🔍 Codebase Context Extractor
This skill analyzes large codebases to extract structured context, dependencies, and execution flows for debugging and modification.
npx playbooks add skill lofcz/llmtornado --skill codebase-context-extractor
About Codebase Context Extractor
The Codebase Context Extractor analyzes large codebases to extract structured context, dependencies, and execution flows, which enables developers to efficiently debug and modify code. This skill connects to the codebase, allowing developers to gain a deeper understanding of the code's structure and behavior. A developer would reach for this tool when they need to comprehend complex code relationships and dependencies to identify and fix issues or make informed modifications.
The 17-word prompt provides structured code review & quality guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (17 words)
This skill analyzes large codebases to extract structured context, dependencies, and execution flows for debugging and modification.
Frequently Asked Questions
What is Codebase Context Extractor?
Codebase Context Extractor is a free code review & quality skill for AI coding agents. This skill analyzes large codebases to extract structured context, dependencies, and execution flows for debugging and modification.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Codebase Context Extractor with Claude Code?
Run npx playbooks add skill lofcz/llmtornado --skill codebase-context-extractor in your terminal to install Codebase Context Extractor into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Codebase Context Extractor?
Codebase Context Extractor is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Codebase Context Extractor free to use?
Yes, Codebase Context Extractor is completely free and open source. The full source is available on GitHub at https://github.com/lofcz/llmtornado/tree/main/src/LlmTornado.Tests/Static/Files/Skills/codebase-context-extractor. You only need a subscription to the AI agent you use it with.
