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AI agent architecture with tools and memory v1.0.0

Use this resource to design the architecture of an AI agent with tools and memory

New

  • 599 downloads
  • 242 likes
  • 179 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-agent-architecture

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 picks the execution loop, defines tools and memory, and plans evaluation and error handling. You get a clear agent architecture with its documented failure modes.

Mostly picked by

Updated November 2, 2026

Card for the “AI agent architecture with tools and memory” 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: the agent architect's role and design method
  • references/patterns.md: agent loop, memory and planning patterns
  • references/sharp_edges.md: infinite loops, saturated memory and unhandled tool errors

Good fit for

  • You want an agent that runs a multi-step task with tools
  • Your agent prototype works in a demo but fails in real use

Not for

    Tags

    • agent
    • tools
    • memory
    • planning
    • architecture

    About

    You say

    “Design an agent that checks our knowledge base and opens a ticket, with conversation memory and a limit of four tool calls.”

    Card for the “AI agent architecture with tools and memory” 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 the architecture of an AI agent with tools and memory
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md3.8 KB
    • references/sharp_edges.md6.7 KB
    • references/validations.md3.7 KB
    • SKILL.md2.2 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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