frankxai/awesome-motion-design-agent-skills

generative-media-director

Use when planning, prompting, generating, editing, routing, finishing, or QAing AI-created images, GIFs, videos, style frames, image-to-video clips, social ads, cinematic brand assets, motion studies, or multi-provider generative media workflows using Codex…

View source

How to use

  1. Copy the installation command and review the source package before installing it in your own agent environment.
  2. Check the source document for required tools, credentials and supported hosts.
  3. Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/frankxai/awesome-motion-design-agent-skills --skill generative-media-director

Before you start

  • Installation does not include a model subscription, API allowance or permission to access your files.
  • Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document

Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.

Generative Media Director

Workflow

  1. Define the job:
  • audience
  • surface
  • output format
  • desired viewer action
  • brand role
  1. Decide the source of truth:
  • product UI: code and browser capture
  • static visual direction: imagegen/GPT Image
  • cinematic generated clip: Sora, Grok, Veo, Luma, Runway, or Higgsfield
  • exact typography/layout/video package: Remotion
  • export/compression: ffmpeg
  1. Write the still-frame prompt before the video prompt.
  1. Generate or select style frames.
  1. Write the video prompt:
  • source frame
  • camera
  • subject motion
  • environmental motion
  • audio
  • beginning/middle/end
  • constraints
  1. Route providers:
  • Sora for OpenAI-first cinematic video and image-to-video.
  • Veo for high-fidelity controlled video, native audio, first/last-frame workflows.
  • Grok Imagine for fast social/audio-synced clips and stylized tests.
  • Luma for cinematic exploration and creative-agent workflows.
  • Runway for production editing and existing-video transformation.
  • Higgsfield for creator/social/ad variants.
  • Remotion for final deterministic finishing.
  1. Finish:
  • captions
  • title cards
  • logo lockups
  • CTA
  • aspect-ratio variants
  • GIF/MP4/WebM exports
  1. QA:
  • first frame works as still
  • crop works on target channels
  • text is readable
  • loop resolves cleanly
  • audio is intentional
  • file size is acceptable
  • provenance is complete

Image Prompt Shape

text
Use case:
Asset type:
Primary request:
Input images:
Scene/backdrop:
Subject:
Style/medium:
Composition/framing:
Lighting/mood:
Color palette:
Materials/textures:
Text (verbatim):
Constraints:
Avoid:

Video Prompt Shape

text
Output:
Aspect ratio:
Duration:
Provider candidates:
Source frame:
Subject:
Setting:
Camera:
Subject motion:
Environmental motion:
Audio:
Beginning:
Middle:
End:
Style:
Constraints:
Avoid:

Output Shape

Return:

  • creative diagnosis
  • recommended workflow
  • provider routing
  • still-frame prompt
  • video prompt
  • finishing plan
  • QA checklist
  • provenance template

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