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Designing, optimizing and evaluating prompts v1.0.0

Use this resource to design, optimize and evaluate prompts for a language model

New

  • 520 downloads
  • 174 likes
  • 163 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install prompt-design-evaluation-2

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 sets the goal and quality criteria, then builds the prompt (system, examples, reasoning, output format). It evaluates versions with metrics and A/B tests, and manages their versioning.

Mostly picked by

Updated November 2, 2026

Card for the “Designing, optimizing and evaluating prompts” skill

Details

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

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What you get

  • SKILL.md: requirements, design and evaluation phases
  • SKILL.md: system prompt template and architecture layers

Good fit for

  • Your prompt returns an unstable format in production
  • You want to compare two prompt versions on a test set

Not for

    Tags

    • prompt
    • evaluation
    • examples
    • structured output
    • a/b test

    About

    You say

    “Optimize the prompt that sorts my customer emails and compare two versions on 100 examples.”

    Card for the “Designing, optimizing and evaluating prompts” skill

    Skill published by pixel-process-ug 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 design, optimize and evaluate prompts for a language model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.4 KB

    Origin and licence

    Listed unmodified

    Author
    pixel-process-ug
    Source
    github.com/pixel-process-ug/superkit-agents/tree/cc7fcb7e47bc4c50020abdf352fa5d8914d0a7c2/templates/skills/senior-prompt-engineer
    Licence
    MIT

    Notice

    « senior-prompt-engineer » (pixel-process-ug, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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