english-prompt-optimizer

Compare original and translation side by side

🇺🇸

Original

English

🇨🇳

Translation

Chinese

English Prompt Optimizer

英文提示词优化器

Transform vague or non-English prompts into clear, structured requests.

将模糊或非英语的提示词转换为清晰、结构化的请求。

Workflow

工作流程

1. DETECT → Is this non-English or vague?
2. ANALYZE → What does user actually want?
3. OPTIMIZE → Create structured English prompt
4. SHOW → Display optimized version
5. EXECUTE → Proceed with optimized request

1. DETECT → Is this non-English or vague?
2. ANALYZE → What does user actually want?
3. OPTIMIZE → Create structured English prompt
4. SHOW → Display optimized version
5. EXECUTE → Proceed with optimized request

Optimization Template

优化模板

[TASK]: Clear statement of what to do
[CONTEXT]: Background information
[REQUIREMENTS]: Specific criteria
[OUTPUT FORMAT]: Expected deliverable
[CONSTRAINTS]: Limitations or preferences

[TASK]: Clear statement of what to do
[CONTEXT]: Background information
[REQUIREMENTS]: Specific criteria
[OUTPUT FORMAT]: Expected deliverable
[CONSTRAINTS]: Limitations or preferences

Optimization Rules

优化规则

Problem	Solution
Vague task	Add specific action verb + object
Missing context	Ask or infer from conversation
No format specified	Suggest appropriate format
Implicit constraints	Make them explicit

问题	解决方案
模糊的任务	添加具体的动作动词 + 对象
缺少上下文	询问或从对话中推断
未指定输出格式	建议合适的格式
隐含的限制条件	使其明确化

Response Format

响应格式

🔄 Optimizing your request:

**Original:** [Original request in user's language]

**Optimized:**
───────────────────
[Structured English version]
───────────────────

Proceeding with optimized request...

🔄 Optimizing your request:

**Original:** [Original request in user's language]

**Optimized:**
───────────────────
[Structured English version]
───────────────────

Proceeding with optimized request...

Example

示例

Original:

帮我分析一下这个改动，由程序员改，和由 ai 改；分析一下人效

Optimized:

TASK: Compare human vs AI code changes and analyze efficiency

REQUIREMENTS:
- Compare: code quality, time, correctness
- Analyze: efficiency metrics

OUTPUT FORMAT:
- Comparison table
- Efficiency analysis
- Conclusions with evidence

原始请求：

帮我分析一下这个改动，由程序员改，和由 ai 改；分析一下人效

优化后：

TASK: Compare human vs AI code changes and analyze efficiency

REQUIREMENTS:
- Compare: code quality, time, correctness
- Analyze: efficiency metrics

OUTPUT FORMAT:
- Comparison table
- Efficiency analysis
- Conclusions with evidence

Behavior

行为逻辑

Brief acknowledgment in user's language
Show optimized prompt
Ask for missing info if needed
Proceed with optimized version

用用户的语言简短确认
展示优化后的提示词
如有需要，询问缺失的信息
使用优化后的提示词继续处理