LOOPS

Self-pacing agent workflows. Copy a loop, paste it into your agent, let it run.

Compatible tools

Works with your agent

Claude Code
Cursor
Codex
Gemini CLI

What are loops

Autonomous agent workflows that iterate until done

A loop is a structured prompt that tells an AI coding agent (Claude Code, Cursor, Codex, Gemini CLI) to repeat a task autonomously until a measurable exit condition is met. Instead of prompting, inspecting, re-prompting manually — you define the goal, the check command, and the exit condition, then let the agent self-pace.

How it works

The loop execution cycle

1
Define goal + exit condition
What does 'done' look like? A passing test suite, a clean audit, a merged PR.
2
Set the check command
The command the agent runs between iterations to evaluate progress.
3
Agent executes a step
The agent does one unit of work — fix a bug, write a test, tighten a constraint.
4
Agent self-evaluates
Runs the check command, reads output, decides: continue or stop.
5
Loop or exit
If exit condition is not met and iterations remain, the agent continues. Otherwise it stops and reports.