# Session Goal

реализуй полностью. автономно

## Plan
1. Read protocol spec (docs/aicc-core.md) and testbed design (docs/testbed-design.md)
2. Inspect aicc-py SDK at ~/Desktop/aicc-py
3. Build testbed bridge skeleton (world, capsule, bridge with tools)
4. Implement tools: proprioception, vision, move, turn, look_at, interact
5. Add headless rendering for vision frames
6. Write agent demo loop
7. Run conformance suite (9/9 green)
8. Verify demo end-to-end, write README, commit per milestone

## Progress
- DONE: world engine (room, capsule physics/collision, beacon, audio) — testbed/room/world.py
- DONE: headless raycaster renderer (vision 160x120 + aligned depth grid) — testbed/room/render.py
- DONE: RoomBridge with all world tools + echo/boom/bump — testbed/bridge.py
- DONE: conformance runner — 9/9 green against testbed bridge (testbed/conformance.py)
- DONE: commits for skeleton + bridge milestones
- NEXT: unit tests (world/render/bridge), demo agent loop (ollama LLM + scripted fallback), README, setup.sh, BUILDLOG