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Highly Recommended

Zotero Code Execution

Transforms literature searching from tedious manual work to intel...
Smart search butler for academic research
Core Principle:
This tool makes your Zotero literature searches effortless and powerful. It automatically runs multiple search strategies (semantic, keyword, tag-based), fetches 100+ items, intelligently deduplicates and ranks by relevance, then returns just the top 20 most relevant results. Say goodbye to manual search result collation.
KEY FEATURES
01Smart Aggregated Search
Performs semantic/keyword/tag searches simultaneously
02Auto Deduplication
Merges results from different searches and removes duplicates
03Relevance Ranking
Intelligently sorts by content relevance
04Safe Big Data
Processes 100+ items safely in code environment
github.com/kerim/zotero-code-execution
data-ai·kerim·2026-02-06·⭐ 21·🔱 1
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/kerim/zotero-code-execution.git
SSH
git clone [email protected]:kerim/zotero-code-execution.git
GitHub CLI
gh repo clone kerim/zotero-code-execution
FAQ
Q: What are the installation steps for Zotero Code Execution Agent Skills?
1.Install Skill: Copy skill folder to Claude Code skill directory
2.Import Library: Import SearchOrchestrator and format_results
3.Execute Search: Call comprehensive_search method
4.Get Results: Receive deduplicated and ranked paper list
Q: What are the highlights of Zotero Code Execution Agent Skills?
  • Breaks Zotero native limits
  • Smart search + auto dedupe
  • Relevance-first ranking
  • Safe big data processing
Q: What are the use cases for Zotero Code Execution Agent Skills?
  • Quickly finding most relevant papers for literature review
  • Tracking latest developments in research field
  • Managing academic literature across languages
  • Systematically collecting all relevant papers on specific topic
Q: What are the limitations of Zotero Code Execution Agent Skills?
  • Requires Python setup
  • Depends on Zotero MCP
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