Notebook-first agents plus a small web UI. Build vocab + fastText caches locally before play.

• PWA UI — installable client (build from web-ui/: npm run build).
• Play — human vs AI or AI-only (assign roles per team).
• Analysis — ranked spymaster candidates for a seeded board.

CLI: codenames-ai eval --runs 10 --config agent.yaml · codenames-ai download fasttext