Most AI agents are black boxes: prompt in, result out.
For the #meliuschallenge, I built Nuncio — an agentic video personalization pipeline where the agent’s reasoning unfolds live on an interactive @Melius canvas.
How it works:
1️⃣ Context → TinyFish pulls recipient social profiles in parallel
2️⃣ Synthesis → Claude selects a “visual hook archetype” (Mirror, Origin, Future-cast) and scripts a personalized pitch
3️⃣ Creation → The agent uses Melius’s MCP server to programmatically build a canvas layout, wiring nodes and edges into visual data flows
4️⃣ Rendering → Output is stitched with a HeyGen Avatar V talking head and Speechmatics-timed captions
The Melius canvas isn’t just where assets live — it’s the agent’s canvas of thought. Users can then use that brainstorm pattern to generate highly customised outreach videos.
https://nuncio.persidian.com/
https://github.com/udirobert/nuncio
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I built a relationship tracking app inspired by the old adage "you gotta kiss a few frogs to find a prince/princess" — and the very modern reality that sometimes you're talking to six frogs simultaneously and you've forgotten which one likes hiking 🐸.
Amoro is an AI-powered dating manager that helps you stay human in the chaos. Reminders, conversation coaching, pattern insights — so you stop dropping the ball on the ones that actually matter.
Build preview: https://www.anything.com/mobile-preview/f45f4bf1-d2c6-4fba-9ba4-498bf94c788c
Build link: https://www.anything.com/build/9F9L8dLGT7qbpEmL-Ux4jA?v=l8OF_GdhSxCXE4EVgkQjqQ
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Built https://papa.zo.space/
Inspired by the .space of course it had to be galactic with a few space themed elements, clean design & live social/project links
Fun to build, thanks for the opportunity!
Tweet: https://x.com/papajimjams/status/2048605043222290863?s=20
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🙌 Amoro — dual-mode dating intelligence app
🔥 side helps you manage your roster
😍 side helps you spot red flags before you catch feelings
* WhatsApp + Telegram Sync – Automatically imports contacts/chats
* Smart Auto-Tagging – AI detects interests (“gym”, “coffee”, “travel”) from messages
* Interest-Based Filtering – Segment contacts by shared hobbies or goals
* Priority Ordering – Target based on last contact time or match score
*Campaign Analytics – Track response rates, engagement, & outcomes
* Template Library – Save your best openers, reuse proven message flows
Efficient. Respectful. Organized.
landing: https://amoro.created.app
build/mobile: https://createanything.com/mobile-preview/f45f4bf1-d2c6-4fba-9ba4-498bf94c788c
tweet: https://x.com/papajimjams/status/1988308395557089369?s=20
#anythingchallenge