Prompt Optimizer

Prompt Optimizer

This skill analyzes user prompts and provides optimized versions that are clearer, more specific, and more actionable.

Purpose

Transform vague, incomplete, or ambiguous user requests into well-structured prompts that lead to better outcomes. By analyzing prompts against quality criteria and providing optimized versions, this skill helps users communicate their needs more effectively.

When to Use This Skill

Use this skill when user prompts exhibit one or more of these issues:

Clarity Issues

• Vague language: "something", "thing", "stuff", "it", "this"
• Ambiguous pronouns without clear referents
• Multiple possible interpretations
• Unclear desired outcome

Specificity Issues

• Missing context about the problem domain
• No technical specifications (language, framework, version)
• Lack of examples when examples would help
• Undefined scope or boundaries

Completeness Issues

• Missing required information or inputs
• No success criteria defined
• Undefined behavior for edge cases
• Missing constraints or requirements

Structure Issues

• Disorganized information
• Complex requests without clear structure
• Mixing context with requests
• No logical flow

Actionability Issues

• No clear action verb or request
• Passive voice making intent unclear
• Confusing or conflicting instructions