prompt-optimizer

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

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.

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

Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or lack necessary details. Supports two modes - Interactive Mode (uses AskUserQuestion tool for guided clarification) and Direct Analysis Mode (provides optimization suggestions). Triggers on prompts containing vague language like "something", "thing", "stuff", "it", or when requests lack context, technical specifications, success criteria, or examples. When user requests interactive/questionnaire mode, use AskUserQuestion to guide them through structured questions. Helps transform unclear requests into well-structured, actionable prompts. Source: smallnest/langgraphgo.