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SKILL.md

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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...
+```