Prompt Improver

About

The Prompt Improver skill streamlines the process of communicating with AI by converting vague or unstructured requests into clear, effective instructions. By applying strategic structures—such as persona context, XML delimiters, and step-by-step reasoning—it ensures that Claude delivers more accurate and relevant outputs. This skill is ideal for operators and developers who want to move beyond basic chatting and build repeatable, high-quality AI workflows by leveraging professional-grade prompting techniques automatically.

Key Features

• Uses advanced techniques like XML tagging and chain-of-thought reasoning
• Identifies and prompts for missing context or ambiguous requirements
• Provides a standardized template for consistent AI performance across tasks
• Automatically injects relevant persona and domain expertise context
• Converts single-sentence tasks into detailed, structured instruction sets
• 7 GitHub stars

Use Cases

• Refining vague content requests into detailed creative briefs with specific constraints
• Converting business requirements into technical specification prompts for coding tasks
• Transforming rough data analysis goals into structured analytical frameworks