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.