mirror of
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359 lines
12 KiB
Markdown
359 lines
12 KiB
Markdown
# Claude Code Multi-Agent Workflow System
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[](https://opensource.org/licenses/MIT)
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[](https://claude.ai/code)
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> Transform your development workflow from manual command chains to automated expert teams with 95% quality assurance.
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## 🚀 From Manual Commands to Automated Workflows
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**Before**: Manual command chains requiring constant oversight
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```bash
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/ask → /code → /test → /review → /optimize
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# 1-2 hours of manual orchestration, context pollution, quality uncertainty
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```
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**After**: One-command automated expert workflows
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```bash
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/requirements-pilot "Implement JWT user authentication system"
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# 30 minutes of automated execution, 90% quality gates, zero manual intervention
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```
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## 🎯 Core Value Proposition
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This repository provides a **meta-framework for Claude Code** that implements:
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- **🤖 Multi-Agent Orchestration**: Specialized AI teams working in parallel
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- **⚡ Quality Gate Automation**: 95% threshold with automatic optimization loops
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- **🔄 Workflow Automation**: From requirements to production-ready code
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- **📊 Context Isolation**: Each agent maintains focused expertise without pollution
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## 📋 Two Primary Usage Patterns
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### 1. 🏭 Requirements-Driven Workflow (Automated Expert Teams)
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**Architecture**: Requirements-focused workflow with quality gates
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```
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requirements-generate → requirements-code → requirements-review → (≥90%?) → requirements-testing
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↑ ↓ (<90%)
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←←←←←← Automatic optimization loop ←←←←←←
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```
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**Usage**:
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```bash
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# Complete development workflow in one command
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/requirements-pilot "Build user management system with RBAC"
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# Advanced multi-stage workflow
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First use requirements-generate, then requirements-code, then requirements-review,
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then if score ≥90% use requirements-testing
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```
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**Quality Scoring** (Total 100%):
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- Functionality (40%)
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- Integration (25%)
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- Code Quality (20%)
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- Performance (15%)
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### 2. 🎛️ Custom Commands (Manual Orchestration)
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**Architecture**: Individual slash commands for targeted expertise
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```bash
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/ask # Technical consultation and architecture guidance
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/code # Feature implementation with constraints
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/debug # Systematic problem analysis using UltraThink
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/test # Comprehensive testing strategy
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/review # Multi-dimensional code validation
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/optimize # Performance optimization coordination
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/bugfix # Bug resolution workflows
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/refactor # Code refactoring coordination
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/docs # Documentation generation
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/think # Advanced thinking and analysis
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```
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**Progression Example**:
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```bash
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# Step-by-step development with manual control
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/ask "Help me understand microservices architecture requirements"
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/code "Implement gateway with rate limiting"
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/test "Create load testing suite"
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/review "Validate security and performance"
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/optimize "Enhance performance for production"
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```
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## 🚀 Quick Start
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### 1. Setup Configuration
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Clone or copy the configuration structure:
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```bash
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# Your project directory
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├── commands/ # 11 specialized slash commands
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├── agents/ # 9 expert agent configurations
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└── CLAUDE.md # Project-specific guidelines
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```
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### 2. Basic Usage
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**Complete Feature Development**:
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```bash
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/requirements-pilot "Implement OAuth2 authentication with refresh tokens"
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```
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**BMAD Pilot (product → architecture → sprint → dev → QA with approval gates)**:
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```bash
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/bmad-pilot "Add Kanban module with role-based permissions and mobile support"
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# Options: --skip-tests | --direct-dev | --skip-scan
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```
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**Manual Development Flow**:
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```bash
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/ask "Design principles for scalable microservices"
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/code "Implement OAuth2 with security best practices"
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/test "Create comprehensive test suite"
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/review "Validate implementation quality"
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```
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### 3. Expected Outputs
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**Automated Workflow Results**:
