Skip to content
Agentmart
Submit a tool

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…

Skill by frankxai

IndexedCC0-1.0★ 78
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/frankxai-generative-media-director

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

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 imagegen, GPT Image, Sora, Grok Imagine, Veo, Luma, Runway, Higgsfield, Remotion, Playwright, ffmpeg, Figma, Canva, or Vercel.

Use cases: design, testing, cloud, writing

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/generative-media-director

What's inside

Skill name
generative-media-director
Description
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 imagegen, GPT Image, Sora, Grok Imagine, Veo, Luma, Runway, Higgsfield, Remotion, Playwright, ffmpeg, Figma, Canva, or Vercel.
License
CC0-1.0
Instructions
113 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Generative Media Director

## Workflow

1. Define the job:
   - audience
   - surface
   - output format
   - desired viewer action
   - brand role

2. 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

3. Write the still-frame prompt before the video prompt.

4. Generate or select style frames.

5. Write the video prompt:
   - source frame
   - camera
   - subject motion
   - environmental motion
   - audio
   - beginning/middle/end
   - constraints

6. 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.

7. Finish:
   - captions
   - title cards
   - logo lockups
   - CTA
   - aspect-ratio variants
   - GIF/MP4/WebM exports

8. 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

From frankxai/awesome-motion-design-agent-skills, CC0-1.0.

Signals

Stars
78
Forks
23
Open issues
4
Last commit (this folder)
Jun 22, 2026 (4 months ago)
Last release
Oct 2, 2026 (26 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
CC0-1.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from frankxai

Cite this page

generative-media-director skill. Agent Mart. https://agentmart.dev/skills/frankxai-generative-media-director (last updated 2026-10-24)