docs-seeker

Search technical documentation via context7 llms.txt URLs and analyze results.

1|Updated Dec 13, 2025
One-click install
npx skills add https://github.com/mthienDev/cipher-talk --skill docs-seeker-mthiendev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: docs-seeker
Source: https://github.com/mthienDev/cipher-talk/tree/main/.claude/skills/docs-seeker
Command: npx skills add https://github.com/mthienDev/cipher-talk --skill docs-seeker-mthiendev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill eliminates the frustration of wading through irrelevant search results and consuming excessive tokens when trying to find specific technical documentation. It automates the discovery process, delivering highly targeted information quickly and efficiently.

Core Features & Use Cases

  • Intelligent Query Detection: Automatically classifies user queries as topic-specific or general, extracting relevant library names and keywords.
  • Script-First Documentation Fetching: Uses executable scripts to construct and fetch documentation from context7.com and other sources, with built-in fallback chains.
  • Agent Distribution Strategy: Analyzes fetched documentation (llms.txt) to categorize URLs by priority and recommends optimal agent distribution for comprehensive analysis.
  • Use Case: A developer needs to quickly find how to implement a date picker in shadcn/ui. This skill will pinpoint the exact documentation without manual searching, saving time and tokens.

Quick Start

Find documentation on 'Next.js caching strategies' using the docs-seeker skill.

Frequently Asked Questions about docs-seeker

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

FAQPage Schema
How do I search technical documentation efficiently without wasting tokens?

Search technical documentation by submitting topic-specific or general queries; the Skill automatically detects your intent, extracts library names, constructs documentation URLs from context7.com and other sources, and returns prioritized results with zero-token script execution, eliminating manual searching and excessive token consumption.

Can I find API documentation for specific frameworks like shadcn/ui or Next.js?

Yes. The Skill classifies framework-specific queries, pinpoints exact documentation pages, and analyzes llms.txt files to categorize URLs by relevance, so you locate API reference material and implementation guides without manual browsing.

How does the Skill handle documentation queries when standard search fails?

Documentation search uses built-in fallback chains and robust error handling; if primary sources are unavailable, the Skill attempts alternative documentation endpoints and constructs queries with agent distribution strategy to ensure comprehensive coverage across multiple sources.

What's the best way to discover relevant documentation across multiple libraries or repositories?

Submit repository or multi-library queries; the Skill analyzes fetched documentation, categorizes URLs by priority level, recommends optimal agent distribution for comprehensive analysis, and guides you to the most relevant technical resources across your tech stack.

Do I need to manually format my documentation queries, or does the Skill handle that?

The Skill handles query formatting automatically through intelligent detection and keyword extraction; you submit plain-language questions about libraries, frameworks, or general technical topics, and it constructs optimized documentation searches without manual syntax or URL building.