Can skill-researcher identify code patterns in existing repositories?

Yes, it is designed to explore repository structures, file naming conventions, and repeated code patterns to provide real-world implementation examples.

Does it evaluate the credibility of its research sources?

Yes, the skill includes logic to prioritize official documentation and established technical sources over lower-credibility personal blogs or outdated forums.

What is the primary purpose of the skill-researcher tool?

It provides a systematic framework for Claude to gather technical knowledge, discover best practices, and analyze codebases across the web and GitHub.

How does this skill help with MCP server integration?

It can search for available Model Context Protocol servers, evaluate their specific tool capabilities, and document the necessary installation and configuration steps.

Which tools does skill-researcher require to function?

The skill utilizes WebSearch and WebFetch for online data, alongside Grep, Glob, and Bash for exploring local or cloned codebases.

Skill Researcher

Name: Skill Researcher
Author: adaptationio

byadaptationio

0•

Learning & Documentation

Conducts systematic technical research across web sources, MCP servers, and GitHub repositories to identify best practices and implementation patterns.

Skill Researcher is a comprehensive toolkit designed to streamline technical discovery and knowledge gathering. It enables Claude to perform deep-dive research into unfamiliar technologies, find real-world code examples in GitHub repositories, and evaluate Model Context Protocol (MCP) servers for integration. By synthesizing information from documentation, community discussions, and official specifications, it helps developers validate architectural decisions and establish clear requirements for complex software projects.

Key Features

01Targeted web search for current technical documentation and 2024-2025 best practices

02Systematic discovery and capability evaluation of MCP servers

03Automated synthesis of multi-source findings into actionable research reports

04Deep exploration of GitHub repositories to extract architectural patterns and examples

05Source credibility assessment to prioritize official documentation over forum discussions

060 GitHub stars

Use Cases

01Discovering and planning the integration of specialized MCP servers into the development workflow

02Gathering technical requirements and code examples for unfamiliar frameworks or APIs

03Researching implementation patterns and directory structures for new software projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz skill-researcher

For use in Claude.ai and ChatGPT

Download Skill