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Zhongwei Li
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{
"name": "prime-skill",
"description": "Quickly understand and load a codebase by examining repository structure, README, and AI documentation. Use when starting work on a new project, need to refresh context about how a project is organized, or want to get a quick overview of a codebase's architecture and purpose.",
"version": "1.0.0",
"author": {
"name": "Don Jacobsmeyer",
"email": "hello@donjacobsmeyer.com"
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"./"
]
}

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README.md Normal file
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# prime-skill
Quickly understand and load a codebase by examining repository structure, README, and AI documentation. Use when starting work on a new project, need to refresh context about how a project is organized, or want to get a quick overview of a codebase's architecture and purpose.

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SKILL.md Normal file
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---
name: prime-skill
description: Quickly understand and load a codebase by examining repository structure, README, and AI documentation. Use when starting work on a new project, need to refresh context about how a project is organized, or want to get a quick overview of a codebase's architecture and purpose.
allowed-tools: Bash, Read, Glob
---
# Prime
Quickly understand and load a codebase context. This skill examines the repository structure, documentation, and AI docs to give you a comprehensive overview of how the project is organized and what it does.
## Prerequisites
- You're in a git repository or project directory
- The project has a README.md file
- Optionally, the project has an `ai_docs/` directory with additional documentation
## Workflow
1. **List repository files** - Get an overview of what's tracked in the repository
2. **Read main README** - Understand the project's purpose and structure
3. **Read AI documentation** - Load any additional AI-focused documentation if it exists
4. **Summarize understanding** - Provide a concise summary of the codebase
## Instructions
Execute these sections in order to understand the codebase:
1. Run `git ls-files` to see what's tracked
2. Read and analyze `@README.md` to understand project purpose
3. If available, read and analyze `@ai_docs/README.md` for technical architecture
4. Summarize your findings in a clear, structured format
## Examples
**Example 1: Priming a Node.js project**
```
User: Prime this codebase for me
Claude: [Lists files with git ls-files]
[Reads README.md]
[Reads ai_docs/README.md if exists]
Summary: This is a Node.js web application with...
```
**Example 2: Getting quick context**
```
User: I'm back on this project, what was it about?
Claude: [Executes prime workflow]
Summary: TypeScript-based CLI tool for...
```

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