How does Reproducibility Validation work?

It tests if the documentation is clear enough for an AI to understand the domain logic and successfully predict or recreate the code structure without looking at the source first.

What does a 'High' severity issue mean in the report?

High severity indicates a critical mismatch, such as a documented constant having a different value in the code, or documented files that no longer exist.

What is Drift Validation in this skill?

Drift Validation detects inconsistencies where your documentation and actual code have diverged, identifying stale values, mismatched constants, or missing file references.

Can I target specific directories for validation?

Yes, you can run the command globally with /context-validate or target a specific path like /context-validate src/auth.

Claude Context Validator

Name: Claude Context Validator
Author: 0pg

by0pg

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Learning & Documentation

Ensures CLAUDE.md documentation stays synchronized with your codebase through automated drift detection and domain reproducibility testing.

The Context Validate skill provides a comprehensive quality assurance framework for project context files, specifically focusing on CLAUDE.md. It utilizes a dual-agent approach to perform Drift Validation—detecting inconsistencies between code and documentation—and Reproducibility Validation, which simulates how well an AI can understand the domain from the docs alone. This skill is essential for maintaining a high-fidelity development environment, offering integrated reports with severity ratings, coverage statistics, and actionable remediation steps to fix documentation gaps.

Key Features

01Domain Reproducibility Simulation to verify AI understanding

02Parallel Multi-Agent Validation for fast project-wide audits

030 GitHub stars

04Integrated Severity-Based Reporting with actionable fix commands

05Detailed File Coverage Statistics for multi-module repositories

06Automated Drift Detection for STALE, MISMATCH, and MISSING items

Use Cases

01Auditing project documentation after major refactors to catch undocumented changes

02Verifying if CLAUDE.md provides sufficient business logic context for AI agents

03Maintaining documentation hygiene across large, complex codebases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add 0pg/cc-marketplace context-validate

For use in Claude.ai and ChatGPT

Download Skill