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Generating and auditing autonomous agent loops v1.0.0

Use this resource to generate and audit autonomous agent loops from a goal

New

  • 457 downloads
  • 171 likes
  • 248 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install autonomous-loop-script-generation

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 writes a LOOP_PLAN.md from your goal, generates ready-to-run scripts, sets acceptance criteria and checks loop status. You get a measurable plan and executable scripts.

Mostly picked by

Updated November 2, 2026

Card for the “Generating and auditing autonomous agent loops” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • reference/: loop plan, operation contract and failure catalogue
  • reference/: executor engines, loop learning and Nexus integration

Good fit for

  • You want an agent to run a long task unsupervised
  • An automatic loop stops for no clear reason

Not for

    Tags

    • loop
    • autonomous
    • scripts
    • audit
    • agents

    About

    You say

    “Write the plan and scripts for a loop that migrates my tests to Vitest, with acceptance criteria.”

    Card for the “Generating and auditing autonomous agent loops” skill

    Skill published by simota 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 generate and audit autonomous agent loops from a goal
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • reference/charter-loop-driver.md6.7 KB
    • reference/core-defaults.md13.1 KB
    • reference/examples.md4 KB
    • reference/executor-engines.md10.2 KB
    • reference/failure-catalog.md26 KB
    • reference/loop-engineering.md13.6 KB
    • reference/loop-learning.md12.6 KB
    • reference/loop-plan.md8 KB
    • reference/nexus-integration.md4.4 KB
    • reference/operation-contract.md11.1 KB
    • reference/patterns.md11.7 KB
    • reference/ralph-loop-pattern.md23.7 KB
    • reference/resilience-patterns.md13.3 KB
    • reference/script-flow.md7.2 KB
    • reference/script-template-runner.md64.4 KB
    • reference/script-template-support.md14.2 KB
    • reference/script-templates.md1.8 KB
    • reference/signal-keywords.md1.3 KB
    • reference/vague-goal-handling.md5.3 KB
    • SKILL.md24.4 KB

    Origin and licence

    Listed unmodified

    Author
    simota
    Source
    github.com/simota/agent-skills/tree/2e02cc9efb3852a45334495df3784d59b87b0e18/.agents/skills/orbit
    Licence
    MIT

    Notice

    « orbit » (simota, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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