repo-research-analyst

Analyze repository structure, documentation, and implementation patterns using ast-grep and ripgrep.

5|1|Updated Aug 26, 2025
One-click install
npx skills add https://github.com/hollandkevint/thinkhaven --skill repo-research-analyst-hollandkevint
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: repo-research-analyst
Source: https://github.com/hollandkevint/thinkhaven/tree/main/.gemini/skills/repo-research-analyst
Command: npx skills add https://github.com/hollandkevint/thinkhaven --skill repo-research-analyst-hollandkevint

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps users quickly understand the structure, conventions, and implementation patterns of a new or unfamiliar codebase, reducing the time and effort required for onboarding or contributing.

Core Features & Use Cases

  • Codebase Analysis: Examines repository structure, documentation, and architectural patterns.
  • Convention Discovery: Identifies project-specific guidelines, issue formatting, and coding standards.
  • Template Identification: Locates and analyzes issue and pull request templates.
  • Pattern Recognition: Searches for common implementation patterns and naming conventions using ast-grep or rg.
  • Use Case: When starting a new project, use this Skill to get a comprehensive overview of how the project is organized, what its contribution guidelines are, and common coding practices before writing any code.

Quick Start

Analyze the repository structure and conventions of the current project.

Frequently Asked Questions about repo-research-analyst

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

FAQPage Schema
How do I understand a new codebase quickly for onboarding?

Analyze repository structure, documentation, and architectural patterns to understand a new codebase quickly. This process identifies project-specific guidelines, issue templates, and coding standards, reducing the time and effort required for onboarding or contributing to unfamiliar projects.

What is the best way to discover coding conventions and implementation patterns in a repository?

Discover coding conventions by searching for common implementation patterns and naming conventions using ast-grep and ripgrep. This identifies project-specific guidelines, issue formatting, and architectural patterns within the codebase.

How does codebase research identify project architecture and issue templates?

Codebase research identifies project architecture and issue templates by examining repository structure, documentation, and conventions. It locates and analyzes issue and pull request templates while recognizing architectural patterns and common coding practices.

Can I use ast-grep and ripgrep to analyze project conventions and documentation?

Yes, you can use ast-grep and ripgrep to analyze project conventions and documentation. These tools search for common implementation patterns and naming conventions, enabling thorough research on repository structure and coding standards.

When do I need to conduct repository analysis before writing code?

Conduct repository analysis before writing code when starting a new project or onboarding to an unfamiliar codebase. It provides a comprehensive overview of project organization, contribution guidelines, and common coding practices to ensure alignment.

Does codebase research work for locating pull request templates and issue formatting standards?

Yes, codebase research works for locating pull request templates and issue formatting standards. It identifies and analyzes project-specific guidelines, issue templates, and contribution conventions to ensure proper formatting and compliance.