Implements the 2026-04-02 transformation spec (Phases 1-8) and fixes all
critical bugs found during 5-pipeline E2E testing.
Governance & Decision Intelligence:
- Pipeline-specific stage order in checkpoint (replaces global STAGES list)
- Provider scoring engine (lib/scoring.py) with 7-dimension weighted ranking
- Decision log artifact enforced at proposal/idea stage across all 10 pipelines
- Delivery promise classifier prevents silent motion-to-still downgrades
- Structured shot language in scene_plan schema (camera, lens, lighting, DOF)
- Variation checker and slideshow risk scorer block samey output before render
- Creative intake, capability extension, and creative-intake meta skills
- Final self-review artifact with 5 mandatory checks before presenting output
- Source media review contract for user-supplied footage
Render & Theme System:
- Remotion AnimatedBackground now derives colors from playbook (no more hardcoded
dark blue fintech gradient on every video)
- video_compose builds custom ThemeConfig from playbook YAML colors/fonts —
custom playbooks flow through to Remotion automatically
- Explainer component wires theme to all child components (charts, cards, etc.)
- resolveAsset() handles absolute paths on Windows/Unix via file:// URIs
- RENDERER_FAMILY_MAP synced with actual Remotion compositions
Critical Bug Fixes:
- Windows npx subprocess: run_command() resolves .cmd wrappers via shutil.which()
- Silent renderer downgrade: Remotion failure now returns explicit error with
options instead of silently falling back to FFmpeg
- .env inline comment parsing strips trailing # comments from API keys
- concat_path UnboundLocalError in video_compose finally block
- audio_mixer and showcase_card capture=True kwarg bug
- Selector estimate_cost() calls fixed (_select_tool -> _select_best_tool)
- asset_manifest schema expanded with provider, license, subtype fields
- screen-demo subtitle_gen moved from required to optional tools
- Duration drift detection in post-render final review (>25% warns)
Add anime_scene rendering engine (AnimeScene + ParticleOverlay components) with multi-image
crossfade, 9 camera motion types, 5 particle systems, and cinematic lighting overlays.
Fix critical Remotion durationInFrames footgun by passing sceneDurationSeconds from parent.
Add audio offset/loop support in Explainer for skipping quiet music intros.
New tools: audio_energy.py analyzes per-second loudness via ebur128 to find optimal music
offset and detect when looping is needed.
Update all 6 animation pipeline skills (proposal, scene, asset, compose, executive-producer,
remotion.md) with battle-tested image_animation workflow including tool availability scan,
FLUX multi-image generation, composition JSON format, pre-render validation, and post-render
self-review.
Add 3 demo compositions (Candyland, Mori no Seishin, Deep Ocean) and anime-ghibli style
playbook. Update README with 3 anime video showcases and animation prompts. Add Animation
Pipeline section to PROMPT_GALLERY.md.