Can it help with debugging specific error messages?

Yes, it uses specific error strings to search GitHub and the web, finding how other developers resolved identical issues in real-world codebases.

Where are the research reports saved?

Reports are automatically formatted and saved to the 'docs/research/' directory in your project using a standardized naming convention for easy team reference.

Does it support the latest technology versions?

Absolutely. The skill uses real-time web tools and specifically filters for 2025 content to ensure the documentation and patterns are current.

What makes this research skill different from standard AI searches?

This skill performs literal code searches on GitHub to find actual production examples and 'grep-like' patterns rather than relying on potentially outdated or generic AI training data.

Technical Research & Code Discovery

Name: Technical Research & Code Discovery
Author: Activer007

byActiver007

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Developer Tools

Conducts deep technical research using real-world GitHub implementations and high-quality web documentation to provide evidence-based recommendations.

This skill empowers Claude to perform exhaustive technical investigations by prioritizing production code over generic tutorials. Drawing inspiration from Linus Torvalds’ 'show me the code' philosophy, it utilizes GitHub’s literal search to find actual implementation patterns and Exa for up-to-date documentation. It is particularly useful for debugging complex issues, comparing technology stacks, or discovering undocumented API patterns, culminating in structured research reports saved directly to your repository's docs folder.

Key Features

01Real-time web and documentation scraping via Exa tools

02Automated generation of structured research reports in Markdown

03Evidence-based synthesis prioritizing 2025+ production code

04Deep-dive analysis for debugging, comparisons, and best practices

058 GitHub stars

06GitHub literal code search for real-world implementation patterns

Use Cases

01Comparing performance or implementation differences between two competing frameworks with code evidence

02Investigating how a specific library or API is implemented in high-profile production repositories

03Debugging rare error messages by finding similar occurrences and fixes in open-source projects

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