Can it help with technology migrations?

Yes, it can search for specific code patterns related to library upgrades or migrations to see how other developers have successfully handled the transition.

Where are the research results stored?

All findings are automatically synthesized into structured Markdown reports and saved to the 'docs/research/' directory within your project for future reference.

Does it provide the latest documentation?

Yes, it uses the 'get_code_context_exa' tool to fetch high-quality, up-to-date library documentation and examples directly from the web.

How does this differ from standard AI search?

Unlike standard AI search which relies on training data, this skill performs literal code searches on GitHub to find actual production usage, ensuring results are grounded in real-world reality.

Technical Research Pro

Name: Technical Research Pro
Author: Microck

byMicrock

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学習とドキュメンテーション

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

概要

This skill empowers Claude to perform deep-dive technical investigations by prioritizing real-world code over generic tutorials. Adopting a 'code-first' philosophy, it leverages specialized tools like GitHub literal code search and Exa to find production-grade implementation examples, verify library usage, and document findings in structured reports. It is ideal for developers needing to compare technologies, debug complex issues, or understand how modern libraries are actually used in the wild, ensuring that every recommendation is backed by empirical evidence.

主な機能

Evidence-based technology comparison and architectural evaluation
Automated structured reporting saved directly to project documentation
81 GitHub stars
Literal GitHub code search for real-world production usage patterns
Exa-powered web and documentation scraping for up-to-date technical context
Multi-source verification to bypass outdated or low-quality tutorials

ユースケース

Comparing competing frameworks based on actual GitHub usage and recent benchmarks
Debugging complex issues by searching for similar code patterns and error handling in the wild
Investigating the production-grade implementation of a specific library or SDK

概要

主な機能

Evidence-based technology comparison and architectural evaluation
Automated structured reporting saved directly to project documentation
81 GitHub stars
Literal GitHub code search for real-world production usage patterns
Exa-powered web and documentation scraping for up-to-date technical context
Multi-source verification to bypass outdated or low-quality tutorials

ユースケース

Comparing competing frameworks based on actual GitHub usage and recent benchmarks
Debugging complex issues by searching for similar code patterns and error handling in the wild
Investigating the production-grade implementation of a specific library or SDK