Redundancy

What problem does it solve?

Documentation ecosystems grow noisy with duplicated and near-duplicate content across files and sections. This skill identifies structural overlap and exact duplicates to help teams maintain a clean, navigable knowledge base.

Core Features & Use Cases

• Structural similarity: compares headings using Jaccard similarity to surface near-duplicates.
• Topic and metadata clustering: groups content by topics extracted from titles, frontmatter, and first paragraphs.
• Consolidation guidance: suggests strategies for merging or linking duplicates without modifying source documents.
• Use Case: large product docs with multiple runbooks can be streamlined by collapsing repeated sections into centralized references.

Quick Start

Run a scan across the documentation tree to surface duplication opportunities and suggested consolidation paths.