🤖 AI Summary
Dewdrops is a new Golang utility that transforms an entire Git repository into a single Markdown file, designed for effective communication with Large Language Models (LLMs) such as Claude, Gemini, and GPT. By serializing the codebase, Dewdrops facilitates "Context Stuffing," enabling LLMs to grasp file structures and content boundaries without requiring access to the repository itself. The tool adheres to Git-native ignore logic, respects .gitignore files, and intelligently skips binary files to maintain a clean text output.
The significance of Dewdrops lies in its tailored approach to LLM prompt engineering. It employs a strict header format and a tree-first structure, ensuring that the directory layout precedes the file content, which primes the LLM for efficient understanding of code relationships. Furthermore, Dewdrops generates a detailed summary of the repository, including processed files and their types, making it easier for developers and researchers to visualize the codebase's composition. With its zero-dependency nature and local execution capability, Dewdrops serves as a robust tool for enhancing code comprehension within AI-driven applications.
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