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incoherence-detector

Detect inconsistencies between documentation, code, and specifications across codebases.

4|Updated Jan 23, 2026
Search Tags:#documentation#drift detection#configuration#code audit#inconsistency#specification mismatch
One-click install
npx skills add https://github.com/alphaleonis/decaf-claude-config --skill incoherence-detector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: incoherence-detector
Source: https://github.com/alphaleonis/decaf-claude-config/tree/main/decaf/skills/incoherence-detector
Command: npx skills add https://github.com/alphaleonis/decaf-claude-config --skill incoherence-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill systematically identifies and helps resolve discrepancies between documentation, code, and specifications, ensuring accuracy and preventing confusion.

Core Features & Use Cases

  • Inconsistency Detection: Pinpoints drift between written descriptions and actual implementation.
  • Audit Support: Ideal for codebase audits, verifying documentation accuracy, and identifying configuration drift.
  • Use Case: After a major refactor, use this Skill to ensure that the project's README still accurately reflects the current functionality and configuration settings.

Quick Start

Use the incoherence-detector skill to audit the codebase for documentation and code inconsistencies.

Frequently Asked Questions about incoherence-detector

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

FAQPage Schema
How do I detect documentation drift between a README and actual code implementation?▼

To detect documentation drift, the Skill systematically surveys READMEs, code comments, and configuration files to pinpoint mismatches and outdated information. It verifies discrepancies by exploring the codebase before reporting inconsistencies.

What is the best way to audit a codebase for specification mismatches and configuration drift?▼

Auditing a codebase for specification mismatches involves comparing API definitions and configuration files against actual code. This Skill facilitates that audit by identifying drift and mismatches through systematic survey and verification phases.

Can I use this to check code comments for inconsistencies after a major refactor?▼

Yes, you can check code comments for inconsistencies after a major refactor. The Skill explores written descriptions and actual implementation to ensure project documentation accurately reflects current functionality.

How does specification mismatch detection work across different source files?▼

Specification mismatch detection works by systematically surveying various sources like READMEs, API definitions, and code comments. It requires exploration and verification phases to confirm discrepancies before user-guided resolution.

Do I need any external dependencies to run a code audit for documentation inconsistencies?▼

No external dependencies are required to run a code audit for documentation inconsistencies. The Skill operates independently to identify drift, mismatches, and outdated information across your project sources.

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