Summary
Matt Wolfe sits down with builder Nate Herk for the second episode of his “show me your workflow” series, in which Herk walks through three AI systems he uses every day. The video is aimed at creators and small teams who want to replicate similar setups.
The first is an AI short-form editing workflow. Herk explains how he built reusable skills from proven reels, producing a consistent look across fonts, motion graphics, sound effects, and music. He says it helped him produce around 20 reels in a single morning, covering ideation, scripting, B-roll, and AI-generated video clips. He is candid that music and sound design remain areas where human editors still win.
The second is the “roast room,” an AI expert panel built from sub-agents modeled on figures such as Naval, Cody Sanchez, Alex Hormozi, Sarah Blakely, and Gary Vee. Each member has its own markdown agent file and a “brain” of reference material, and the panel critiques ideas from distinct viewpoints. Herk explains why he moved from agent teams back to sub-agents, citing cost with minimal gain. The third build is an AI social media manager. The setups are shared via GitHub repositories and run on Claude Code skills.
📺 Source: Matt Wolfe · Published October 28, 2026
🏷️ Format: Interview
