wiki-content-coherence

Detect duplicated wiki content by running an audit that applies TF-IDF token extraction and Jaccard similarity comparisons to classify section redundancy by severity. The audit analyzes single wiki pages to pinpoint exact duplicated sections and obsolete fragments for editorial cleanup.

Structural inconsistency in wiki documentation stems from heading nesting skips, orphaned sections, length anomalies, and topic drift between headings and body text. These structural defects typically accumulate during bulk edits and content merges.

Yes, you can use TF-IDF and Jaccard similarity for pre-publish wiki checks. The audit applies these algorithms to perform single-page wiki audits, identifying duplicated sections and outputting a coherence report with gate recommendations before publication.

The best way to consolidate redundant wiki sections is to generate a coherence report that suggests which section to keep or merge. The audit enforces gate decisions for HIGH severity duplicates and re-checks the page after fixes.

No, wiki content deduplication applies to single-page wiki audits only. The audit detects and reports duplicated or structurally inconsistent content within a single wiki page, making it ideal for individual page cleanup during sprints rather than cross-page merges.