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external-context

Decomposes a user query into 2-5 facets and fetches external documentation for each.

Updated Apr 11, 2026
Search Tags:#documentation#ai-assistant#web-search#parallel-agents#knowledge-retrieval#external-context#document-specialist
One-click install
npx skills add https://github.com/Pryma-Tech/iris --skill external-context-pryma-tech
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: external-context
Source: https://github.com/Pryma-Tech/iris/tree/main/cli/skills/external-context
Command: npx skills add https://github.com/Pryma-Tech/iris --skill external-context-pryma-tech

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 Claude agents.

Core Features & Use Cases

  • Facet decomposition: Breaks a query into 2-5 independent facets and dispatches parallel searches.
  • Parallel synthesis: Aggregates results with citations to official sources.
  • Use Case: When you need up-to-date API references and example-driven guidance across multiple sources.

Quick Start

Ask the AI to fetch external context for a topic by invoking the external-context skill.

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 API references at once?▼

Fetching up-to-date API references via parallel context search involves breaking a query into 2-5 facets, spawning parallel document-specialist agents, and synthesizing the results with citations to official source URLs.

Can I get synthesized software engineering implementation patterns from multiple sources?▼

Yes, you can get synthesized software engineering implementation patterns by orchestrating up to five parallel document-specialist agents that aggregate results with citations from multiple official sources.

How does parallel context search work for retrieving external knowledge?▼

Parallel context search works by decomposing a user query into 2-5 independent facets, orchestrating parallel document-specialist agents to fetch external references, and synthesizing the aggregated results with source URL citations.

Do I need any dependencies to run parallel document-specialist agents?▼

No dependencies are required to run the parallel document-specialist agents, as the skill operates independently to fetch external context and synthesize results with source URLs.

What is the best way to search for external docs across different software engineering topics?▼

The best way to search external docs across software engineering topics is using facet decomposition to dispatch 2-5 parallel agents, enabling parallel searches and synthesized results with official source citations.

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