Timur Rollins

The Studio

the AI agents that make Emily’s videos · in development

A pipeline of AI agents, one per step of making a video. The code enforces the order, three steps can send work back, and I approve the story and the final cut.

multi-agentNodePlaywrightffmpegClaudeGPT

How a video moves through it

  1. Briefmy one-line idea, written up by Emily
  2. Storybeats, scene by scene (Claude Opus)
  3. Gate 1I lock the storyme
  4. Directora shot list
  5. Artbackgrounds, from an image model
  6. Continuitychecks the art matches across shotscan send it back
  7. Animatorthe episode as JSON, rendered to video (Playwright + ffmpeg)
  8. Soundvoice, music and mix, with a loudness check
  9. QCsees only the frames and the sound (Claude Sonnet)can send it back
  10. Criticis the hook strong enough? (GPT)can send it back
  11. Gate 2I approve the final cut, then post it by handme

Emily

runs on my own computer · read-only access to my other systems · cites sources

Research assistant running on my own computer, built on the open-source Odysseus. Sends a daily brief, monitors my systems and coordinates the Studio, with read-only access to everything else.

local LLMsChromaDBNodeRAG