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2 commits

Author SHA1 Message Date
838da4571d update tests: new scene API 2026-01-03 10:59:52 -05:00
de739037f0 feat: Add TurnOrchestrator for multi-turn LLM simulation (addresses #156)
TurnOrchestrator: Coordinates multi-agent turn-based simulation
- Perspective switching with FOV layer updates
- Screenshot capture per agent per turn
- Pluggable LLM query callback
- SimulationStep/SimulationLog for full context capture
- JSON save/load with replay support

New demos:
- 2_integrated_demo.py: WorldGraph + action execution integration
- 3_multi_turn_demo.py: Complete multi-turn simulation with logging

Updated 1_multi_agent_demo.py with action parser/executor integration.

Tested with Qwen2.5-VL-32B: agents successfully navigate based on
WorldGraph descriptions and VLM visual input.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-12-14 12:53:48 -05:00