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Adaptive agent creation (dynamic architecture) v1.0.0

Use this resource to create agents that learn and adapt over time

New

  • 438 downloads
  • 237 likes
  • 166 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install adaptive-learning-agent-creation

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 creates an agent with an initial configuration and learning parameters, tracks how it evolves and checks its performance. You get an agent that adjusts its behavior, unlike an agent with a fixed configuration.

Mostly picked by

Updated November 2, 2026

Card for the “Adaptive agent creation (dynamic architecture)” skill

Details

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

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What you get

  • SKILL.md: agent creation steps and learning parameters
  • SKILL.md: tracking of learning progress
  • SKILL.md: performance checks and comparison with static agents

Good fit for

  • An agent must improve from the results of its tasks
  • A static agent is no longer enough for a task that changes often

Not for

    Tags

    • agents
    • learning
    • adaptive
    • performance

    About

    You say

    “Create an adaptive agent for ticket triage and show me its progress after twenty tasks.”

    Card for the “Adaptive agent creation (dynamic architecture)” skill

    Skill published by ruvnet 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 create agents that learn and adapt over time
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.6 KB

    Origin and licence

    Listed unmodified

    Author
    ruvnet
    Source
    github.com/ruvnet/ruflo/tree/89b0cd02dd99ea1f63437fde6c05992ec53cc22b/plugins/ruflo-daa/skills/daa-agent
    Licence
    MIT

    Notice

    « daa-agent » (ruvnet, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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