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Spec-driven autonomous coding loop v1.0.0

Use this resource to have several specifications implemented in an autonomous loop

New

  • 593 downloads
  • 153 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install spec-driven-autonomous-coding-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

The agent works through specs one at a time in a loop based on Geoffrey Huntley's method, with fresh context on each iteration. It declares a spec finished only when all its acceptance criteria are met.

Mostly picked by

Updated November 2, 2026

Card for the “Spec-driven autonomous coding loop” skill

Details

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

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What you get

  • SKILL.md: method, installation and loop concepts
  • SKILL.md: acceptance criteria and completion signal

Good fit for

  • You have a list of features to implement unattended
  • You want a completion signal based on verifiable criteria

Not for

    Tags

    • autonomous loop
    • specs
    • agents
    • criteria

    About

    You say

    “Implement the specs in the specs folder one by one until all criteria pass.”

    Card for the “Spec-driven autonomous coding loop” skill

    Skill published by fstandhartinger 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 have several specifications implemented in an autonomous loop
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.2 KB

    Origin and licence

    Listed unmodified

    Author
    fstandhartinger
    Source
    github.com/fstandhartinger/ralph-wiggum/tree/3f15f0fb83b8c2e0ac8d11abdae0e83ab8204981/skills/ralph-wiggum
    Licence
    MIT

    Notice

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

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