actionable ai

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Anthropic and OpenAI both said stop writing prompts. Here's how to write loops instead.

What an AI loop is, why it beats single prompts, and three ways to start today, from a copy-paste prompt to a free skill.

  • What a loop is, in plain English
  • The free plan-optimizer skill + install command
  • A copy-paste loop you can run in Claude right now
  • The spec, build, review loop for bigger projects

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A one-page starter guide to AI loops, with three ways to begin today.

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A look inside

What's inside

01

What You'll Learn

What a loop is, in plain English The free skill that does it for you Two copy-paste loops you can run in Claude today

02

Read This First

In June 2026, the two biggest AI labs on the planet, Anthropic and OpenAI, independently told people the same thing: stop writing prompts, start writing loops.

03

The Whole Idea in One Line

A prompt is one shot: input goes in, output comes out.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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Is this guide free?

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No. The guide explains the work in practical steps and calls out technical details only when they matter.

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