Where are the research results stored?

All findings are automatically saved as Markdown files in the docs/research/ directory of your project, following a standardized YYYY-MM-DD naming convention.

Can I use this skill for debugging complex errors?

Absolutely. It is designed to search for specific error patterns or implementation logic in production environments to see how other developers have resolved similar issues.

How does this skill find 'real-world' code?

It uses the searchGitHub tool to perform literal code searches across repositories, looking for actual usage of functions and patterns rather than just keyword-based tutorials.

Does this research include recent documentation?

Yes, it utilizes Exa tools to scrape the latest web content and official documentation, specifically prioritizing 2025 updates and verified technical sources.

Technical Research Assistant

Name: Technical Research Assistant
Author: Activer007

byActiver007

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学习与文档

Conducts deep technical research using GitHub code search and Exa web tools to find real-world implementation patterns and best practices.

关于

This skill transforms Claude into a rigorous technical researcher that prioritizes production-ready code over generic tutorials. It leverages GitHub's literal code search to identify how libraries are actually used in the wild, combined with Exa's web intelligence to scrape the most recent 2025 documentation and articles. Ideal for developers investigating new technologies, debugging complex issues, or performing architectural comparisons, the skill automatically synthesizes findings into structured Markdown reports saved directly to your project's documentation folder.

主要功能

Literal GitHub code search for production implementation patterns
Automatic report versioning in the docs/research/ directory
Structured research reporting with core findings and code evidence
Real-time web scraping and documentation extraction via Exa
Persona-driven analysis focused on evidence-based best practices
1 GitHub stars

使用场景

Comparing multiple libraries or frameworks before architectural adoption
Finding real-world usage examples for undocumented or complex APIs
Investigating the latest 2025 coding patterns and technology updates

关于

主要功能

Literal GitHub code search for production implementation patterns
Automatic report versioning in the docs/research/ directory
Structured research reporting with core findings and code evidence
Real-time web scraping and documentation extraction via Exa
Persona-driven analysis focused on evidence-based best practices
1 GitHub stars

使用场景

Comparing multiple libraries or frameworks before architectural adoption
Finding real-world usage examples for undocumented or complex APIs
Investigating the latest 2025 coding patterns and technology updates