10x-rule-review

Reviews AI rules files and scores them on five axes with Python-based analysis.

Updated Jun 11, 2026
One-click install
npx skills add https://github.com/LeszekDNV/PlanDeck2 --skill 10x-rule-review-leszekdnv
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-rule-review
Source: https://github.com/LeszekDNV/PlanDeck2/tree/main/src/PlanDeck/.github/skills/10x-rule-review
Command: npx skills add https://github.com/LeszekDNV/PlanDeck2 --skill 10x-rule-review-leszekdnv

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a comprehensive review of AI rules files, generating a 5-point scorecard that highlights areas for improvement and suggests concrete fixes.

Core Features & Use Cases

  • Rule Review: Analyze the condition of AI rules files and score them on five axes.
  • Fix Suggestions: Offer specific, actionable recommendations to enhance the quality of the rules.
  • Use Case: Use this Skill to review your CLAUDE.md, AGENTS.md, or any other AI rules file and receive detailed feedback to improve your AI rulebase.

Quick Start

Run the 10x-rule-review skill on your AI rules file 'rules.md'.

Frequently Asked Questions about 10x-rule-review

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

FAQPage Schema
How do I review and score my AI rules file for quality?

You can review AI rules files like CLAUDE.md or AGENTS.md by running this Skill to generate a 5-point scorecard. It evaluates length, code snippets, language precision, redundant knowledge, and rule ordering, then suggests concrete fixes.

What makes a good AI rulebase for code generation?

A good AI rulebase uses direct code snippets, precise language, and logical rule ordering while avoiding redundant knowledge and excessive length. This Skill evaluates these five dimensions to score your AI rules files and recommend actionable improvements.

How do I check my CLAUDE.md or AGENTS.md file for redundant rules?

To check your CLAUDE.md or AGENTS.md file for redundant rules, this Skill analyzes the file content and scores it based on redundant knowledge, length, and rule ordering. It then provides specific fixes to streamline your AI rulebase.

Do I need Python installed to evaluate my AI rules file?

Yes, you need Python installed to evaluate your AI rules file. The Skill requires Python for file analysis and processing to generate the 5-point scorecard and actionable improvement recommendations.

What is the best way to improve AI rules with vague language?

The best way to improve AI rules with vague language is to use this Skill to evaluate precise language usage within your file. It identifies imprecise wording and provides specific, actionable fixes to enhance your AI rulebase quality.

Are there limitations to scoring AI rules files on length and code snippets?

The scoring focuses strictly on five dimensions: length, direct code snippets, precise language, redundant knowledge, and rule ordering. It provides actionable fixes for these specific areas but does not evaluate broader functional logic outside the AI rules file structure.