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Reliable autonomous AI agents v1.0.0

Use this resource to design a reliable autonomous AI agent

New

  • 476 downloads
  • 150 likes
  • 174 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install reliable-autonomous-agents

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 structures the agent loop, goal decomposition and human checkpoints, limiting errors that compound from one step to the next. You get a more predictable architecture with stop rules and logging.

Mostly picked by

Updated November 2, 2026

Card for the “Reliable autonomous AI agents” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: reliability principles and design method
  • references/patterns.md: agent loops and planning patterns
  • references/sharp_edges.md: causes of agent failures in production

Good fit for

  • Your agent loops, skips a step or fails without a clear message
  • You want to hand a repetitive task to an agent with precise limits

Not for

    Tags

    • agent
    • autonomy
    • reliability
    • guardrails
    • planning

    About

    You say

    “Design an agent that sorts support requests, with human approval before any refund.”

    Card for the “Reliable autonomous AI agents” skill

    Skill published by omer-metin under the Apache-2.0 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 design a reliable autonomous AI agent
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md15.3 KB
    • references/sharp_edges.md14.7 KB
    • references/validations.md4.8 KB
    • SKILL.md2.9 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/autonomous-agents
    Licence
    Apache-2.0

    Notice

    « autonomous-agents » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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