gemini-search

Solid

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.

AI & Automation 11,977 stars 1099 forks Updated yesterday MIT

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Skill Content

# 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-gemini` and `gemini-cli` v0.40+; explicit `gemini-3-pro-preview` is **silently downgraded to `gemini-2.5-pro`** on OAuth-personal / Google One AI Pro accounts when capacity is exhausted. Override with `— model: gemini-3-flash-preview` (Gemini...

Details

Author
wanshuiyin
Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Created
3 months ago
Last Updated
yesterday
Language
Python
License
MIT

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