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1324fb8c2a
- Add Chinese semantic recognition (修复/优化/重构/更新/改进/清理) - Support -e/--enhance flags for explicit triggering - Streamline structure with tables and concise format - Add bilingual confirmation workflow (EN/CN) - Reduce examples section for better readability - Implement 4-priority trigger system (P1-P4) - Add visual workflow pipeline diagram 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
133 lines
4.6 KiB
Markdown
133 lines
4.6 KiB
Markdown
---
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name: Prompt Enhancer
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description: Transform vague prompts into actionable specs using session memory + semantic analysis. AUTO-TRIGGER on (1) -e/--enhance flags, (2) vague keywords (fix/improve/refactor/修复/优化/重构), (3) unclear refs (it/that/这个/那个), (4) multi-module scope. Supports English + Chinese semantic recognition.
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allowed-tools: Bash, Read, Glob, Grep, AskUserQuestion
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---
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# Prompt Enhancer
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**Transform**: Vague intent → Structured specification
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**Languages**: English + Chinese (中英文语义识别)
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## Triggers
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| Priority | Condition | Examples | Action |
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|----------|-----------|----------|--------|
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| **P1** | `-e` / `--enhance` flag | "fix auth -e", "优化性能 --enhance" | Immediate enhancement |
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| **P2** | Vague keywords | EN: fix/improve/refactor<br>CN: 修复/优化/重构/更新/改进 | Semantic analysis |
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| **P3** | Unclear references | EN: it/that/the code<br>CN: 这个/那个/它/代码 | Context extraction |
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| **P4** | Multi-module scope | >3 modules or critical systems | Dependency analysis |
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## Process (4 Steps)
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### 1. Semantic Analysis
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Identify: Intent keywords (EN/CN) → Scope (file/module/system) → Domain (auth/API/DB/UI)
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**English**: fix, improve, add, refactor, update, migrate
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**Chinese**: 修复, 优化, 添加, 重构, 更新, 迁移, 改进, 清理
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### 2. Memory Extraction
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Extract: Technical context → Current state → Dependencies → Constraints
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### 3. Integration
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Combine: Precise intent + Action steps (with files) + Critical constraints
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### 4. User Confirmation (REQUIRED)
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Use AskUserQuestion with 3 options → Execute/Review/Refine
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## Output Format
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```
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INTENT: [One-sentence technical goal]
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CONTEXT: [Session memory + domain analysis]
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ACTION:
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1. [Step with file references]
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2. [Step with file references]
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3. [...]
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ATTENTION: [Security/compatibility/testing constraints]
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```
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## Semantic Patterns (EN + CN)
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| Intent (EN/CN) | Semantic Meaning | Focus |
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|----------------|------------------|-------|
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| fix/修复 + vague target | Debug & resolve | Root cause → preserve behavior |
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| improve/优化 + no metrics | Enhance/optimize | Performance/readability |
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| add/添加 + feature | Implement feature | Integration + edge cases |
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| refactor/重构 + module | Restructure | Maintain behavior |
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| update/更新 + version | Modernize | Version compatibility |
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| clean up/清理 + area | Simplify/organize | Remove redundancy |
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### Scope Detection
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| Input Pattern | Scope | Action |
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|---------------|-------|--------|
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| "fix button", "修复按钮" | Single file | Session memory only |
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| "add auth", "添加认证" | Multi-module (>3) | Dependency analysis |
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| "improve perf", "优化性能" | System-wide | Cross-cutting concerns |
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## Workflow
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```
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Trigger → Analyze → Enhance → Confirm → Execute
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↓ ↓ ↓ ↓ ↓
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P1-4 EN/CN INTENT/ 3 opts Direct
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detect ACTION or iterate
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```
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1. **Detect**: Check triggers (P1-P4)
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2. **Analyze**: Semantic (EN/CN) + Memory extraction
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3. **Enhance**: Generate structured output
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4. **Confirm**: AskUserQuestion (Execute/Review/Refine)
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5. **Execute**: Proceed based on user choice
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## Confirmation (AskUserQuestion)
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**Question**: "已增强提示词，如何继续？/ Enhanced prompt ready. Proceed?"
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**Options**:
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1. **Execute now** / **立即执行** - Proceed immediately
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2. **Review first** / **先查看** - Show full spec before execution
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3. **Refine** / **优化需求** - Iterate with user input
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```typescript
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AskUserQuestion({
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questions: [{
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question: "I've enhanced your prompt. How would you like to proceed? (已增强提示词，如何继续？)",
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header: "Execution",
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multiSelect: false,
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options: [
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{ label: "Execute now", description: "Proceed immediately with enhanced spec" },
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{ label: "Review first", description: "Show full specification before execution" },
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{ label: "Refine", description: "Let me adjust the requirements" }
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]
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}]
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})
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```
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## Best Practices
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- ✅ Detect `-e`/`--enhance` flags first (P1)
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- ✅ Support EN + CN semantic keywords
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- ✅ Extract session memory context
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- ✅ Use INTENT/CONTEXT/ACTION/ATTENTION format
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- ✅ ALWAYS confirm with AskUserQuestion
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- ✅ Execute directly if "Execute now" selected
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- ✅ Include file references in ACTION steps
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## Examples
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**Input**: "fix auth -e" / "优化性能 --enhance"
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**Output**:
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```
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INTENT: [Clear technical goal / 明确技术目标]
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CONTEXT: [Session memory findings / 会话记忆发现]
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ACTION:
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1. [Step with files / 带文件引用的步骤]
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2. [Step with files / 带文件引用的步骤]
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ATTENTION: [Constraints / 约束条件]
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```
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**Confirm** → Execute/Review/Refine
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