How does this skill differ from standard Claude searches?

This skill uses specialized tools like searchGitHub for literal code-string matching and Exa for real-time web content, focusing on production code rather than just tutorial data.

Does it work with the latest 2025 documentation?

Yes, it uses real-time web search tools to prioritize current content and documentation over outdated training data.

Can this help me choose between two different libraries?

Yes, it includes a specific 'Comparison' strategy that analyzes web articles and verifies claims by checking how both libraries are used in real-world repositories.

Where are the research results stored?

Findings are automatically synthesized and saved as standardized Markdown files in your project's docs/research/ directory for easy reference.

Technical Implementation Research

Name: Technical Implementation Research
Author: Activer007

byActiver007

•

学習とドキュメンテーション

Conducts deep technical research into libraries, APIs, and code patterns to find real-world production implementations.

This skill empowers Claude to perform evidence-based technical investigations by searching GitHub for actual code usage and utilizing Exa for real-time web documentation. It bypasses generic tutorials in favor of production-grade examples, helping developers compare technologies, debug complex issues, and establish best practices. Every research session results in a structured, dated report saved directly to your project's documentation folder for future reference, ensuring your team has a clear trail of technical decision-making.

主な機能

01Real-time web scraping and documentation retrieval via Exa

02Evidence-based synthesis prioritizing code over tutorials

03Context-aware search strategies for debugging vs. technology comparison

04GitHub literal code search for real-world production patterns

055 GitHub stars

06Automated research report generation in docs/research/

ユースケース

01Identifying correct API usage by searching for non-trivial GitHub code examples

02Comparing two similar libraries by analyzing their real-world implementation patterns

03Researching the latest 2025 best practices for specific framework integrations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills research

For use in Claude.ai and ChatGPT

Download Skill