external-context

Decompose queries into facets and run parallel document-specialist searches.

1|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/oneforce/oh-my-gemini-cli --skill external-context-oneforce
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: external-context
Source: https://github.com/oneforce/oh-my-gemini-cli/tree/main/skills/external-context
Command: npx skills add https://github.com/oneforce/oh-my-gemini-cli --skill external-context-oneforce

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Fetch external documentation, references, and context for a query. Decomposes into 2-5 facets and spawns parallel document-specialist Gemini agents.

Core Features & Use Cases

  • Facet decomposition: Breaks a query into 2-5 independent search facets.
  • Parallel agent invocation: Runs document-specialist agents in parallel to gather diverse sources.
  • Synthesis & citation: Aggregates findings with citations and structured outputs for rapid decision-making.

Quick Start

Invoke through the CLI with /oh-my-gemini-cli:external-context <your query> to fetch context from multiple sources.

Frequently Asked Questions about external-context

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

FAQPage Schema
How do I fetch external documentation for multiple search facets in parallel?

To fetch external documentation in parallel, this Skill decomposes a query into 2-5 independent facets and spawns up to 5 parallel document-specialist Gemini agents to search official docs, GitHub, and blogs simultaneously.

What is the best way to gather technical context from official docs and GitHub repositories?

The best way to gather technical context is using a facet-decomposition workflow that dispatches parallel agents to fetch and synthesize cited results from official docs, GitHub repositories, and industry blogs into a structured summary.

Can I synthesize cited knowledge from diverse sources for rapid technical validation?

Yes, you can synthesize cited knowledge by orchestrating parallel document-specialist searches that aggregate findings from diverse sources into structured outputs, enabling rapid technical validation and decision-making.

How do I run a query to fetch external context through the CLI?

To fetch external context through the CLI, invoke the command using the syntax /oh-my-gemini-cli:external-context followed by your query, which triggers the parallel agents and facet-decomposition workflow automatically.

Does this parallel agent search approach work for research across industry blogs?

Yes, this parallel agent search approach works for research across industry blogs by applying document-specialist Gemini agents that independently gather and synthesize context from official docs, GitHub, and blog sources.

When should I not use facet decomposition for external knowledge gathering?

You should not use facet decomposition for external knowledge gathering when your query is too narrow to split into at least 2 independent search facets, or when real-time single-source lookups are sufficient over synthesized multi-source validation.