Does it provide citations for the information it finds?

Absolutely. The skill uses specific source tags with URLs and code snippets so you can immediately verify the context and accuracy of every claim.

What sources does the Documentation Research skill check?

It searches official library documentation, GitHub repositories, type definitions, cached research (Kura), and AI-friendly documentation indexes (Tome/llms.txt).

Can it help me troubleshoot specific error messages?

Yes, it is designed to cross-reference error messages with GitHub issues, source code implementation, and official troubleshooting guides to find verified fixes.

How does this skill differ from standard AI web search?

Unlike generic search, this skill follows a structured 'senior engineer' methodology, prioritizing official documentation (llms.txt) and source code over community workarounds to find the architecturally correct answer.

Documentation Research

Name: Documentation Research
Author: 803

by803

0•

Learning & Documentation

Conducts multi-source technical research to find idiomatic solutions and authoritative documentation for APIs and frameworks.

The Documentation Research skill transforms Claude into a high-level research agent capable of performing exhaustive technical investigations across multiple platforms. It moves beyond simple keyword matching by employing an iterative 'wide-deep' exploration methodology that evaluates source authority from official documentation down to the underlying source code. By analyzing confidence scores and providing inline citations, it ensures that developers receive the architecturally correct answer for library APIs, framework patterns, and complex troubleshooting tasks rather than just functional workarounds.

Key Features

01Query decomposition for breaking complex questions into focused sub-queries

02Multi-source searching across official docs, GitHub, and cached results

03Confidence scoring and trust hierarchy ranking for research reliability

04Automated citation system with exact source snippets and references

05Iterative wide-deep exploration methodology for exhaustive discovery

060 GitHub stars

Use Cases

01Deep-diving into library source code to understand undocumented internal behaviors

02Researching the idiomatic implementation of new framework versions like Next.js 15

03Troubleshooting complex edge cases using GitHub issues and official changelogs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add 803/sensei documentation-research

For use in Claude.ai and ChatGPT

Download Skill