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OliverOuyang
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external-context

Decompose user queries into facets and run parallel external documentation searches.

1|Updated Apr 1, 2026
Search Tags:#citations#web-search#knowledge-retrieval#external-context#document-search
One-click install
npx skills add https://github.com/OliverOuyang/shuhe-work-skills --skill external-context-oliverouyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: external-context
Source: https://github.com/OliverOuyang/shuhe-work-skills/tree/main/skills/external-context
Command: npx skills add https://github.com/OliverOuyang/shuhe-work-skills --skill external-context-oliverouyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly gather external documentation and references by delegating search work to parallel document-specialist agents, reducing time to verify sources and answers.

Core Features & Use Cases

  • Parallel facet-based search: Decomposes a query into independent facets and searches them concurrently.
  • Cited results: Aggregates sources with citations to official docs, GitHub, blogs, and reference material.
  • Use Case: When you need up-to-date external context for a technical decision, such as comparing ORM options or validating API usage patterns.

Quick Start

Invoke the external-context skill with your topic to spawn parallel document specialists and synthesize a sourced briefing.

Frequently Asked Questions about external-context

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

FAQPage Schema
How do I gather external documentation and references for technical validation?▼

Gather external documentation by decomposing a query into independent search facets and executing parallel external lookups to retrieve official docs and reference material.

What is the best way to compare ORM options using cited web search results?▼

The best way to compare ORM options is spawning parallel document specialists to synthesize a sourced briefing with citations to official documentation, GitHub, and reference material.

Can I fetch parallel external context for multiple search facets concurrently?▼

Yes, you can fetch parallel external context by decomposing a query into independent facets and searching them concurrently to aggregate cited sources for a synthesized briefing.

Does this approach provide citations to official documentation and blogs?▼

Yes, parallel external lookups aggregate cited results with references to official documentation, GitHub, blogs, and reference material to support research and decision-making workflows.

When do I need parallel external lookups for knowledge retrieval?▼

You need parallel external lookups for knowledge retrieval when making technical decisions requiring up-to-date external context, comparing framework options, or validating API usage patterns across diverse sources.

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