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…/skillalchemy/agentsop-metric-design
home/skills/agentsope/skillalchemy/agentsop-metric-design
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agentsop-metric-design

byagentsope· 48 skills

Stars

223

Forks

12

Category

Data Science & Analytics

View on GitHub

TL;DR

Decomposed, multi-criteria metric design for LLM pipelines. The metric IS the model — change the metric and the optimizer changes behavior. Decompose by default; bool during compile, float during eval; calibrate against human; mitigate judge bias. Search keywords: LLM-as-judge, llm as judge, eval metric, evaluation score, scoring function, rubric, RAGAS, G-Eval, judge bias, verbosity bias, how to evaluate LLM output.

How to install agentsop-metric-design?

agentsope/skillalchemy/agentsop-metric-design
$npx -y skills add agentsope/skillalchemy --skill agentsop-metric-design

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/agentsope/skillalchemy" --skill "agentsope/skillalchemy/agentsop-metric-design"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/agentsope/skillalchemy" that are relevant to the current task. Run `npx skills add "https://github.com/agentsope/skillalchemy"` and select the relevant skills, then follow their instructions.

Preview

agentsope/skillalchemyagentsope/skillalchemy

$ npx -y skills add agentsope/skillalchemy --skill agentsop-metric-design

▸ installing to .claude/skills…

✓ agentsop-metric-design ready

Repoagentsope/skillalchemy
TypeSkills
CategoryData Science & Analytics
ForAnalystResearcher
UpdatedJun 2026
License—
First seenJul 26, 2026

Tags

Skill

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