understand-codebase

Explains a codebase's public API, core call path, and design decisions to the user.

Updated Jul 3, 2026
One-click install
npx skills add https://github.com/mnazaal/dotfiles --skill understand-codebase-mnazaal
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: understand-codebase
Source: https://github.com/mnazaal/dotfiles/tree/main/.agents/skills/understand-codebase
Command: npx skills add https://github.com/mnazaal/dotfiles --skill understand-codebase-mnazaal

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Developers often inherit code written by an agent, a predecessor, or an upstream author without ever seeing the design decisions behind it. This Skill transfers that design into your head at a depth where you can justify it: what the public surface is, how one real call flows through it, and which parts you could not defend if asked. ## Core Features & Use Cases - Public Surface First: Reads exported symbols, CLI entry points, README usage, and tests before touching implementation, grounding every claim in file:line references. - End-to-End Trace: Walks the single most-used path from entry to result, plus git churn analysis to show where the design is still moving. - Diagnostic Teaching: Asks one targeted question at a time to locate the gap between what you believe and what the code actually does, then routes defects (unjustified abstractions, unenforced invariants, doc/code mismatches) to the right follow-up skill. - Use Case: You inherit a library partly written by an AI agent and need to evaluate it as a dependency. The Skill walks you through its public API, traces the main call path, flags vendored or ported code, and hands you a list of defects the code failed to explain about itself. ## Quick Start Ask the agent to walk you through this library, explaining its public API, how the main call path works, and which abstractions you could not justify if asked.

Frequently Asked Questions about understand-codebase

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

FAQPage Schema
How do I understand an unfamiliar codebase quickly?▼

Start with the public surface: exported symbols, CLI entry points, README usage, and tests read as usage examples. Then trace the single most-used call path end to end, and check git log on the largest modules to see where the design is still changing.

How to evaluate a third-party library before using it as a dependency?▼

Read its public API and one real call flow first, then compare the code against upstream references like papers, docs, and release notes. Where the code and the reference disagree, treat the reference as the source of truth for intent and record the divergence.

What questions reveal whether I really understand a codebase?▼

Ask what a new user should call and what they get back, where control enters, and which abstraction you cannot justify. Also check which invariants hold without type or test enforcement, since those are the ones that break silently.

Does this skill write architecture documentation for the codebase?▼

No. It deliberately avoids producing standing documents like ARCHITECTURE.md. Findings are persisted as repairs to the code and its existing docs, or handed back as findings and upstream issues for code you cannot modify.

When should I use debugging instead of codebase understanding?▼

Use debugging when you are chasing one specific wrong behavior with a known symptom. Codebase understanding is for building a justified mental model of the whole design, not verifying or fixing a single defect.