What tools does this skill utilize?

Skill Researcher uses a combination of WebSearch and WebFetch for external data, alongside repository tools like Grep and Bash for internal code analysis.

Can I use it to find code examples?

Yes, it includes specific operations for searching and analyzing GitHub repositories to identify proven architectural patterns and implementation snippets.

How does Skill Researcher help with MCP servers?

It provides a structured workflow to search for, evaluate, and document integration requirements for Model Context Protocol (MCP) servers, ensuring you pick the right tools for your skill.

How does it ensure search results are up to date?

The skill includes specialized search strategies that utilize date filters (e.g., 2024-2025) and technical qualifiers to prioritize the most recent and relevant documentation.

Skill Researcher

Name: Skill Researcher
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Systematically gathers technical knowledge, patterns, and best practices across the web, GitHub repositories, and MCP servers.

Skill Researcher is a comprehensive toolkit designed to streamline the technical research phase of software development. It enables developers to discover architectural patterns, evaluate MCP servers for integration, and analyze real-world code examples from GitHub repositories. By automating multi-source data gathering—from official documentation to community discussions—it ensures that development decisions are backed by current best practices and proven implementation strategies, making it an essential companion for building robust Claude Code skills and software architectures.

Key Features

010 GitHub stars

02Pattern discovery for architectural and implementation best practices

03GitHub repository analysis to extract real-world code examples

04Systematic evaluation of MCP server capabilities and integration needs

05Structured research operations with credibility-weighted documentation

06Multi-source technical research spanning Web, GitHub, and MCP directories

Use Cases

01Identifying community-standard patterns for building specialized Claude Code skills

02Researching unfamiliar frameworks or libraries before starting implementation

03Finding and evaluating relevant MCP servers for external tool integration

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