Does it examine project health?

Yes, it analyzes GitHub issues, pull request templates, and resolution patterns to identify common blockers and project maintenance trends.

What repositories can this skill analyze?

It can analyze any repository Claude has access to locally or via integrated tools, providing a high-level overview or a deep dive into specific subdirectories.

How does it identify patterns?

The skill searches for common architectural signatures, naming conventions, and file organization styles typical in modern software development frameworks.

Can it help with developer onboarding?

Yes, it produces a structured report explaining how the code is organized, where key logic resides, and how to follow established contribution rules.

Repository Research Analyst

Name: Repository Research Analyst
Author: jovermier

byjovermier

0•

Collaboration Tools

Analyzes codebase architecture, identifies implementation patterns, and evaluates repository health to accelerate developer onboarding.

The Repository Research Analyst is a specialized agent designed to provide deep insights into unfamiliar or complex codebases. It systematically examines directory structures, identifies core architectural patterns like Layered or Clean Architecture, explores GitHub issue history for recurring problems, and reviews contribution guidelines. By automating the discovery of coding conventions, state management approaches, and API designs, this skill helps developers quickly grasp a project's technical landscape and adhere to established best practices without manual exploration.

Key Features

01Actionable recommendations for new contributors

02GitHub issue analysis and resolution pattern identification

03Automated repository structure and directory mapping

04Deep-dive pattern discovery for architecture and design patterns

050 GitHub stars

06Documentation quality assessment and tech stack cataloging

Use Cases

01Onboarding developers to complex, mature codebases quickly

02Conducting technical audits or architectural reviews of third-party repos

03Standardizing coding conventions across multiple project repositories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jovermier/claude-code-plugins-ip-labs repo-research-analyst

For use in Claude.ai and ChatGPT

Download Skill