Mark Ledford

The World Kit was trained to really leverage the 200+ open source models we have on Sogni Supernet render network extremely well. Models like Sam3 selection masks, Music models for soundtrack. Image to 3D models. With a $20 plan you can generate MiniMax H3 worlds to your hearts content and I have a ton of my own examples at worlds.sogni.ai But with this project I wanted to see how high we could get production value using the insanely powerful Seedance 2.5 Uncensored model which is also offered by Sogni at pay-as-you-go rates. I was floored at the polished output. But going through the agent scratch folder of failed generations had me crackin' up. Like these hallucination here. The agent reviewed the results, saw when things needed to be regenerated and did the work. But what's cooler is that it knew when clips were recoverable and it would recover them. Seedance 2.5 is an expensive model. So it would cut out any bad segments and regenerate them, and then restitch them with FFmpeg locally. And that is just the start. The techniques it would use to massage and collage the outputs blew me away again. We'd like to take credit for all of this nuanced creative intelligence but honestly a lot of it is the LLM itself. Claude Code's Opus 5.5 is just incredible. And if you steer that intelligence with specialized agent skills and tooling... well it's a brave new convenient world for creators now.

The prompt to my Claude Code Opus 5.5 (with Sogni Creative Agent kill + Sogni World Kit agent skill installed): Lets add one more pitstop in Sogni Meme World. 4chan memes in a desolate dirty place like Skid Row. A seedy place full of poverty drug deals, and prostitution. Here, Doomer Girl asks if Jean is looking for a good time. Here we meet Pepe the frog, crying, holding out his hand with a butteryfly on it, wondering why he's been branded a hate symbol. This scene world is a cast of 4chan / neckbeared meme culture like Wojak, maybe huffing paint. Carl from aqua teen hunger force drives by in a sus manner while they are chatting and tries to pick up our cohort. "Hey, how much for the pink guy, what kind of equipment it uh.. working with down there? I mean, it don't matter much to me" The scene could end with Jean having a heart to heart with Pepe who says his famous "Feels good man" line. It can feel very heartfelt and they hug it out, until Pepe whispers "So am I going down on you fellas, or are you guys going down on me? I mean I only got $20." His face changes to TrollFace, as PedoBear eases his face into the screeen pretty large (perspective) and our posse looks at each other shocked and scared, and all make a mad dash away, as they run they see a house on fire and inside we get a quick shot of This is Fine dog. The camera follows them as it drone shot flies higher and away as carl's voice yell's "Guys, i'm here for a good time, not for a long time, hurry back ok?" as the drone view flies out to reveal the full map ready for the user to select their next destination again. This is my general idea of a very funny, shocking pitstop. You get the general idea, you can massage this into a rapid fire funny scene. Since our platform is uncensored we're going for a pretty raunchy over the top "I can't believe they went there" kind of vibe. You don't have to include everything I wrote above, its just a general idea, see what you can come up with in this spirite. And don't shy away from vulgarity, or even a little nudity for shock value. You should use Seedance 2.5 uncensored as needed for these generations. I'm excited to see what you come up with. ---- It went to work, first generating character sheet references to use in the videos, using my Sogni Unlimited $20 plan.

Step 3: Into the weeds Want to know how it works behind the scenes? Here's a breakdown of the main models and brushstrokes your agent is working with: worlds.sogni.ai/how-this-was… Here's a writeup my Claude and Codex agents wrote about their experience building 2 of my worlds: blog.sogni.ai/blogs/how-agen… And behind the behind the scenes? The Sogni Creative Agent Skill: github.com/Sogni-AI/sogni-cr…

Step 2: Submit your world to worlds.sogni.ai/ There are plenty of great example worlds here: Bringing travel photos to life, creating a choose-your-own-adventure horror masterpiece, whatever you want. Sogni is uncensored so if you can dream it, your agent can build it. The coolest part: You can build multiple worlds with a single $20 Sogni Unlimited subscription. Build with Minimax H3 and 200+ other open-weight models. Premium vendor models like Seedance 2.5 are available too at a discounted pay-as-you-go rate for Sogni Unlimited subscribers. The agent and the models build the music and ambiance, the foley, the dialogue, the overarching storyline, the image and video assets, characters, the interaction points, the intuitive UI, the artful transitions, the cut scenes, the mobile optimized delivery--with your careful feedback or your casual feedback, with a review process that makes sure you land your vision. Sogni is running a contest, top Worlds get 3 months of Unlimited Pro + $300, 2 months of Unlimited Pro + $200 and 1 month of Unlimited Pro + $100. Deadline is November 8!

github.com/Sogni-AI/sogni-wo… Step 1: Install the Sogni Worlds Kit skill on your Claude, Codex, or Hermes. Then just type or voice note your Agent a few paragraphs of your vision and have it build interactive stories told in films, voices and music. Your agent gets access to Seedance 2.5 uncensored along with 200+ other models and the finesse to use them well.

Sogni Worlds Kit agent skill FTW! github.com/Sogni-AI/sogni-wo…

I’ve worked on a lot of cool Creative AI product at Sogni but our recently released Sogni Worlds Kit takes the cake. I’ll share a nice 🧵 about it soon!

I don’t leave the AI shipping dungeon often so come say hi 🍻