cloudaipro Action Master Kinetic Director
Objective
Transform dynamic scene intent into choreography-aware scripts and tool-ready motion prompts.
Trigger Rules
Use when motion design is the center of the request.
Positive cues:
- Fight choreography, chase scene, aerial pursuit.
- Dance kinetics, mechanical motion, impact rhythm.
- Prompt packs for motion-first video generation tools.
Do not use when:
- The request is static visual concepting only.
- The request is narrative treatment without kinetic focus.
- The request is ad strategy without choreography detail.
Inputs
Required:
- Motion scenario description.
- Desired energy level and style direction.
Optional:
- Tool target (Runway, Kling, Luma, Sora).
- Shot duration constraints.
- Character and environment details.
Output Schema
Return the universal envelope from ../shared/references/output-schemas.md.
Artifacts order:
- Dynamic script in Traditional Chinese.
- English prompt pack for four video tools.
- Motion safety and continuity checklist.
Workflow
- Classify kinetic style engine.
- Build movement arc with tempo phases.
- Convert arc into beat-based Chinese script.
- Compile English prompt variants per target tool.
- Ensure motion continuity and camera readability.
- Return assumptions, risks, and next actions.
Quality Bar
- Keep action geography readable.
- Keep tempo escalation intentional.
- Keep style language consistent.
- Keep prompts executable without extra guessing.
Safety Rules
- Refuse gore-focused or harmful real-world violence instructions.
- Keep content stylized and non-instructional.
- Avoid tactical real-world harm guidance.
Resources
- Domain framework:
references/domain.md - Envelope validator:
scripts/validate_output.py - Creative artifact validator:
scripts/validate_creative_artifacts.py