changhochien Film Team Orchestrator v3.0
The master skill that orchestrates the entire AI film production pipeline.
Pipeline Overview
CONCEPT → SCRIPT → SCENES → IMAGES → VIDEO → EDIT → DELIVER
Pipeline Stages
Stage 1: Concept & Planning
- Define project scope
- Create beat sheet
- Develop characters
Stage 2: Script Generation
- Write scenes (film-script-generator)
- Generate dialogue
- Format screenplay
Stage 3: Pre-Visualization
- Create shot lists (film-director)
- Generate image references
- Design visual style
Stage 4: Asset Generation
- Generate scene images (MiniMax)
- Generate scene videos (MiniMax)
- Create sound/music elements
Stage 5: Assembly
- Organize footage
- Create timeline
- Add transitions
- Sync audio
Stage 6: Post-Production
- Color grade (film-editor)
- Sound design (film-sound-mixer)
- Final edit (film-editor)
Stage 7: Delivery
- Export formats
- Quality check
- Deliverables
Commands
| Command | Stage | Description |
|---|---|---|
/pipeline [concept] |
All | Run full pipeline |
/script [logline] |
2 | Generate script |
/generate-scenes [script] |
3-4 | Generate images/videos |
/assemble [clips] |
5 | Build timeline |
/final-cut |
6 | Complete edit |
Workflow 1: Full Pipeline
/pipeline: A heist film where a team of specialists
steals a priceless painting from an upscale gallery.
Genre: Thriller. Duration: 5 minutes.
The orchestrator will:
- Generate beat sheet
- Write screenplay (8-10 scenes)
- Create shot lists for each scene
- Generate image references
- Generate video clips (using MiniMax)
- Assemble rough cut
- Complete final edit
Workflow 2: Script to Screen
/script: INT. ROOFTOP - NIGHT. Two snipers on
opposite buildings. One is the hero, one is the villain.
Tense standoff.
Workflow 3: Generate Visual Assets
/generate-scenes: Create 5 key scenes from the script
with cinematic images and 10-second video clips.
Workflow 4: Assembly
/assemble: Combine the 5 generated clips into a
cohesive sequence with transitions and music.
Integration with Skills
| Stage | Primary Skill | Support Skills |
|---|---|---|
| Concept | film-team-orchestrator | film-director |
| Script | film-script-generator | - |
| Scenes | film-director | film-dp |
| Images | film-director | film-team-orchestrator |
| Video | film-editor | film-director |
| Edit | film-editor | film-sound-mixer |
| Sound | film-sound-mixer | - |
Output Formats
Project Structure
project/
├── scripts/
│ ├── beat-sheet.md
│ ├── screenplay.pdf
│ └── scene-list.md
├── assets/
│ ├── images/
│ ├── videos/
│ └── audio/
├── timeline/
│ ├── rough-cut.mp4
│ └── final-cut.mp4
└── deliverables/
├── master-4k.mov
└── social-reels.mp4
MiniMax Integration
For image generation:
Use: /image [detailed scene description]
For video generation:
Use: /video [scene description with action]
Duration: 5-30 seconds
Collaboration Protocol
When orchestrating multiple agents:
- Clarify roles - Each agent has clear responsibility
- Share context - Pass relevant info between agents
- Track progress - Monitor each stage
- Flag issues - Surface blockers early
- Quality gates - Review before advancing
Quality Checklist
- Script is production-ready
- All scenes have shot lists
- Images match script vision
- Videos are in correct order
- Audio is synced
- Color is consistent
- Exports meet spec
Reference Materials
- Full pipeline:
references/pipeline-guide.md - Integration details:
references/integration.md - Templates:
templates/project-template.md