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ln-612-semantic-content-auditor

Audit project documentation semantic accuracy against stated scope and goals.

Updated Mar 14, 2026
Search Tags:#documentation#reporting#quality#coordinator#ssot#semantic-audit#scope-alignment
One-click install
npx skills add https://github.com/0xtaoist/taogate --skill ln-612-semantic-content-auditor-0xtaoist
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ln-612-semantic-content-auditor
Source: https://github.com/0xtaoist/taogate/tree/main/ln-612-semantic-content-auditor
Command: npx skills add https://github.com/0xtaoist/taogate --skill ln-612-semantic-content-auditor-0xtaoist

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Aligns project documentation with stated scope and goals, ensuring language remains consistent with the single source of truth (SSOT) and reducing drift across artifacts.

Core Features & Use Cases

  • Scope validation: extracts or infers the intended scope from target documents and records boundaries.
  • Content alignment: evaluates sections for relevance, coverage, and off-topic content, flagging gaps and duplications.
  • Report generation: produces a file-based, structured report including a scope_alignment score for integration with the ln-610 coordination workflow.

Quick Start

Run the Semantic Content Auditor on a target project document to generate a scope-alignment report and feed it to the ln-610 coordinator.

Frequently Asked Questions about ln-612-semantic-content-auditor

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

FAQPage Schema
How do I audit project documentation for scope alignment and SSOT integrity?▼

To audit project documentation for scope alignment, the Skill evaluates target documents like CLAUDE.md against stated goals, verifying single source of truth consistency and returning a structured report with a scope_alignment score.

What is semantic documentation drift and how do I detect it in my project docs?▼

Semantic documentation drift occurs when language diverges from project goals. The Skill detects this by inferring intended scope boundaries from files like docs/README.md, flagging off-topic content, gaps, and duplications.

Can I check if my docs/project files are relevant to the stated scope?▼

Yes, you can check if docs/project files are relevant by running the auditor, which evaluates content alignment, records scope boundaries, and flags sections that lack coverage or are off-topic.

How do I generate a scope alignment score for a coordinator workflow?▼

You generate a scope alignment score by running the auditor on your target documents, producing a file-based, structured report specifically designed for integration into the ln-610 coordination workflow.

Does this documentation auditor work without external dependencies?▼

Yes, the documentation auditor works without external dependencies, automatically extracting or inferring the intended scope directly from your target documents to validate boundaries and content alignment.

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