Can I search for specific code patterns instead of just keywords?

Yes, the skill utilizes literal code search (grep-style) on GitHub, allowing you to find exact function calls, configurations, and implementation snippets.

How does the research skill differ from standard AI knowledge?

Unlike standard AI models that rely on training data, this skill uses live tools like GitHub Search and Exa to find real-time, 2025-ready implementation data and documentation.

What sources does the research skill prioritize?

It follows a strict hierarchy: real production code and official documentation are prioritized over blog posts, tutorials, or generic articles.

Where are the research findings stored?

All research findings are synthesized into structured Markdown reports and automatically saved to your project's 'docs/research/' directory.

Technical Research & Implementation

Name: Technical Research & Implementation
Author: Activer007

byActiver007

Developer Tools

Conducts deep technical research using GitHub code search and Exa to find real-world implementation patterns and production-ready examples.

About

The Technical Research skill empowers Claude to go beyond generic advice by performing literal code searches on GitHub and deep-web scraping via Exa. It adopts a 'show me the code' philosophy to identify how libraries, APIs, and architectural patterns are used in actual production environments. By cross-referencing official documentation with real-world repositories, it synthesizes high-quality research reports that are automatically saved to your project's documentation folder, ensuring your technical decisions are backed by verifiable evidence rather than just tutorials.

Key Features

High-quality library and SDK documentation retrieval
Literal GitHub code search for identifying real-world usage patterns
0 GitHub stars
Evidence-based comparison analysis for technology stacks
Real-time web search and content scraping via Exa integration
Automatic generation of structured research reports in docs/research/

Use Cases

Evaluating and comparing the pros and cons of different SDKs based on recent production data
Investigating how top-tier projects implement specific authentication or state management libraries
Debugging complex issues by searching for similar error patterns in open-source codebases

About

Key Features

High-quality library and SDK documentation retrieval
Literal GitHub code search for identifying real-world usage patterns
0 GitHub stars
Evidence-based comparison analysis for technology stacks
Real-time web search and content scraping via Exa integration
Automatic generation of structured research reports in docs/research/

Use Cases

Evaluating and comparing the pros and cons of different SDKs based on recent production data
Investigating how top-tier projects implement specific authentication or state management libraries
Debugging complex issues by searching for similar error patterns in open-source codebases