researcher

Analyze cross-repository patterns to inform strategic research decisions.

12|4|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/TurnaboutHero/oh-my-antigravity --skill researcher-turnabouthero
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: researcher
Source: https://github.com/TurnaboutHero/oh-my-antigravity/tree/main/skills/researcher
Command: npx skills add https://github.com/TurnaboutHero/oh-my-antigravity --skill researcher-turnabouthero

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers quickly analyze patterns across multiple repositories, extracting insights that accelerate decision-making and knowledge growth.

Core Features & Use Cases

  • Cross-repository pattern analysis
  • Technology comparison and best-practice identification
  • Trend analysis and implementation discovery
  • Research planning and knowledge extraction across projects

Quick Start

Ask the Researcher to perform a cross-repo analysis on a topic, for example "Analyze authentication patterns across top GitHub repositories and identify common libraries and approaches."

Frequently Asked Questions about researcher

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze patterns across multiple GitHub repositories?

Cross-repository pattern analysis examines code, architecture, and implementation choices across projects to surface recurring practices. This Skill performs that analysis by scanning multiple repos, extracting common patterns in libraries, frameworks, and approaches, then synthesizing findings into structured insights for strategic decision-making.

Can I use multi-repo analysis to compare technologies and best practices?

Yes. Multi-repo analysis identifies which technologies, libraries, and architectural patterns are most prevalent across projects, revealing industry best practices and de facto standards. This Skill compares implementations to help you select proven approaches for your own work.

How do I discover trends in how projects implement a specific feature?

Trend analysis across repositories shows how implementation patterns for a feature evolve and which approaches dominate. This Skill scans multiple projects to identify emerging practices, adoption rates, and shifts in tool or framework preference over time.

What's the best way to conduct structured research across open-source projects?

Structured research methodology combines systematic repository discovery, reproducible analysis criteria, and actionable recommendations. This Skill applies that methodology by organizing cross-repo findings into patterns, evidence, and conclusions you can act on and reproduce.

Can I extract research-ready findings from analyzing multiple projects?

Yes. This Skill extracts reproducible findings by analyzing patterns across repositories with consistent methodology, producing actionable recommendations grounded in data rather than speculation or single-project observations.

Do I need prior knowledge to analyze technology choices across repositories?

No specialized prerequisites are required. This Skill handles pattern extraction and comparison; you provide the research topic or technology area. Basic familiarity with GitHub and your research question helps frame meaningful analysis.