article-evaluation-pipeline

Community

End-to-end article quality evaluation.

Authornotque
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This pipeline provides a deterministic, four-phase framework to evaluate articles for voice authenticity and quality without producing content itself, helping writers and editors distinguish authentic voice from AI-like writing.

Core Features & Use Cases

  • Wabi-sabi-aware 4-phase pipeline: Fetch, Validate, Analyze, and Report for comprehensive article evaluation.
  • Voice authenticity checks with deterministic validation and line-number attribution.
  • Classification of imperfections into authentic markers vs violations, with a detailed report.

Quick Start

Provide the article to evaluate by giving a URL or local file path and start the evaluation workflow.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: article-evaluation-pipeline
Download link: https://github.com/notque/claude-code-toolkit/archive/main.zip#article-evaluation-pipeline

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