Optimizes and refines AI prompts using expert engineering techniques to maximize output quality and accuracy.
The Prompt Improver skill transforms basic or vague user queries into high-performance prompts by applying systematic engineering principles. It evaluates inputs based on clarity, specificity, and structure before rewriting them to include professional roles, explicit constraints, and clear output formatting. By eliminating ambiguity and adding necessary context, this skill ensures that Claude and other LLMs produce more reliable, precise, and actionable results, making it an essential tool for anyone building AI-driven workflows.
主な機能
01Multi-dimensional analysis of clarity, specificity, and structure
02Automatic role and persona assignment for better context
03Explicit output format and constraint enforcement
041 GitHub stars
05Step-by-step sequencing for complex compound requests
06Integrated clipboard support for instant prompt deployment
ユースケース
01Standardizing output formats for automated data processing or code generation
02Fixing inconsistent LLM responses by adding rigorous evaluation criteria and guardrails
03Converting simple one-line requests into detailed, professional engineering prompts
