我做了个 skill:prompt-optimizer,分享一下用法
装好之后怎么用
什么时候会用上它:Analyze, evaluate and optimize AIGC prompts. Find ambiguity, missing constraints, improve clarity, specificity and structure, generate improved prompt variants.
怎么用:在 AI 工具里直接描述任务即可自动触发。显式调用的写法各端不同:Claude Code / Cursor 等用 /prompt-optimizer,Codex 用 $prompt-optimizer,Kimi Code 用 /skill:prompt-optimizer,ZCODE 用 $prompt-optimizer,Gemini CLI 以自动激活为主。
提示词自动优化,对 AIGC 原始 prompt 做迭代、增加约束、Few-shot 示例、打分评估,提升生成质量。
技能内容
SKILL.md版本与文件 ›Prompt Optimizer Skill
When to Use
User wants to improve existing prompt, diagnose bad AI output, rewrite prompt, test prompt quality.
Analysis Checklist
- Clarity: ambiguous wording?
- Specificity: missing constraints, format requirement, audience?
- Completeness: missing context, examples?
- Structure: messy instruction ordering?
- Actionability: clear expected output?
Optimization Steps
- Receive original prompt and sample bad output (if available)
- Diagnose problems and list issues
- Apply optimization techniques: role definition, output format constraints, few-shot examples, clear boundaries
- Create optimized version
- Explain what changes were made and why
- Optional: generate 2 alternative variants
Rules
Do not change user core intent. Only strengthen instruction structure and constraints.
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