zotero-operations

You can automate adding missing abstracts and attaching PDFs by running batch operations on your Zotero library. The skill uses predefined scripts and local JSON-RPC endpoints to enrich item records and fill metadata gaps safely.

Deduplicating items and fixing Better BibTeX keys is handled through automated library housekeeping scripts. The process resolves duplicates, adds structured notes for decision trails, and updates metadata to maintain consistent BBT keys across imported and existing items.

Yes, batch updating Zotero metadata and importing items is supported through automated upsert operations. The skill communicates via MCP tools for reads and applies predefined enrichment scripts to tag and structure new items consistently.

Zotero library automation relies on local JSON-RPC endpoints and the plugin's Zotero pipelines to perform metadata enrichment. It conducts safe, pre-flight checks and adheres to access rules to update individual items or execute batch tasks.

Pre-flight checks are needed during Zotero library maintenance to ensure safe operations and adherence to the plugin's access rules. These checks prevent accidental data corruption when updating BBT keys, enriching metadata, or deduplicating items.

Limitations of script-based Zotero library management include dependencies on local JSON-RPC endpoints and the plugin's pipelines. Deduplication and metadata enrichment require clear prompts for next steps, meaning some complex item conflicts may still need manual review.