cheat-score

Score written content against predefined rubric dimensions and calculate a composite score.

6.2k|875|Updated May 5, 2026
One-click install
npx skills add https://github.com/XBuilderLAB/cheat-on-content --skill cheat-score-xbuilderlab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cheat-score
Source: https://github.com/XBuilderLAB/cheat-on-content/tree/main/skills/cheat-score
Command: npx skills add https://github.com/XBuilderLAB/cheat-on-content --skill cheat-score-xbuilderlab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps content creators quickly evaluate the quality of their written content by providing a rubric score and composite analysis without making predictions.

Core Features & Use Cases

  • Content Quality Assessment: Offers a rubric-based scoring system for written content.
  • Composite Analysis: Provides a composite score that summarizes the quality based on multiple dimensions.
  • Use Case: For content creators who want to quickly gauge the potential of their content before making a full prediction.

Quick Start

Run the 'cheat-score' command with the path to your draft content.

Frequently Asked Questions about cheat-score

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate written content quality using a rubric scoring system?▼

Rubric-based content evaluation scores written text across predefined dimensions, calculating a composite score that summarizes overall quality without making future performance predictions.

What is composite analysis for content quality assessment?▼

Composite analysis for content quality assessment aggregates multiple rubric dimension scores into a single composite score, summarizing written text quality based on predefined criteria.

How do I get a quick content quality score for my draft text?▼

Run the cheat-score command with the path to your draft content to generate a quick rubric-based composite score, evaluating text quality across predefined dimensions before finalizing.

Does rubric scoring predict how well my content will perform?▼

No, rubric scoring does not predict content performance; it evaluates written text quality by calculating a composite score across predefined rubric dimensions without making predictions.

Can I use predefined rubric documents for text analysis?▼

Yes, you can use predefined rubric documents for text analysis; the scoring system requires parsing rubric documents and applying scoring logic to evaluate written content quality.

When should I use an automated content quality evaluator?▼

Use an automated content quality evaluator when you need to quickly gauge the potential of written drafts, obtaining a composite rubric score before making a full prediction.