I built Threadline for the $100k Higgsfield App Contest I just entered Threadline into the Higgsf...I built Threadline for the $100k Higgsfield App Contest I just entered Threadline into the Higgsf...
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I built Threadline for the $100k Higgsfield App Contest I just entered Threadline into the Higgsfield App Contest — an AI launch studio for streetwear and fashion brands. Upload one product mockup, and it turns into a full launch pack: styled product photos, a lookbook video, a UGC-style clip, and ready-to-post captions.
The whole thing was built by Claude, through Higgsfield's own MCP server — direct git access to the app's repo, real deploys, iterating live against the actual running app instead of a local mockup. No hand-written scaffolding.
A few things I focused on: mixing different AI models per asset (or locking one model so the same person shows up across every photo and video), editing any generated photo with a prompt, and a full history so nothing you generate is ever lost. Full technical breakdown, including what I ran into building on Higgsfield's own design system: https://contra.com/p/mP2FqcZc-ai-powered-app-threadline-for-higgsfield-supercomputer
If you're in this community and already build with Higgsfield — come test it and tell me what's broken and what could be better. This is v1, and I want to keep pushing it until it's an actual tool people reach for, not just a contest demo.
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Mark's avatar
Super impressive work🔥
Natalia's avatar
Thank you so much — really appreciate that!
Olha's avatar
Turning one mockup into a full lookbook video with consistent style is pure magic. The fact that this was built as a real tool rather than just a demo really shows. Super impressive v1 ❤️ go get that win! 🚀🚀🚀
Natalia's avatar
Thank you so much, this really means a lot! 🙏 Already collecting feedback for v2 — if anything comes to mind after playing with it more, I'd love to hear it!
Maty's avatar
Claude iterating live against the actual running app through Higgsfield's MCP server instead of a local mockup is a pretty different workflow than most people are describing right now. What broke first when you moved from local scaffolding to deploying straight against the real app?
Natalia's avatar
There wasn’t a local mockup at all — I went straight into Higgsfield’s design system from day one. And honestly, I was impressed by how solid and complete it is, so I wouldn’t say anything really “broke.” It’s more about understanding the platform and its specific design...
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