Skills
.Work. You
Rest

rule-reviewer

Community

Deterministic rubric-driven rule reviews for AI.

Software Engineering#staleness#parsing#rubric#quality-assurance#rule-review#agent-executable
Authorsfc-gh-myoung
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Rule Reviewer provides deterministic, rubric-based evaluation of autonomous-rule content to ensure quality, completeness, and cross-agent compatibility, surfacing actionable gaps and standardizing reviews across agents.

Core Features & Use Cases

  • 6-dimension rubric scoring (Actionability, Completeness, Consistency, Parsability, Token Efficiency, Staleness) plus Cross-Agent Consistency
  • Writes reviews to reviews/rule-reviews/ with no-overwrite safety and automatic suffixing when needed
  • Validates inputs and supports both rule files (rules/*.md) and project bootstrap files (AGENTS.md, PROJECT.md) with schema-aware and markdown-focused checks
  • Integrates with timing instrumentation and other skills for end-to-end QA workflows
  • Useful for auditing rule quality, detecting stale guidance, and guiding rule authors

Quick Start

Load the Rule Reviewer and run a FULL review on rules/200-python-core.md with model claude-sonnet-45 on 2026-01-06.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: rule-reviewer
Download link: https://github.com/sfc-gh-myoung/ai_coding_rules/archive/main.zip#rule-reviewer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.