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metric-pack-designer | plugin-eval

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plugin-eval
metric-pack-designer

Skill

metric-pack-designer

From plugin-eval

Design custom metric packs for plugin-eval so teams can add local evaluation rubrics that emit schema-compatible checks and metrics. Use when the user wants their own evaluation criteria or visualizations.

Invocation

How this skill is triggered — by the user, by Claude, or both

Slash command

/plugin-eval:metric-pack-designer

User invocable

Model invocable

Inline context

Default effort

Context Preview

The summary Claude sees in its skill listing — used to decide when to auto-load this skill

Use this skill when the user wants to extend `plugin-eval` with a local rubric.

SKILL.md

27 lines · ~246 tokens

Stats

LanguagePython

Parent stars0

MaintenanceGood

Last CommitMay 17, 2026

Actions

View Source View Plugin View on GitHub View README

Stats

LanguagePython

Parent stars0

MaintenanceGood

Last CommitMay 17, 2026

Actions

View Source View Plugin View on GitHub View README

Metric Pack Designer

Use this skill when the user wants to extend plugin-eval with a local rubric.

Workflow

Clarify the custom rubric categories and target kinds.
Define the smallest useful checks[] and metrics[] payload.
Create a metric-pack manifest plus a script that prints JSON to stdout.
Run the pack through plugin-eval analyze <path> --metric-pack <manifest.json>.

Design Rules

Keep IDs stable across runs so comparisons stay meaningful.
Emit only checks[], metrics[], and optional artifacts[].
Do not try to overwrite the core score or summary.
Prefer deterministic local signals over subjective text generation.

Reference

../../references/metric-pack-manifest.md

$

npx claudepluginhub robinebers/converted-plugins --plugin plugin-eval

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