Project Title

code2prompt — Streamline Codebase to LLM Prompt Conversion

Overview

code2prompt is a Rust-based CLI tool designed to convert entire codebases into structured prompts for large language models (LLMs), enhancing code analysis and generation tasks. It stands out with its ability to traverse directories, build a tree structure, and gather file information, making it a powerful tool for developers looking to leverage AI models in their workflows.

Key Features

Automatic Code Processing: Efficiently converts codebases into formatted prompts.
Smart Filtering: Includes/excludes files using glob patterns and respects .gitignore rules.
Flexible Templating: Customize prompts with Handlebars templates for various use cases.
Token Tracking: Monitors token usage to ensure compliance with LLM context limits.

Use Cases

Code Analysis: Developers can use code2prompt to generate prompts for AI models to analyze codebases.
Code Generation: AI models can be fed prompts generated by code2prompt to create or modify code.
Educational Purposes: Educators can use it to demonstrate how AI interacts with codebases.

Advantages

Developer Experience: Offers automatic clipboard copy, line numbers, and file organization.
Git Integration: Supports including diffs, logs, and branch comparisons in prompts.
Cross-Platform Support: Available on multiple platforms with various installation methods.

Limitations / Considerations

Learning Curve: Users may need to familiarize themselves with Handlebars templates for customization.
Rust Language Requirement: Users must be comfortable with Rust or be willing to learn for full utilization.

GPT-Code: A similar tool that uses GPT models for code generation, but lacks the CLI and SDK features of code2prompt.
CodeWhisperer: Focuses on code search and navigation, not prompt generation for LLMs.
Sourcegraph: Provides code search and intelligence, but does not convert codebases into LLM prompts.

Basic Information

GitHub: code2prompt
Stars: 6,755
License: Unknown
Last Commit: 2025-11-17

📊 Project Information

Project Name: code2prompt
GitHub URL: https://github.com/mufeedvh/code2prompt
Programming Language: Rust
⭐ Stars: 6,755
🍴 Forks: 378
📅 Created: 2024-03-09
🔄 Last Updated: 2025-11-17

🏷️ Project Topics

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