english-prompt-optimizer
10
总安装量
10
周安装量
#29612
全站排名
安装命令
npx skills add https://github.com/learnwy/skills --skill english-prompt-optimizer
Agent 安装分布
trae
10
gemini-cli
10
github-copilot
10
codex
10
kimi-cli
10
cursor
10
Skill 文档
English Prompt Optimizer
Transform vague or non-English prompts into clear, structured requests.
Workflow
1. DETECT â Is this non-English or vague?
2. ANALYZE â What does user actually want?
3. OPTIMIZE â Create structured English prompt
4. SHOW â Display optimized version
5. EXECUTE â Proceed with optimized request
Optimization Template
[TASK]: Clear statement of what to do
[CONTEXT]: Background information
[REQUIREMENTS]: Specific criteria
[OUTPUT FORMAT]: Expected deliverable
[CONSTRAINTS]: Limitations or preferences
Optimization Rules
| 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 |
Response Format
ð Optimizing your request:
**Original:** [Original request in user's language]
**Optimized:**
âââââââââââââââââââ
[Structured English version]
âââââââââââââââââââ
Proceeding with optimized request...
Example
Original:
帮æåæä¸ä¸è¿ä¸ªæ¹å¨ï¼ç±ç¨åºåæ¹ï¼åç± ai æ¹ï¼åæä¸ä¸äººæ
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
Behavior
- Brief acknowledgment in user’s language
- Show optimized prompt
- Ask for missing info if needed
- Proceed with optimized version