From calibre-mcp
Analyzes Calibre library health: duplicate detection, missing metadata, orphaned records, format coverage, tag consistency, cover completeness, and integrity validation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/calibre-mcp:library_healthThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
**Description:** Analyze Calibre library health: duplicate detection, missing metadata, orphaned records, format coverage, tag consistency, cover completeness, and integrity validation.
Description: Analyze Calibre library health: duplicate detection, missing metadata, orphaned records, format coverage, tag consistency, cover completeness, and integrity validation.
manage_analysis(operation="duplicates") — Detect duplicate entries by title similarity + author match. Returns grouped duplicate candidates with merge suggestions.manage_analysis(operation="health") — Full library health report: total books, missing metadata count, format distribution, cover coverage, tag frequency.manage_library_operations(operation="integrity_check") — Database integrity scan: checks calibre database for orphaned records, broken format links, missing files.manage_metadata(operation="show", book_id=...) — Inspect individual book metadata for quality assessment.manage_tags(operation="list") — List all tags in use. Shows frequency; reveals typos and inconsistent capitalization.manage_metadata(operation="update", book_id=..., field=..., value=...) — Fix individual metadata issues.manage_analysis(operation="duplicates") first. Review grouped candidates. Merge or delete duplicates.manage_analysis(operation="health") for an overview. Note missing covers, authors, or tags.manage_tags(operation="list"). Look for variants: "sci-fi" vs "scifi" vs "science-fiction". Normalize via bulk metadata update.manage_metadata(operation="download_cover", book_id=...) for each, or batch via agentic workflow.manage_library_operations(operation="integrity_check"). Fix any broken format links or dangling orphans."Check my library for duplicates and missing metadata." → manage_analysis(operation="duplicates") → merge confirmed dupes → manage_analysis(operation="health") → fix 12 missing authors → manage_tags(operation="list") → merge "sci-fi"/"scifi" → report results.
npx claudepluginhub sandraschi/calibremcpChains multiple CalibreMCP tools for automated ebook library workflows including discovery, search, metadata management, batch processing, and import pipelines.
Audits Zotero libraries for duplicates, orphan items, bloated collections, and tag issues; emits preview-only cleanup plans. Defers CRUD to zotero-skills skill or research-hub CLI.
Performs standalone Zotero library operations — adding abstracts, attaching PDFs, enriching metadata, deduplicating, and fixing BBT citation keys. Not for systematic review pipelines.