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Expose a live tuning knob instead of guessing v1.0.0

Use this resource to expose a live tuning control for a parameter the agent cannot evaluate

New

  • 594 downloads
  • 224 likes
  • 181 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install expose-live-tuning-control

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 identifies perceptual parameters such as colour, size, timing or volume, and adds a control you can adjust while the output runs. You tune the value on screen or by ear, then keep the one that works.

Mostly picked by

Updated November 2, 2026

Card for the “Expose a live tuning knob instead of guessing” skill

Details

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

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What you get

  • SKILL.md: pattern for the tunable control, with a worked example
  • SKILL.md: anti-patterns and links to sibling skills

Good fit for

  • You are calibrating an animation, a colour or a threshold by eye
  • An audio or visual result needs several rounds of feedback

Not for

    Tags

    • tuning
    • interface
    • parameters
    • iteration

    About

    You say

    “Expose a live knob for the mask size, I want to set it on screen.”

    Card for the “Expose a live tuning knob instead of guessing” skill

    Skill published by laurigates 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 expose a live tuning control for a parameter the agent cannot evaluate
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.5 KB

    Origin and licence

    Listed unmodified

    Author
    laurigates
    Source
    github.com/laurigates/claude-plugins/tree/3cbda15de062aa6d3302afd330afb0ff1c8979df/agent-patterns-plugin/skills/expose-tunable-knob
    Licence
    MIT

    Notice

    « expose-tunable-knob » (laurigates, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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