meta-generate-context-test

Community

Test LLM context understanding.

Authorcameronraysmith
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps ensure that Large Language Models (LLMs) have correctly understood and internalized provided context, guidelines, or instructions, preventing potential misinterpretations or failures in downstream tasks.

Core Features & Use Cases

  • Context Validation: Generates indirect test questions to verify LLM comprehension of specific topics or guidelines.
  • "Brown M&M" Testing: Employs a strategy similar to Van Halen's rider to indirectly probe for adherence to instructions.
  • Use Case: Before deploying an LLM for customer support, use this Skill to generate questions that confirm it has fully grasped the company's tone of voice and product limitations, ensuring consistent and accurate responses.

Quick Start

Generate brown M&M test questions for the guideline on handling customer complaints.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: meta-generate-context-test
Download link: https://github.com/cameronraysmith/vanixiets/archive/main.zip#meta-generate-context-test

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