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Predict the next action to take v1.0.0

Use this resource to choose the next action from learned patterns

New

  • 480 downloads
  • 184 likes
  • 249 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install next-action-prediction

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 asks the autopilot for the recommended next action. If confidence is above 0.7, it runs it; otherwise it checks the task breakdown and picks the highest-priority task. Once the work is done, it updates the patterns.

Mostly picked by

Updated November 2, 2026

Card for the “Predict the next action to take” skill

Details

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

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What you get

  • SKILL.md: learning pipeline and confidence threshold
  • SKILL.md: integration with /loop

Good fit for

  • You are unsure where to resume the work
  • You want tasks chained in a loop

Not for

    Tags

    • prediction
    • autopilot
    • tasks
    • learning

    About

    You say

    “Tell me the next action for this project and run it if confidence is high enough.”

    Card for the “Predict the next action to take” 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 choose the next action from learned patterns
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.3 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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