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cheat-bump

Propose and execute rubric or bucket upgrades using Python scripts.

6.2k|875|Updated May 5, 2026
Search Tags:#performance optimization#content creation#rubric#bucket#data-driven decision-making
One-click install
npx skills add https://github.com/XBuilderLAB/cheat-on-content --skill cheat-bump-xbuilderlab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cheat-bump
Source: https://github.com/XBuilderLAB/cheat-on-content/tree/main/skills/cheat-bump
Command: npx skills add https://github.com/XBuilderLAB/cheat-on-content --skill cheat-bump-xbuilderlab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mcp__llm-chat__chat, Task, Edit, Glob, Grep, Skill, Task, mcp__llm-chat__chat, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill allows you to propose and execute rubric or bucket upgrades, enhancing the precision of your content creation strategy.

Core Features & Use Cases

  • Rubric Bump: Propose and implement changes to the rubric, such as adding or removing dimensions or adjusting weights.
  • Bucket Recalibration: Lightly recalibrate bucket boundaries without altering the rubric formula.
  • Use Case: If you notice that your content's performance has significantly changed, you can use this Skill to propose a rubric upgrade to better reflect the current trends.

Quick Start

Run the cheat-bump command with the --propose flag followed by the new rubric formula.

Frequently Asked Questions about cheat-bump

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

FAQPage Schema
How do I adjust scoring criteria for content performance optimization?▼

You adjust scoring criteria by proposing a rubric bump, which adds or removes dimensions and updates weights to align your content creation strategy with current trends.

What is the difference between a complete rubric bump and bucket recalibration?▼

A complete rubric bump alters the scoring formula by adding dimensions or adjusting weights, while bucket recalibration lightly adjusts performance thresholds without changing the underlying rubric formula.

When do I need to recalibrate performance thresholds for my content strategy?▼

You need to recalibrate performance thresholds when your content's performance significantly changes and you want to reflect current trends without altering the core rubric formula.

Can I use Python scripts to propose rubric upgrades for data-driven decision-making?▼

Yes, the Skill uses Python scripts to propose and execute rubric upgrades, enabling data-driven decision-making by adjusting scoring criteria for iterative content improvement.

How do I execute a rubric upgrade using the propose flag?▼

You execute a rubric upgrade by running the command with the propose flag followed by the new rubric formula to implement changes like adjusting weights or adding dimensions.

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