What kind of data does it return to the user?

It provides a structured JSON report containing verified source URLs, installation commands, configuration code, and a list of common issues to watch out for.

How does it ensure the information is up-to-date?

Factory Researcher applies a specific quality filter for content published from 2024 onwards to avoid deprecated patterns and outdated library versions.

What sources does Factory Researcher prioritize?

The skill prioritizes official documentation (e.g., Anthropic, React, NestJS), verified GitHub repositories, and reputable technical blogs like Dev.to or Medium.

Can I use it for specific framework research?

Yes, it is designed to handle queries for specific integrations, such as finding the best way to implement authentication in a specific framework or library.

How is this different from a standard web search?

Unlike a standard search, it specifically targets developer-centric data, ignores low-quality SEO spam, and extracts usable code snippets directly for immediate implementation.

Factory Researcher

Name: Factory Researcher
Author: m16khb

bym16khb

Learning & Documentation

Conducts deep research across web documentation and GitHub repositories to extract modern implementation patterns and code examples.

About

Factory Researcher is a specialized intelligence skill designed to bridge the gap between static knowledge and the rapidly evolving software landscape. It empowers Claude to perform real-time searches of official documentation, high-quality GitHub examples, and technical blogs to gather the most current 2024+ implementation standards. By filtering for recent content and structured data—including installation commands, configuration snippets, and common pitfalls—it ensures that any component or code generated is based on the latest industry best practices and library versions.

Key Features

Filters for content published after 2024 to ensure modern coding standards.
0 GitHub stars
Prioritizes official documentation and verified GitHub repositories for high-quality data.
Provides standardized JSON output for seamless integration into development workflows.
Analyzes common issues and version-specific solutions to avoid debugging hurdles.
Extracts structured technical data including installation commands and API patterns.

Use Cases

Gathering current best practices and configuration templates for modern frameworks like NestJS or React.
Analyzing official 2025 documentation for new API integrations.
Searching GitHub for real-world implementation examples of specific libraries.

About

Key Features

Filters for content published after 2024 to ensure modern coding standards.
0 GitHub stars
Prioritizes official documentation and verified GitHub repositories for high-quality data.
Provides standardized JSON output for seamless integration into development workflows.
Analyzes common issues and version-specific solutions to avoid debugging hurdles.
Extracts structured technical data including installation commands and API patterns.

Use Cases

Gathering current best practices and configuration templates for modern frameworks like NestJS or React.
Analyzing official 2025 documentation for new API integrations.
Searching GitHub for real-world implementation examples of specific libraries.