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GML-MMGroup/AdCraft

An ad agency's worth of AI agents, one prompt deep

AdCraft turns a vague product brief into a full, editable ad video pipeline — script, storyboard, clips, music, final cut.

AdCraft
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What it does

You describe the product, selling points, style, length, and target platform, and AdCraft assembles the whole production: creative planning, script, product visuals, characters, scenes, storyboard, asset generation, editing, and the final cut. Crucially, the output isn’t a disposable one-shot video — it’s an editable workflow where you can rerun any single step, keep the assets you like, and regenerate the rest.

The interesting bit

The pipeline is staffed by nine specialized agents — Creative Director, Scriptwriter, Character Designer, Storyboard Designer, Sound Director, and so on — each owning one stage. And the character/scene assets aren’t single images but full production specs: three-view turnarounds, facial references, clothing construction details, and multi-angle scene boards, all aimed at keeping identity consistent across shots.

Key highlights

  • Fully editable workflow: add, remove, reorder, or rerun any step without redoing everything
  • Conversational control — “revise the third shot” or “regenerate this character” and the system knows what and how to change
  • Unified asset library with source, version history, and usage tracking across projects
  • Dedicated character, scene, and product libraries for cross-campaign reuse
  • Showcase ads across automotive, food, beauty, apparel, electronics, and more industries

Caveats

  • The README doesn’t specify which underlying generation models or external services it depends on (topics hint at OpenAI and SeedDance, but details are thin)
  • “First agentic video production platform for marketing” is the project’s own claim, not an independently verifiable one

Verdict

Worth a look if you produce marketing videos and want an editable, agent-driven pipeline instead of slot-machine video generators. If you need a single-model text-to-video tool, this is considerably more machinery than that.

Frequently asked

What is GML-MMGroup/AdCraft?
AdCraft turns a vague product brief into a full, editable ad video pipeline — script, storyboard, clips, music, final cut.
Is AdCraft open source?
Yes — GML-MMGroup/AdCraft is an open-source project tracked on heatdrop.
What language is AdCraft written in?
GML-MMGroup/AdCraft is primarily written in Python.
How popular is AdCraft?
GML-MMGroup/AdCraft has 502 stars on GitHub.
Where can I find AdCraft?
GML-MMGroup/AdCraft is on GitHub at https://github.com/GML-MMGroup/AdCraft.

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