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Reinforcement-learning post-training on Cortex v1.0.0

Use this resource to launch and monitor reinforcement-learning post-training on Snowflake Cortex Training

New

  • 333 downloads
  • 220 likes
  • 203 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install reinforcement-learning-cortex-training

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 checks the prerequisites, prepares the data, launches training in detached mode, then follows the run and plots the reward convergence graph. It can also stop the run and clean up resources. You get usable run monitoring and a convergence chart.

Mostly picked by

Updated November 2, 2026

Card for the “Reinforcement-learning post-training on Cortex” skill

Details

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

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What you get

  • SKILL.md: workflow from launch to stop
  • references/troubleshooting.md: diagnosis of common errors
  • references/monitoring.md: run monitoring and graph plotting

Good fit for

  • You are launching an RL run on Cortex and need to track the reward
  • A run is stuck and you want to diagnose it or stop it cleanly

Not for

    Tags

    • reinforcement learning
    • training
    • cortex
    • monitoring

    About

    You say

    “Launch the Harbor RL run on Cortex, follow the rewards and plot the curve.”

    Card for the “Reinforcement-learning post-training on Cortex” skill

    Skill published by openhands 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 launch and monitor reinforcement-learning post-training on Snowflake Cortex Training
    3. Review and adjust the result

    Content preview

    Files

    • .claude-plugin0 KB
    • .codex-plugin0 KB
    • .plugin/plugin.json0.8 KB
    • commands/cortex-training-rl.md0.5 KB
    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md1.2 KB
    • references/monitoring.md6 KB
    • references/troubleshooting.md5 KB
    • SKILL.md7.7 KB

    Origin and licence

    Listed unmodified

    Author
    openhands
    Source
    github.com/openhands/extensions/tree/21981f63bc10a52d3f81432e084b7093689ac47b/skills/cortex-training-rl
    Licence
    MIT

    Notice

    « cortex-training-rl » (openhands, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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