Prompt Optimizer is designed to help users select appropriate prompt frameworks based on specific task scenarios and generate clearer, more actionable prompts. It assists prompt creators in optimizing their prompts for better performance.
$ npx skills add https://github.com/chujianyun/skills --skill prompt-optimizerPrompt Optimizer is a reviewer and generator skill that diagnoses and improves AI prompts across different task scenarios. It helps prompt creators select the right framework for their use case—whether instructional, role-based, structured, or domain-specific—then generates clearer, more actionable prompt text. Rather than offering generic suggestions, it first assesses your prompt's current state and task requirements, then provides targeted improvements. Teams building AI agents, developing instruction sets, or refining Claude prompts benefit from this structured approach to prompt optimization.
Add the skill to your project using the command provided.
Choosing the right prompt structure for a given task.
Improving the clarity and execution of prompts.
Refining and polishing existing prompts based on specific requirements.
$ npx skills add https://github.com/chujianyun/skills --skill prompt-optimizergit clone https://github.com/chujianyun/skillsCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Check the GitHub repository or documentation for usage examples.
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