rules-distill — ai agent rule generation rules-distill, everything-claude-code, affaan-m, official, ai agent rule generation, ai agent skill, ide skills, agent automation, llm judgment, deterministic collection, rule file management, ai agent productivity

Verified
v1.0.0
GitHub

About this Skill

Ideal for Advanced AI Agents like Claude Code and AutoGPT requiring comprehensive content analysis and rules distillation for enhanced decision-making capabilities. rules-distill is a skill that extracts cross-cutting principles from skills and distills them into rules using deterministic collection and LLM judgment.

Features

Scans installed skills to extract cross-cutting principles
Distills principles into rules using deterministic collection
Applies LLM judgment for verdicts
Appends, revises, or creates new rule files
Supports periodic rules maintenance

# Core Topics

affaan-m affaan-m
[91.3k]
[11990]
Updated: 3/21/2026

Quality Score

Top 5%
92
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
> npx killer-skills add affaan-m/everything-claude-code/rules-distill
Supports 19+ Platforms
Cursor
Windsurf
VS Code
Trae
Claude
OpenClaw
+12 more

Agent Capability Analysis

The rules-distill skill by affaan-m is an open-source official AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for ai agent rule generation, llm judgment, deterministic collection.

Ideal Agent Persona

Ideal for Advanced AI Agents like Claude Code and AutoGPT requiring comprehensive content analysis and rules distillation for enhanced decision-making capabilities.

Core Value

Empowers agents to extract cross-cutting principles from multiple skills and distill them into actionable rules using the deterministic collection + LLM judgment principle, leveraging scripts for exhaustive fact collection and LLMs for context-driven verdicts, all while appending, revising, or creating new rule files.

Capabilities Granted for rules-distill

Automating periodic rules maintenance for skills
Generating new rule files after installing updated skills
Revising outdated content in existing rule files using LLM judgment

! Prerequisites & Limits

  • Requires installed skills for analysis