external-context

Coordinate parallel document-specialist agents to fetch external documentation and web context.

Updated Feb 15, 2026
One-click install
npx skills add https://github.com/leejaedus/pepcode --skill external-context
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: external-context
Source: https://github.com/leejaedus/pepcode/tree/main/skills/external-context
Command: npx skills add https://github.com/leejaedus/pepcode --skill external-context

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Decompose and coordinate parallel document-specialist agents to fetch external web documentation and context for informed decision-making.

Core Features & Use Cases

  • Decomposition: Break a query into 2-5 independent search facets for targeted results.
  • Parallel Search: Spawn multiple document-specialist agents to search different facets simultaneously and efficiently.
  • Synthesis: Aggregate findings with citations into a structured, actionable context.

Quick Start

Provide a topic to the external-context skill to start parallel web-context gathering.

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 web documentation from multiple sources at once?

To gather external web context in parallel, the skill decomposes your query into 2-5 independent search facets and spawns multiple document-specialist agents simultaneously. It then synthesizes the findings with citations into structured, actionable context.

What is query decomposition for parallel web search and how does it work?

Query decomposition for parallel web search breaks a complex topic into 2-5 independent search facets. It works by spawning multiple document-specialist agents to search these facets simultaneously, gathering targeted external context across software docs, APIs, and blogs efficiently.

How do I synthesize research from multiple web sources with citations?

To synthesize research with citations, the skill aggregates findings from parallel document-specialist agents. It compiles external documentation and web context into a structured, actionable format complete with source citations for knowledge gathering and context validation.

Can I validate context across official software docs and APIs using parallel processing?

Yes, you can validate context across official software docs and APIs using parallel processing. The skill coordinates parallel agents to fetch external documentation, applying parallel processing to validate knowledge across multiple official sources simultaneously for informed decision-making.

What's the best way to gather external context for research across different blogs and official sources?

The best way to gather external context for research across blogs and official sources is to decompose the query into facets and spawn parallel document-specialist agents. This efficiently targets varied external documentation and synthesizes results with citations into structured context.

Does parallel web search work for gathering knowledge without external dependencies?

Yes, parallel web search works without external dependencies. The skill operates independently to decompose queries and coordinate parallel document-specialist agents for gathering external web context, synthesizing results into structured, actionable context.