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Parent: #91
Goal
Add high-quality offline/cinematic generation only after the live path is proven.
Scope
- Add Wan cinematic workflow or equivalent high-quality background path.
- Add LTX LipDub/highlight ...
Parent: #91
Goal
Add background LTX loop generation after the live path and GPU queue are safe.
Scope
- Complete VideoGenerator enough to submit Comfy video workflows.
- Add one LTX image-to-video ...
Parent: #91
Goal
Define and implement durable video asset metadata before generating many loops.
Scope
- Add video manifest schema.
- Track variant, model, resolution, duration, source image/audio, ...
Summary
map-framework has Jinja-based template rendering (single-source, golden tests, make check-render) which is cleaner than
competitors. But it lacks preset composition — the ability to layer organizational ...
enhancement
Summary
map-framework agents are purely functional roles ( Task-Decomposer , Predictor , Actor , Monitor ). BMAD gives each
agent a name, persona, communication style, and lineage — creating recognizable ...
enhancement
Parent: #91
Goal
Make GPU usage safe on Vast.ai before enabling background generation.
Scope
- Expand runtime/src/gpu/job_queue.py.
- Add priority classes:
- live voice;
- live LLM; ...
Parent: #91
Goal
Benchmark one real-time embodiment candidate before committing to ComfyUI nodes or a dedicated sidecar.
Scope
- Evaluate one candidate first:
- LivePortraitKJ;
- MuseTalk; ...
Parent: #91
Goal
Improve live mouth behavior using Fish audio output and measurable latency targets.
Scope
- Preserve Fish Speech as the live voice path.
- Add or expose audio amplitude/RMS for ...
Parent: #91
Goal
Build the observer/browser overlay layer required for hybrid avatar rendering.
Scope
- Support procedural avatar state rendering.
- Add manifest-aware asset selection for portrait, ...
Preflight Checklist
- [x] I have searched existing issues and this hasn t been reported yet
- [x] This is a single bug report (please file separate reports for different bugs)
- [x] I am using the ...
area:core
bug
platform:macos

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