CLI media buying assistant for the YOLO26 MLX Build Challenge enterprise track.
The source repo is gated with GitPaywall. Unlocking grants GitHub collaborator access to the private source repository, so future updates stay available through normal GitHub access instead of one-off downloads.
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- Pulls Meta ads and creative thumbnails.
- Runs YOLO26 MLX locally on Apple Silicon to detect visual objects in ad creatives.
- Converts detections into buyer scores for product visibility, people, text density, and clutter.
- Proposes one-variable creative remix tests from computer-vision evidence.
- Routes review work across local, mini, and Hermes workers.
- Stores campaign state, remix proposals, and test outcomes in Cloudflare.
The public repo is only the project entry point. The working source lives in the private gated repo.