npx skills add https://github.com/Michae2xl/claude-skills-michael --skill rules-distill-michae2xl

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of distilling cross-cutting principles from multiple skills into rules, ensuring a consistent and up-to-date rule set.

Core Features & Use Cases

  • Skill Inventory: Scans installed skills to identify common principles.
  • Rule Extraction: Extracts principles that should be promoted to rules.
  • Rule Management: Appends, revises, or creates new rule files based on extracted principles.
  • Use Case: Regularly use this Skill to maintain a set of rules that reflect the latest best practices and standards across your skill inventory.

Quick Start

Run the 'rules-distill' command to start the rule distillation process.

Frequently Asked Questions about rules-distill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract cross-cutting principles from multiple skills into rules?▼

Rule distillation automates extracting cross-cutting principles from multiple skills into rules. It scans your skill inventory to identify common principles and promotes them to a consistent, up-to-date rule set.

What is the best way to automate rule management and update an existing rule set?▼

Automating rule management involves scanning installed skills to extract shared principles. This process appends, revises, or creates new rule files, ensuring your rule set reflects the latest best practices.

Do I need an LLM to distill principles and maintain a rule set?▼

Yes, distilling principles requires an LLM for contextual judgment alongside deterministic scripts for collection. The LLM evaluates extracted principles to decide whether to append, revise, or create new rule files.

When should I run rule extraction to maintain rules across my skill inventory?▼

Rule extraction is intended for periodic maintenance. You should run it regularly to distill new cross-cutting principles from your skill inventory and keep your comprehensive rule set updated.

Can I use scripts to automate rule file creation and revision?▼

Yes, deterministic scripts collect skill data for the rule distillation process. Combined with an LLM for contextual judgment, they automate appending, revising, or creating new rule files based on extracted principles.

Why does rule distillation focus on cross-cutting principles instead of individual skill logic?▼

Rule distillation targets cross-cutting principles to build a comprehensive, consistent rule set. By extracting shared standards from multiple skills, it maintains centralized rules rather than duplicating logic across individual skills.

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