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ax-rubric

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Score & rewrite tool descriptions for agents.

Software Engineering#documentation#prompt engineering#developer experience#ai agent#rubric#tool description
AuthorPeleke
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that tool descriptions are clear, concise, and informative for AI agents, preventing tools from being overlooked due to poor descriptions.

Core Features & Use Cases

  • Automated Scoring: Evaluates tool descriptions against a five-criterion rubric (Output shape, Cost signal, Trigger clarity, Specificity, Differentiation).
  • Failure Analysis: Identifies specific shortcomings in descriptions and explains their impact on agent discoverability.
  • Automated Rewriting: Generates improved descriptions that meet the 5/5 scoring criteria, adhering to principles like leading with the problem and stating costs.
  • Use Case: When developing new tools for an AI agent, use this Skill to review and refine their descriptions before deployment, ensuring they are easily discoverable and usable by the agent.

Quick Start

Use the ax-rubric skill to score and rewrite the following tool description: "This tool helps you find information."

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: ax-rubric
Download link: https://github.com/Peleke/hunter/archive/main.zip#ax-rubric

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