ai-research

Orchestrate Gemini CLI research via tmux and generate source-backed research memos.

Updated Feb 4, 2026
One-click install
npx skills add https://github.com/sizukutamago/dev-tools-plugin --skill ai-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-research
Source: https://github.com/sizukutamago/dev-tools-plugin/tree/main/skills/ai-research
Command: npx skills add https://github.com/sizukutamago/dev-tools-plugin --skill ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill enables structured, sourced information gathering by coordinating Gemini CLI with tmux to perform web search and documentation investigations.

Core Features & Use Cases

  • Unified investigation workflow: Orchestrates Gemini for web searches, RFCs, official docs, and changelogs with a reproducible RESEARCH MEMO.
  • Source-backed decision support: Produces memo templates with citations to sources for architectural comparisons and security best-practices.
  • Collaborative handoff: Bridges Gemini findings to Codex for design reviews or implementation planning.

Quick Start

Run the ai-research workflow to start Gemini in a dedicated tmux pane, issue a research prompt, and generate a RESEARCH MEMO.

Frequently Asked Questions about ai-research

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

FAQPage Schema
How do I automate web searches and documentation lookups using Gemini CLI?

To automate web searches and documentation lookups with Gemini CLI, this skill orchestrates investigations via tmux, running prompts in a dedicated pane and organizing findings into a structured RESEARCH MEMO with citations.

What is the best way to generate a sourced research memo for RFCs and changelogs?

The best way to generate a sourced research memo for RFCs and changelogs is to run a coordinated Gemini investigation, which automatically produces a reproducible RESEARCH MEMO template backed by citations from official documentation.

Do I need a tmux session to run collaborative Gemini investigations?

Yes, you need a tmux session to run collaborative Gemini investigations, as this workflow requires tmux to manage the dedicated panes for issuing prompts and capturing documentation search results.

Can I use this workflow for library comparisons and security best practices?

Yes, you can use this workflow for library comparisons and security best practices, as it applies Gemini-driven investigations to architectural comparisons, security best-practice documentation, and version-change analyses.

How does the research handoff work between Gemini findings and design reviews?

The research handoff works by bridging Gemini findings to Codex, allowing you to transition directly from sourced information gathering in the RESEARCH MEMO to design reviews or implementation planning.

What are the limitations of running Gemini CLI investigations in tmux?

A key limitation is that running Gemini CLI investigations in tmux requires a properly authenticated Gemini CLI installation and a strictly defined RESEARCH MEMO workflow to organize findings without breaking the reproducible structure.