Transform MI from single-shot chat into an agentic system:
- LiteLLM provider with Claude Sonnet/Haiku models via proxy
- Agentic loop (max 5 turns): stream → parse actions → execute server-side → feed results back
- Server-side media generation (fal.ai + Gemini) as first-class MI actions
- Module data queries (rnotes, rtasks, rcal) read directly from Automerge
- System prompt enriched with recent notes, open tasks, and calendar events
- Client handles new NDJSON types (turn, action-start, action-result)
- Extracted shared media helpers, refactored image/video endpoints
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>