initial: README + design document (architect-reviewed)

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Design document (1124 строки) от ai-systems-architect — покрывает:
- High-level architecture (filter + sidecar + protocols)
- Component design + CUDA composition algorithm
- Layout DSL + dynamic creation
- Overlay system (7 types — rect/text/icon/image/dim/graph/chat)
- Control plane (ZMQ/MQTT/HTTP/HA Discovery, commands IN + events OUT)
- Audio orchestration (domofon ducking use case)
- Multi-instance behaviour (shared inputs, per-screen layout)
- Library choice — Python (FastAPI + asyncio)
- 6 phases implementation plan
- Migration path для cctv-processor (closes gx/cctv#22 Phase 4)
- Overlap analysis с gx/cctv#24 (superseded by cuda-grid-controller)

README — short описание + use cases + architecture diagram + phase table.

Implementation начнётся после ratification design'а и Phase 1 issue.

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