## Deployment

HF Spaces deployment is fully automated via `.github/workflows/deploy-hf.yml`. Pushing to `origin/main` triggers the workflow which runs `./deploy.sh --force` and pushes to all three Spaces (Chatterbox, OmniVoice, Qwen3). Do not run `./deploy.sh` locally after a push — it is redundant. To verify a deploy, use `gh run list --workflow=deploy-hf.yml`.

## graphify

This project has a graphify knowledge graph at graphify-out/.

Rules:
- Before answering architecture or codebase questions, read graphify-out/GRAPH_REPORT.md for god nodes and community structure
- If graphify-out/wiki/index.md exists, navigate it instead of reading raw files
- For cross-module "how does X relate to Y" questions, prefer `graphify query "<question>"`, `graphify path "<A>" "<B>"`, or `graphify explain "<concept>"` over grep — these traverse the graph's EXTRACTED + INFERRED edges instead of scanning files
- After modifying code files in this session, run `graphify update .` to keep the graph current (AST-only, no API cost)