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Swarm topology optimization v1.0.0

Use this resource to improve the topology and communication of a swarm

New

  • 477 downloads
  • 161 likes
  • 176 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install swarm-topology-optimization

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 adapts the swarm topology while it runs, reduces message latency, chooses agent placement and optimizes communication patterns. It can use a genetic algorithm to evolve the topology. You get a revised network configuration.

Mostly picked by

Updated November 2, 2026

Card for the “Swarm topology optimization” skill

Details

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

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What you get

  • SKILL.md: dynamic reconfiguration and latency optimization
  • SKILL.md: placement strategies and a genetic algorithm for topology evolution

Good fit for

  • A swarm exchanges too many messages and slows down
  • You want to compare several topologies for the same work

Not for

    Tags

    • topology
    • swarm
    • latency
    • communication

    About

    You say

    “Optimize the review swarm topology and cut the exchanges between the security and performance agents.”

    Card for the “Swarm topology optimization” 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 improve the topology and communication of a swarm
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md24.9 KB

    Origin and licence

    Listed unmodified

    Author
    ruvnet
    Source
    github.com/ruvnet/ruflo/tree/89b0cd02dd99ea1f63437fde6c05992ec53cc22b/.agents/skills/agent-topology-optimizer
    Licence
    MIT

    Notice

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

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