← ClaudeAtlas

prompt-optimizerlisted

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.
kyawshinethu/ClaudeSkills · ★ 7 · AI & Automation · score 81
Install: claude install-skill kyawshinethu/ClaudeSkills
# 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 - Missing output format specification ## Activation Triggers Activate this skill when detecting: - Vague words: "something", "thing", "stuff", "it