loop-design-check
Designs and checks AI agent loops to make sure they work right and do not waste time or money.
Installation
Paste this into Claude Code, Cursor, or any agent that can run commands.
What this skill does
What it does:
- Helps you design a repeating task where an AI agent works on something over and over, like write-test-fix-test-fix
- Checks your loop design to make sure it will not spin out of control, cheat the system, or run the wrong answer all the way to the end
- Separates what the machine can measure (like how close to the goal) from what only a human should decide (like whether the goal itself is right)
- Asks five key questions about how loops fail and whether your goal is clear enough for a machine to know when to stop
When to use it:
- You are building an agent that will repeat a task many times without you watching
- You already have a loop running and worry it might spin forever, give fake success, or keep going even when it is wrong
- You want to make sure a human stays in control of the big decisions while the machine handles the details
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