research

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

Updated Apr 4, 2026
One-click install
npx skills add https://github.com/anionzo/skill --skill research-anionzo
Or copy as Structured Prompt for Agent
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.