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Designing an evaluation framework for agents v1.0.0

Use this resource to design an evaluation framework to measure an agent's performance

New

  • 326 downloads
  • 133 likes
  • 189 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-evaluation-framework-design

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 defines rubrics, a representative test set and measurement methods suited to non-deterministic behavior. It proposes continuous evaluation to catch regressions. The skill does not produce figures without data.

Mostly picked by

Updated November 2, 2026

Card for the “Designing an evaluation framework for agents” skill

Details

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

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What you get

  • SKILL.md: evaluation challenges and methods
  • SKILL.md: rubrics, test sets and context engineering evaluation

Good fit for

  • You want to know whether a change really improves your agent
  • Your agent fails intermittently and you do not measure it

Not for

    Tags

    • evaluation
    • agents
    • testing
    • measurement

    About

    You say

    “Design a rubric for our support agent and a small set of twenty test cases.”

    Card for the “Designing an evaluation framework for agents” skill

    Skill published by sickn33 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 an evaluation framework to measure an agent's performance
    3. Review and adjust the result

    Content preview

    Files

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

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/evaluation
    Licence
    MIT

    Notice

    « evaluation » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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