The Real Problem
Most people run their AI one prompt at a time.
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The 4 types of AI loops, and which one to use
Turn-based, goal-based, time-based, proactive. How to build each of the four AI loop types, with the exact command and the best use case for every one.
- How to build all 4 loops the Claude Code team uses, and what triggers each one.
- The copy-paste command that starts each: /goal, /loop, /schedule.
- The best use case for every loop, mapped to a real project you can hand off this week.
- The one cap that stops a loop from prompting itself forever and draining your account.
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How to build the 4 types of AI loops the Claude Code team uses, with the exact command and the best use case for each.
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What's inside
The rest of the guide
- Loop 1: Turn-basedTriggered by your prompt.
- How to Build ItStart in your project.
- Best Use CasesDesigning a landing page where you react to each version and refine copy, layout, and color turn by turn.
- The Upgrade That MattersThe only difference between normal prompting and a turn-based loop is the check-step.
- Loop 2: Goal-basedTriggered by the /goal command, which carries a success condition and a cap.
- How to Build ItWrite a measurable goal.
- Best Use CasesGetting a page to load faster until it hits a target Lighthouse or PageSpeed score.
- The Cap Is Not OptionalThe try-limit goes inside the /goal text for a reason.
- Loop 3: Time-basedTriggered by a clock.
- How to Build ItWrite a self-contained prompt.
- Best Use CasesChecking your inbox every morning and drafting replies to anything that needs one.
- Local vs CloudUse /loop while you are working and want to watch it.
- Loop 4: ProactiveTriggered by an event or a schedule, with no human present.
- How to Build ItPick the channel to watch.
- Best Use CasesHandling customer support emails: triage each one, draft or send the reply, escalate the hard ones to you.
- The Trust TestProactive is the loop that runs with no human watching, so the reviewer is everything.
- How to Pick Your LoopStill figuring out what you want?
- Build Your First Loop This WeekPick one bottleneck.
- The One Rule for Every LoopBefore you walk away from any loop, give it two things: a verifier that decides when the work is actually done, and a stop or cost cap so it cannot run forever.
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