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assess-quality

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Quantify prompt quality to speed iteration.

Content & Communication#evaluation#LLM#CLI#quality#threshold#prompting#assess
Authormanutej
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a structured mechanism to evaluate LLM outputs against task requirements and decide whether iteration is needed.

Core Features & Use Cases

  • Quality scoring with a numerical score (0.0-1.0) and a verdict to guide next steps.
  • Evaluation against four criteria: Correctness, Completeness, Clarity, and Quality.
  • Integrates into prompt-improvement pipelines to decide when a result is production-ready.
  • Use cases include code generation, content creation, data-to-text tasks, and educational feedback loops.

Quick Start

Install or run via the CLI: assess-quality --task "Generate a palindrome checker" --output result.xml. Then review result.xml to determine if further iterations are required.

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: assess-quality
Download link: https://github.com/manutej/meta-prompting-framework/archive/main.zip#assess-quality

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