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Quality bar before shipping an AI feature v1.0.0

Use this resource to set numbers and thresholds before launching an AI feature

New

  • 335 downloads
  • 199 likes
  • 226 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-feature-quality-bar

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 interviews you, then sets measurable criteria for an AI feature: task completion, precision and recall, p95 latency, cost per successful request, eval set, thresholds, owners and regression gates. You get a written agreement before launch.

Mostly picked by

Updated November 2, 2026

Card for the “Quality bar before shipping an AI feature” skill

Details

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

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What you get

  • SKILL.md: upfront interview and definition of success for one request
  • SKILL.md: metric choice, eval set design and thresholds

Good fit for

  • An AI demo looks good but you do not know if it will hold in production
  • You must decide on a launch with numbers

Not for

    Tags

    • ai
    • quality
    • metrics
    • evaluation

    About

    You say

    “Set the quality bar before we launch our customer support assistant.”

    Card for the “Quality bar before shipping an AI feature” skill

    Skill published by pmprompt 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 set numbers and thresholds before launching an AI feature
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.5 KB

    Origin and licence

    Listed unmodified

    Author
    pmprompt
    Source
    github.com/pmprompt/claude-plugin-product-management/tree/9b9a4929de8ce23617719402b43fe3e75be23c02/skills/ai-ship-bar
    Licence
    MIT

    Notice

    « ai-ship-bar » (pmprompt, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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