research

Map and summarize unfamiliar codebases to produce an evidence-grounded brief.

Updated Apr 4, 2026

Search Tags:#architecture #documentation #research #onboarding #codebase #patterns

Ready to run

npx skills add https://github.com/anionzo/skill --skill research-anionzo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research
Source: https://github.com/anionzo/skill/tree/main/skills/research
Command: npx skills add https://github.com/anionzo/skill --skill research-anionzo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the challenge of understanding unfamiliar codebases by delivering a concise, evidence-grounded briefing that outlines structure, patterns, and constraints.

Core Features & Use Cases

Repo Onboarding: quickly map a new repository to support safe planning.
Pattern Discovery: surface existing components and conventions to reuse.
Upstream Alignment: check patterns against upstream guidance and official docs.
Decision Support: provide a documented synthesis to guide next steps.

Quick Start

Run a repo onboarding pass to generate a grounded map of the project structure and key patterns.

Frequently Asked Questions about research

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

FAQPage Schema

How do I map an unfamiliar codebase to speed up onboarding?▼

To speed up codebase onboarding, map the repository structure to identify project purpose, architecture, major components, and constraints, generating an evidence-grounded brief that prevents reinventing the wheel.

What is the best way to discover existing patterns and conventions in a new repository?▼

Discover existing patterns by running a repo onboarding pass that surfaces major components and conventions, enabling you to reuse existing structures instead of duplicating effort across the codebase.

Can I check my codebase patterns against upstream guidance and official docs?▼

Yes, you can check codebase patterns against upstream guidance by synthesizing identified workflows and constraints with official documentation to ensure proper alignment during repository onboarding.

How do I identify project architecture and constraints in an unfamiliar codebase?▼

Identify project architecture and constraints by mapping the codebase to summarize its structure, workflows, and limitations, returning a documented synthesis that guides next steps and decision support.

When do I need codebase documentation for repo onboarding?▼

You need codebase documentation for repo onboarding when planning changes in an unfamiliar repository, requiring an evidence-grounded briefing that outlines structure, patterns, and constraints to prevent reinventing the wheel.