The Leverage OJ rewrite ended with a working platform: backend, frontend, judge engine, ELO system, real-time human-vs-bot matches. The natural next question was whether an AI agent could use it autonomously — not just run code against an API, but design an entire game from scratch.

The answer turned out to be yes, with one key ingredient: a machine-readable protocol document and an MCP server.