Zero Setup

Uses GitHub Models by default — no API keys or secrets needed. Just add the workflow file and the built-in GITHUB_TOKEN handles everything.

Built for GitHub Classroom

Automatically excludes template starter code and bot commits, so only the student's own work is assessed — no extra configuration required.

Flexible Delivery

Post assessment questions as a PR comment, GitHub Issue, or GitHub Discussion. Supports GitHub Models, OpenAI, OpenRouter, and Azure OpenAI.