How does this differ from a standard AI web search?

Unlike generic searches, this skill focuses on 'literal code' (grep-style) and production implementations rather than just reading tutorials or blog posts.

What is the 'Linus Torvalds' philosophy mentioned in the skill?

It refers to the priority of 'Show me the code,' where the skill values actual production usage and official documentation over speculative opinions or outdated articles.

What tools does the Research skill use?

It leverages GitHub's literal code search for discovering real-world implementation patterns and Exa's specialized web search for high-quality documentation and SDK context.

Can this skill help with debugging?

Yes, it can search for specific error messages or complex code patterns across GitHub to find how other production-grade projects have addressed the issue.

Where are the research results saved?

All findings are automatically formatted and saved as structured markdown files in your project's 'docs/research/' directory.

Technical Research & Code Analysis

Name: Technical Research & Code Analysis
Author: Activer007

byActiver007

•

学習とドキュメンテーション

Conducts deep technical investigations into libraries, APIs, and patterns using real-world GitHub implementations and specialized web searches.

The Technical Research skill empowers Claude to act as an expert developer investigating new technologies, debugging complex issues, or comparing implementation patterns. By prioritizing actual production code over generic tutorials, it utilizes GitHub literal code search and Exa's high-quality documentation context to provide evidence-based recommendations. The skill automates the synthesis of findings into structured reports, ensuring that all architectural decisions and technical discoveries are saved directly into your project's documentation for future reference.

主な機能

01Comparative analysis of libraries, frameworks, and architectural options

02Verification of best practices through production-grade code examples

03Automated synthesis of research findings into structured markdown reports

04Exa-powered retrieval of official documentation and API contexts

055 GitHub stars

06Literal GitHub code search for discovering real-world usage patterns

ユースケース

01Investigating the most efficient way to implement a new library or SDK

02Debugging complex issues by finding how other developers solved similar problems

03Performing technology comparisons to decide between competing frameworks

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