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Khamel83
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deep-research

Run background deep research via Gemini CLI or free search APIs and save organized results.

Updated Nov 22, 2025
Search Tags:#research#gemini#web-search#token-savings#information-retrieval#background-agent
One-click install
npx skills add https://github.com/Khamel83/oneshot --skill deep-research-khamel83
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/Khamel83/oneshot/tree/main/archive/v9/skills/deep-research
Command: npx skills add https://github.com/Khamel83/oneshot --skill deep-research-khamel83

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deep research is performed without burning Claude tokens by running a background sub-agent that uses Gemini CLI or free search APIs to gather and organize information.

Core Features & Use Cases

  • Gemini CLI mode for thorough, contextual analysis with minimal token usage.
  • Free search API mode for quick information gathering when Gemini is unavailable.
  • Background sub-agent persists progress and saves results for reuse.

Quick Start

Initiate a deep research task on a topic using Gemini CLI or free search APIs and save results to your research folder.

Frequently Asked Questions about deep-research

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

FAQPage Schema
How do I perform deep research without burning Claude tokens?▼

Perform deep research without burning Claude tokens by running a background sub-agent that uses Gemini CLI or free search APIs to gather and organize information independently.

What is the best way to gather information using free search APIs in the background?▼

The best way to gather information using free search APIs is to run a background sub-agent that retrieves data quickly when Gemini is unavailable, saving organized results to a dedicated repository.

Does deep research with Gemini CLI save structured results for reuse?▼

Deep research with Gemini CLI saves structured results for reuse by operating as a background sub-agent that persists progress and stores organized information in a dedicated research folder.

How do I select the right mode for information retrieval when using background agents?▼

Select the right mode for information retrieval based on tool availability and user goals, choosing Gemini CLI for thorough contextual analysis or free search APIs for quick gathering.

What are the limitations of using free search APIs for deep research?▼

The limitation of using free search APIs for deep research is that they provide quick information gathering rather than the thorough, contextual analysis available when using Gemini CLI mode.

Do I need Gemini CLI to run deep research tasks as a background sub-agent?▼

You do not need Gemini CLI to run deep research tasks as a background sub-agent; the system supports a free search API mode for quick information gathering when Gemini is unavailable.

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