prime-skill

Analyze a codebase structure and generate a concise architecture summary.

3|1|Updated Nov 14, 2025

Search Tags:#codebase #readme #docs #repo #prime

Ready to run

npx skills add https://github.com/djacobsmeyer/claude-skills-engineering --skill prime-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: prime-skill
Source: https://github.com/djacobsmeyer/claude-skills-engineering/tree/main/plugins/prime-skill
Command: npx skills add https://github.com/djacobsmeyer/claude-skills-engineering --skill prime-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly prime a codebase by examining repository structure, README, and AI docs to provide a concise overview.

Core Features & Use Cases

Repo scan: List files, read README, load ai_docs if available.
Context generation: Produce a high-level architecture and purpose summary.
Onboarding boost: Shorten ramp time for new contributors.

Quick Start

Run the prime workflow to generate a summary of the repository.

Frequently Asked Questions about prime-skill

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

FAQPage Schema

How do I quickly understand a codebase structure and purpose?▼

Analyzing a codebase structure reveals its organization, components, and purpose. Prime-skill examines repository files, reads the main README, and loads optional AI documentation to generate a concise architectural overview, helping you grasp the project layout and intent in minutes.

What's the fastest way to onboard onto a new project?▼

Onboarding onto a new project is fastest when you scan the repository structure and documentation together. Prime-skill automates this by listing files, extracting README content, and including ai_docs if available, producing a structured summary that shortens ramp time for new contributors.

Can I get a codebase overview without manually reading all the documentation?▼

Yes. Prime-skill generates a high-level overview by performing repository file listing, reading the main README, and loading optional ai_docs, then returning a concise, structured summary without requiring manual documentation review.

How do I refresh my context about how a project is organized?▼

Refreshing project context means re-examining its structure and documentation. Prime-skill re-scans the repository, README, and AI docs to produce an updated architectural summary, helping you restore understanding of the project's organization and components.

What should I do before starting work on an unfamiliar repository?▼

Before starting work on an unfamiliar repository, obtain a codebase context overview. Prime-skill analyzes repository structure, reads the README, and extracts AI documentation to deliver a quick, structured summary of the project's architecture and purpose.

Does prime-skill work if a project has no ai_docs directory?▼

Yes. Prime-skill works with any repository structure. It performs repository file listing and reads the main README as core steps; the ai_docs directory is optional and loaded only if present, ensuring the Skill functions across projects with varying documentation setups.