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Start an iterative development loop v1.0.0

Use this resource to run an autonomous loop of iterations on a task until it completes

New

  • 575 downloads
  • 129 likes
  • 167 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install iterative-agent-loop

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

This skill creates a state file in the project, and the agent receives the same instruction on each turn, building on its earlier changes. You set a maximum number of iterations and optionally a completion phrase. The cancel command stops the loop at any time.

Mostly picked by

Updated November 2, 2026

Card for the “Start an iterative development loop” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: trigger, state file and loop parameters
  • SKILL.md: guardrails and output format

Good fit for

  • A task needs several passes until the tests pass
  • You want an autonomous loop capped by an iteration count

Not for

    Tags

    • loop
    • iteration
    • autonomous
    • task

    About

    You say

    “Run a loop on the test migration, ten iterations at most.”

    Card for the “Start an iterative development loop” skill

    Skill published by cursor under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to run an autonomous loop of iterations on a task until it completes
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.9 KB

    Origin and licence

    Listed unmodified

    Author
    cursor
    Source
    github.com/cursor/plugins/tree/b1695c2019b650ca5d4a66a6a6d805233c806d6d/ralph-loop/skills/ralph-loop
    Licence
    MIT

    Notice

    « ralph-loop » (cursor, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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