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- Update description: focus on intelligent analysis and session memory - Simplify trigger mechanism to only -e/--enhance flags - Condense internal analysis section to single concise statement - Remove verbose semantic analysis details for cleaner documentation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
99 lines
3.2 KiB
Markdown
99 lines
3.2 KiB
Markdown
---
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name: Prompt Enhancer
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description: Transform vague prompts into actionable specs using intelligent analysis and session memory. Trigger with -e/--enhance flags.
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allowed-tools: (none)
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---
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# Prompt Enhancer
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**Transform**: Vague intent → Structured specification (Memory-based, Direct Output)
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**Languages**: English + Chinese (中英文语义识别)
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## Process (Internal → Direct Output)
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**Internal Analysis**: Intelligently extract session context, identify tech stack, and structure into actionable format.
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**Output**: Direct structured prompt (no intermediate steps shown)
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## Output Format
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```
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📋 ENHANCED PROMPT
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INTENT: [One-sentence technical goal with tech stack / 明确技术目标含技术栈]
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TECH STACK: [Relevant technologies from memory / 相关技术栈]
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- [Framework/Library: Purpose]
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CONTEXT: [Session memory findings / 会话记忆发现]
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- [Key context point 1]
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- [Key context point 2]
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- [Design patterns/constraints from session]
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ACTION:
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1. [Concrete step with technical details / 具体步骤含技术细节]
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2. [Concrete step with technical details]
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3. [Testing/validation step]
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ATTENTION: [Critical constraints / 关键约束]
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- [Security/compatibility/performance concerns]
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- [Design pattern requirements]
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```
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## Workflow
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```
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Trigger → Internal Analysis → Direct Output
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↓ ↓ ↓
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P1-4 Semantic+Memory Enhanced Prompt
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(3 dimensions) (Structured)
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```
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1. **Detect**: Check triggers (P1-P4)
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2. **Internal Analysis**:
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- Semantic (EN/CN) intent analysis
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- Memory extraction (tech stack, patterns, constraints)
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- Enhancement (structure + supplement + clarify)
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3. **Output**: Present enhanced structured prompt directly
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## Enhancement Checklist (Internal)
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**Structure**:
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- [ ] INTENT: Clear, one-sentence technical goal
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- [ ] TECH STACK: Relevant technologies from session
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- [ ] CONTEXT: Key session findings and constraints
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- [ ] ACTION: Concrete steps with technical details
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- [ ] ATTENTION: Critical constraints and patterns
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**Supplement**:
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- [ ] Add tech stack/frameworks mentioned in session
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- [ ] Include design patterns if relevant
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- [ ] Add testing/validation requirements
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- [ ] Specify performance metrics if applicable
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**Clarify**:
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- [ ] Make vague intent explicit
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- [ ] Resolve ambiguous references (it/that/这个/那个)
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- [ ] Expand multi-module scope with dependencies
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- [ ] Add missing context from memory
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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 **memory context ONLY** (no file reading)
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- ✅ Add tech stack, design patterns, testing requirements
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- ✅ Direct output (no intermediate steps)
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- ✅ Use INTENT/TECH STACK/CONTEXT/ACTION/ATTENTION format
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- ❌ NO tool calls (AskUserQuestion removed)
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- ❌ NO Bash, Read, Glob, Grep operations
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- ❌ NO file analysis or codebase scanning
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## Key Changes
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1. **Removed all tools** - Pure analysis and output
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2. **Removed user confirmation** - Direct output for speed
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3. **Added tech stack section** - Supplement with technologies
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4. **Enhanced internal analysis** - 3 dimensions (structure + supplement + clarify)
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5. **Focus on memory** - Session context only, no file reading
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