FreeSkills
Commits, branches and sync with the but CLI
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Works with
- Claude Code
- Codex
- Cursor
- and 3 more
LLM evaluation framework design v1.0.0
Use this resource to design quality, safety and accuracy evaluations for an LLM-based system
New
- 339 downloads
- 223 likes
- 223 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install llm-evaluation-framework-designWith 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 loginThe agent defines what a good answer means for your case, builds a test suite covering capabilities and failure modes, writes human rating rubrics and designs automated evaluations, including LLM-as-judge. It does not cover training or curating public datasets.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: method for designing suites and rubrics
- SKILL.md: evaluation examples for a support assistant and a code model
Good fit for
- You are switching models and want to check the service doesn't regress
- Your support assistant needs measuring before launch
Not for
Tags
- evaluation
- llm
- quality
- safety
- rubric
About
You say
“Design an evaluation suite for our customer support assistant, with a scoring rubric.”
Skill published by community under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to design quality, safety and accuracy evaluations for an LLM-based system
- Review and adjust the result
Content preview
Files
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md14.3 KB
Origin and licence
Listed unmodified
- Author
- community
- Source
- github.com/nickcrew/claude-cortex/tree/bb47af79ad3befe01ae01940fcf5f16e30a1b6df/skills/eval-designer
- Licence
- MIT
Notice
« eval-designer » (community, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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