Initial Commit

TODO.MD

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+# TODO
+
+## Repo bootstrap
+- [x] Define project direction and constraints in `agents.md`
+- [x] Add `requirements.txt` (pip dependencies)
+- [x] Add `environment.yml` (conda environment; PyTorch CUDA 12.x runtime strategy)
+- [x] Add storyboard JSON template at `templates/storyboard.template.json`
+
+## Core implementation (next)
+- [ ] Create repo structure: `src/`, `tests/`, `docs/`, `templates/`, `outputs/`
+- [ ] Implement storyboard schema validator (pydantic) + loader
+- [ ] Implement prompt compiler (global style + shot + camera)
+- [ ] Implement shot planning (duration -> frame count, chunk plan)
+- [ ] Implement model backend interface (`BaseVideoBackend`)
+- [ ] Implement WAN backend (primary) with VRAM-safe defaults
+- [ ] Implement fallback backend (SVD) for reliability testing
+- [ ] Implement ffmpeg assembler (concat + optional audio + debug burn-in)
+- [ ] Implement optional upscaling module (post-process)
+
+## Utilities
+- [ ] Write storyboard “plain text → JSON” utility script (fills `storyboard.template.json`)
+- [ ] Add config file support (YAML/JSON) for global defaults
+
+## Testing (parallel work; required)
+- [ ] Add `pytest` scaffolding
+- [ ] Add tests for schema validation
+- [ ] Add tests for prompt compilation determinism
+- [ ] Add tests for shot planning (frames/chunks)
+- [ ] Add tests for ffmpeg command generation (no actual render needed)
+- [ ] Ensure every code change includes a corresponding test update
+
+## Documentation (maintained continuously)
+- [ ] Create `docs/developer.md` (install, architecture, tests, adding backends)
+- [ ] Create `docs/user.md` (quickstart, storyboard creation, running, outputs, troubleshooting)
+- [ ] Keep docs updated whenever CLI/config/schema changes