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wiki-content-coherence

Community

Detect and consolidate duplicated wiki content

Content & Communication#documentation#deduplication#wiki#coherence#tf-idf#content-analysis#jaccard
Authorbordenet
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill finds duplicated sections, obsolete fragments, and structural defects inside single wiki pages so editors avoid publishing confusing, redundant, or misstructured documentation.

Core Features & Use Cases

  • Section duplication detection using TF‑IDF token ranking and Jaccard similarity to classify duplicates as HIGH, MEDIUM, or LOW severity.
  • Structural integrity checks for heading nesting skips, orphaned sections, length anomalies, and topic drift between headings and body.
  • Actionable reports and remediation that produce a coherence report, suggest which section to keep or merge, enforce gate decisions for HIGH severity, and re-check after fixes; ideal for bulk wiki updates, pre-publish audits, and cleanup sprints.

Quick Start

Run wiki-content-coherence on the target wiki page to generate a coherence report and suggested merges for review.

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: wiki-content-coherence
Download link: https://github.com/bordenet/superpowers-plus/archive/main.zip#wiki-content-coherence

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