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93 lines
2.9 KiB
Markdown
93 lines
2.9 KiB
Markdown
---
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name: enhance-prompt
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description: Enhanced prompt transformation using session memory and intent analysis with --enhance flag detection
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argument-hint: "user input to enhance"
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---
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## Overview
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Systematically enhances user prompts by leveraging session memory context and intent analysis, translating ambiguous requests into actionable specifications.
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## Core Protocol
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**Enhancement Pipeline:**
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`Intent Translation` → `Context Integration` → `Structured Output`
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**Context Sources:**
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- Session memory (conversation history, previous analysis)
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- Implicit technical requirements
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- User intent patterns
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## Enhancement Rules
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### Intent Translation
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| User Says | Translate To | Focus |
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|-----------|--------------|-------|
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| "fix" | Debug and resolve | Root cause → preserve behavior |
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| "improve" | Enhance/optimize | Performance/readability |
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| "add" | Implement feature | Integration + edge cases |
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| "refactor" | Restructure quality | Maintain behavior |
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| "update" | Modernize | Version compatibility |
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### Context Integration Strategy
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**Session Memory:**
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- Reference recent conversation context
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- Reuse previously identified patterns
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- Build on established understanding
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- Infer technical requirements from discussion
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**Example:**
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```bash
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# User: "add login"
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# Session Memory: Previous auth discussion, JWT mentioned
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# Inferred: JWT-based auth, integrate with existing session management
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# Action: Implement JWT authentication with session persistence
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```
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## Output Structure
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```bash
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INTENT: [Clear technical goal]
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CONTEXT: [Session memory + codebase patterns]
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ACTION: [Specific implementation steps]
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ATTENTION: [Critical constraints]
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```
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### Output Examples
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**Example 1:**
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```bash
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# Input: "fix login button"
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INTENT: Debug non-functional login button
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CONTEXT: From session - OAuth flow discussed, known state issue
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ACTION: Check event binding → verify state updates → test auth flow
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ATTENTION: Preserve existing OAuth integration
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```
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**Example 2:**
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```bash
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# Input: "refactor payment code"
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INTENT: Restructure payment module for maintainability
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CONTEXT: Session memory - PCI compliance requirements, Stripe integration patterns
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ACTION: Extract reusable validators → isolate payment gateway logic → maintain adapter pattern
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ATTENTION: Zero behavior change, maintain PCI compliance, full test coverage
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```
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## Enhancement Triggers
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- Ambiguous language: "fix", "improve", "clean up"
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- Vague requests requiring clarification
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- Complex technical requirements
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- Architecture changes
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- Critical systems: auth, payment, security
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- Multi-step refactoring
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## Key Principles
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1. **Session Memory First**: Leverage conversation context and established understanding
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2. **Context Reuse**: Build on previous discussions and decisions
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3. **Clear Output**: Structured, actionable specifications
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4. **Intent Clarification**: Transform vague requests into specific technical goals
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5. **Avoid Duplication**: Reference existing context, don't repeat |