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judge-quality

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Score outputs with Stage 4 quality metrics.

Data & Analytics#quality#alignment#scoring#evaluate#AI-outputs#naturalness#richness
AuthorHsunGong
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a structured approach to validating AI-generated outputs at Stage 4, enabling consistent scoring of quality dimensions such as naturalness, alignment, and richness.

Core Features & Use Cases

  • Stage-4 Scoring Framework: Quantifies naturalness, factuality, alignment, and content richness.
  • Reproducible Evaluation: Provides a standardized workflow that can be applied across tasks and domains.
  • Use Case: QA teams evaluating model outputs during product development, content generation, or safety reviews.

Quick Start

To use this Skill, provide the model's latest response to the judge and review the resulting scores. Then export results for reporting and feedback loops.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: judge-quality
Download link: https://github.com/HsunGong/prep/archive/main.zip#judge-quality

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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