skill-sharpen

Review agent instruction documents and suggest edits to remove redundant content.

12|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/hartphoenix/weft --skill skill-sharpen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-sharpen
Source: https://github.com/hartphoenix/weft/tree/main/.claude/skills/skill-sharpen
Command: npx skills add https://github.com/hartphoenix/weft --skill skill-sharpen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps authors improve the quality, clarity, and precision of their agent-facing instructions and documentation.

Core Features & Use Cases

  • Guides writers in composing token-efficient and behaviorally precise prose for instructions and documentation.
  • Classifies, classifies errors, and structures output formats to enhance readability and effectiveness.
  • Use Case: When creating or reviewing a SKILL.md or agent instruction document, the Skill suggests edits to remove redundancies and focus on impactful content, ensuring the final prose is concise and clear.

Quick Start

Use the skill to review and improve your SKILL.md file by providing the path to your instruction document.

Frequently Asked Questions about skill-sharpen

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

FAQPage Schema
How do I refine AI prose for clarity and efficiency in agent instructions?

To refine AI prose for clarity, you provide the path to your instruction document, and the Skill reviews it to eliminate redundant content and ensure concise, behaviorally precise language suitable for language models.

What is behaviorally precise prose for language model documentation?

Behaviorally precise prose is instruction text structured to enhance readability and effectiveness for agents by classifying errors and formatting output to focus on impactful, token-efficient content.

How do I eliminate redundant content from my agent documentation?

You eliminate redundant content from agent documentation by using this Skill to review your file, which suggests targeted edits to remove irrelevant information and focus on behaviorally precise instructions.

What's the best way to write token-efficient instructions for AI agents?

The best way to write token-efficient instructions is to apply this Skill to your document, guiding you to remove redundancies and structure concise prose that clarifies agent behavior without wasting tokens.

Can I use this Skill to review and improve a SKILL.md file?

Yes, you can use this Skill to review and improve a SKILL.md file by providing the path to your instruction document, allowing it to suggest edits that remove redundancies and enhance clarity.

Does this Skill require any dependencies to classify and structure documentation errors?

No dependencies are required. The Skill operates independently to classify errors and structure output formats, enhancing the readability and effectiveness of your agent-facing documentation.