Use Cases

LLM pre-processing for training datasets

Fetch repositories in raw plaintext format for fine-tuning, embedding, or retrieval-augmented generation setups.

Repository visualization or quick inspection

Quickly navigate a GitHub repo’s structure and files in a lightweight format without loading GitHub’s UI.

Bot scanning or automated code analysis

Stream repos for bots that do syntax checks, comment audits, security scans, or contribution analysis.