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Post-MVP

Librarian

Organize tags, suggest merges, enforce consistency, and calculate relevance across your knowledge base.

Keep your taxonomy clean and your knowledge findable.

What Librarian Does

As your knowledge base grows, maintaining a clean and consistent tag system becomes challenging. Librarian continuously monitors and optimizes your taxonomy.

Duplicate Detection

Identifies tags that are essentially the same: "machine-learning" vs "ml" vs "machinelearning". Suggests merges.

Hierarchy Suggestions

Proposes parent/child relationships: "python" should be under "programming-languages".

Relevance Scoring

Calculates how relevant each entry is over time. Factors in recency, access frequency, and connections.

Orphan Detection

Finds tags used only once or entries with no tags. Suggests organization improvements.

Tag Health Dashboard

Librarian provides a dashboard showing the health of your taxonomy.

247
Total Tags
12
Suggested Merges
8
Orphan Tags
94%
Health Score
Merge suggestion: ai + artificial-intelligence
Hierarchy: react under javascript

Configurable Automation

Auto-merge obvious duplicates

Automatically merge tags with >95% semantic similarity

Normalize tag format

Convert "Machine Learning" to "machine-learning"

Weekly health report

Email summary of taxonomy changes and suggestions

Coming Soon: Librarian Agent

Librarian is planned for post-MVP release. Keep your knowledge base organized automatically.