prime

Analyze repository structure and README to generate project context.

Updated Apr 10, 2026

Search Tags:#codebase #readme #agent #initialization #project-structure #load-context #git-ls-files

Ready to run

npx skills add https://github.com/stevengonsalvez/nanoclaw-standalone --skill prime-stevengonsalvez

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: prime
Source: https://github.com/stevengonsalvez/nanoclaw-standalone/tree/main/container/skills/prime
Command: npx skills add https://github.com/stevengonsalvez/nanoclaw-standalone --skill prime-stevengonsalvez

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the initial context gathering for a new agent by analyzing the repository structure and README to establish a shared understanding of the project.

Core Features & Use Cases

Codebase structure scan using git ls-files to reveal file organization.
README-driven overview extraction to capture project purpose and setup notes.
Deterministic context preparation to streamline agent initialization in new environments.

Quick Start

Initialize context by asking the agent to analyze the repository and load README-based context.

Frequently Asked Questions about prime

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

FAQPage Schema

How do I load agent context from a codebase for a new project session?▼

To load agent context from a codebase, the skill inspects repository structure using git ls-files and extracts project setup notes from README.md, generating a deterministic context payload to initialize the agent.

What is the best way to generate a project overview from repository structure and README?▼

Generating a project overview is best handled by analyzing the repository layout with git ls-files and reading README.md to produce a concise, deterministic context payload for agent initialization.

Do I need git and eza installed to scan a codebase for agent initialization?▼

Yes, scanning a codebase for agent initialization requires git to list files via git ls-files and the eza tool to visualize the repository tree structure effectively.

Can I use this to automate README-driven context extraction for my repository?▼

Yes, you can automate README-driven context extraction by asking the agent to analyze the repository, which reads README.md and inspects the file organization to prepare deterministic context.

What happens to agent initialization if my project lacks a README.md file?▼

If a project lacks a README.md file, agent initialization will fail or provide incomplete context, as the skill requires access to README.md to extract the project purpose and setup guidance.