Socratic Workshop

Builder: SOCRATIC WORKSHOP

An agent skill for Claude Code and Codex that turns the tutor around: you explain, the AI asks. It grew out of Miles Cranmer’s talk How to Avoid AI Brain Rot. The tutor asks one question at a time and only hints when you ask for it, so you repair your own reasoning and then try the idea on a new case. When a picture helps, it builds a small interactive visualization, like a gradient descent you can steer or where a Spanish adjective goes. Bring your own book, paper or codebase. You do the thinking.

format: agent skill
runs in: Claude Code · Codex
code: GitHub

Noa Katana is a creative strategist, creative director and creative technologist, born in Baden-Württemberg and raised outside Munich. He directed GAME for Yung Palo and Sony Music, took FiggDasGeld from the underground to a BMG signing with his partner, has produced music since 2020, and builds open-source tools: argmin, kleinhirn and Socratic Workshop. Based in Munich, he takes on creative direction, strategy, product marketing, AI automation and web projects across Bavaria and Germany.