Gemini Search
Search research papers via Gemini for broad literature discovery.
Install
npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill gemini-search -g -a claude-code -y- Repository
- wanshuiyin/Auto-claude-code-research-in-sleep18.4k
- Category
- Writing
- Updated
- 4d ago
- License
- MIT
- Context cost
- Mediumabout 2,224 tokens
- Runs scripts
- No, instructions only
What it does
Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.
Gemini Literature Search
Search query: $ARGUMENTS
Role & Positioning
This skill uses Gemini as a broad literature discovery source:
| Skill | Source | Best for |
|---|---|---|
/arxiv | arXiv API | Latest preprints, cutting-edge unrefereed work |
/semantic-scholar | Semantic Scholar API | Published venue papers (IEEE, ACM, Springer) with citation counts |
/deepxiv | DeepXiv CLI | Layered reading: search, brief, section map, section reads |
/exa-search | Exa API | Broad web search: blogs, docs, news, companies, research papers |
/gemini-search | Gemini MCP / CLI | AI-powered broad literature discovery, searches across multiple angles, aliases, and sub-problems |
Use Gemini when you want AI-driven discovery that goes beyond keyword matching, Gemini decomposes topics into sub-problems, explores naming variants, and surfaces papers that traditional API searches may miss.
Constants
- MAX_RESULTS = 15, Target number of papers Gemini should find.
- MIN_YEAR = 2022, Default minimum publication year. Override with
, year: 2020-. - DEFAULT_MODEL = auto-gemini-3, Auto-routes within the Gemini 3 family (Pro / Flash) by server-side capacity. Required by
mcp__gemini-cli__ask-geminiandgemini-cliv0.40+; explicitgemini-3-pro-previewis silently downgraded togemini-2.5-proon OAuth-personal / Google One AI Pro accounts when capacity is exhausted. Override with, model: gemini-3-flash-preview(Gemini 3 Flash explicit, faster, higher quota), or, model: gemini-2.5-pro/gemini-2.5-flash(legacy, only for users on oldergemini-cli< v0.40). The MCP tool accepts all of these verbatim.
