gemini-search

Decompose research topics into sub-problems and aggregate papers into structured tables.

1|Updated Jul 21, 2026
One-click install
npx skills add https://github.com/dogekiki/SP-test --skill gemini-search-dogekiki
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gemini-search
Source: https://github.com/dogekiki/SP-test/tree/main/.trae/skills/gemini-search
Command: npx skills add https://github.com/dogekiki/SP-test --skill gemini-search-dogekiki

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @google/gemini-cli, gemini-mcp-tool.

What problem does it solve?

This skill solves the problem of shallow literature discovery by using AI to decompose research topics into sub-problems, explore naming variants, and surface relevant papers that traditional keyword-based search engines often miss.

Core Features & Use Cases

  • AI-Driven Discovery: Searches across multiple angles and aliases to find papers beyond simple keyword matching.
  • Structured Research Output: Automatically formats findings into tables including authors, venues, arXiv IDs, and code links.
  • Use Case: When researching a complex topic like "transformer efficiency," this skill will identify not just papers with that exact title, but also related work on pruning, quantization, and distillation, providing a comprehensive overview.

Quick Start

Use the gemini-search skill to find recent research papers on the topic of large language model quantization.

Frequently Asked Questions about gemini-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find academic papers beyond simple keyword matching?

To find academic papers beyond simple keyword matching, use AI-driven literature discovery to decompose research topics into sub-problems and naming variants, surfacing relevant work that traditional search engines miss.

What is the best way to discover research papers on complex topics like transformer efficiency?

The best way to discover research papers on complex topics like transformer efficiency is decomposing the query into related sub-problems like pruning and quantization, aggregating papers from top venues, preprints, and repositories.

How do I format literature search results into structured tables?

You format literature search results into structured tables by normalizing aggregated academic findings into structured formats, automatically extracting and organizing authors, venues, arXiv IDs, and code links.

Do I need the gemini-cli and gemini-mcp-tool to perform AI-powered literature discovery?

Yes, you need the gemini-cli and gemini-mcp-tool installed to perform AI-powered literature discovery, as these dependencies execute multi-angle search queries and normalize academic results.

Can I aggregate preprints and open-source repositories in a comprehensive literature search?

Yes, you can aggregate preprints and open-source repositories in a comprehensive literature search, because the multi-angle search queries specifically target top venues, preprints, and code repositories.