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- ✅ Requirements confirmation with 90+ quality score
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- ✅ Implementation-ready technical specifications
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- ✅ Production-ready code with best practices
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- ✅ Comprehensive test suite (unit + integration + functional)
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- ✅ 90%+ quality validation score
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## 🏗️ Architecture Overview
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### Core Components
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#### **Commands Directory** (`/commands/`)
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- **Consultation**: `/ask` - Architecture guidance (no code changes)
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- **Implementation**: `/code` - Feature development with constraints
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- **Quality Assurance**: `/test`, `/review`, `/debug`
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- **Optimization**: `/optimize`, `/refactor`
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- **Bug Resolution**: `/bugfix` - Systematic bug fixing workflows
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- **Documentation**: `/docs` - Documentation generation
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- **Analysis**: `/think` - Advanced thinking and analysis
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- **Requirements**: `/requirements-pilot` - Complete requirements-driven workflow
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- **BMAD Pilot**: `/bmad-pilot` - Multi-agent, quality-gated workflow (PO → Architect → SM → Dev → QA)
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#### **Agents Directory** (`/agents/`)
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- **requirements-generate**: Technical specification generation optimized for code generation
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- **requirements-code**: Direct implementation agent with minimal architectural overhead
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- **requirements-review**: Pragmatic code review focused on functionality and maintainability
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- **requirements-testing**: Practical testing agent focused on functional validation
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- **bugfix**: Bug resolution specialist for analyzing and fixing software defects
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- **bugfix-verify**: Fix validation specialist for objective assessment
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- **code**: Development coordinator for direct implementation
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- **debug**: UltraThink systematic problem analysis
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- **optimize**: Performance optimization coordination
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### Multi-Agent Coordination System
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**4 Core Specialists**:
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1. **Requirements Generator** - Implementation-ready technical specifications
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2. **Code Implementer** - Direct, pragmatic code implementation
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3. **Quality Reviewer** - Practical quality review with scoring
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4. **Test Coordinator** - Functional validation and testing
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**Key Features**:
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- **Implementation-First Approach**: Direct technical specs for code generation
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- **Quality Gates**: 90% threshold for automatic progression
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- **Iterative Improvement**: Automatic optimization loops
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- **Practical Focus**: Working solutions over architectural perfection
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## 📚 Workflow Examples
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### Enterprise User Authentication System
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**Input**:
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```bash
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/requirements-pilot "Enterprise JWT authentication with RBAC, supporting 500 concurrent users, integrated with existing LDAP"
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```
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**Automated Process**:
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1. **Requirements Confirmation** (Quality: 92/100) - Interactive clarification
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- Functional clarity, technical specificity, implementation completeness
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- **Decision**: ≥90%, proceed with implementation
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2. **Round 1** (Quality: 83/100) - Basic implementation
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- Issues: Error handling incomplete, integration concerns
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- **Decision**: <90%, restart with improvements
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3. **Round 2** (Quality: 93/100) - Production ready
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- **Decision**: ≥90%, proceed to functional testing
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**Final Deliverables**:
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- Requirements confirmation with quality assessment
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- Implementation-ready technical specifications
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- Pragmatic JWT implementation with RBAC
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- LDAP integration with proper error handling
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- Functional test suite focusing on critical paths
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### API Gateway Development
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**Input**:
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```bash
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/ask "Design considerations for high-performance API gateway"
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# (Interactive consultation phase)
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/code "Implement microservices API gateway with rate limiting and circuit breakers"
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# (Implementation phase)
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/test "Create comprehensive test suite for gateway"
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# (Testing phase)
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```
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**Results**:
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- Architectural consultation on performance patterns
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- Detailed specifications with load balancing strategy
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- Production-ready implementation with monitoring
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## 🔧 Advanced Usage Patterns
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### Custom Workflow Composition
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```bash
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# Debug → Fix → Validate workflow
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First use debug to analyze [performance issue],
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then use code to implement fixes,
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then use review to ensure quality
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# Complete development + optimization pipeline
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First use requirements-pilot for [feature development],
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then use review for quality validation,
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then if score ≥95% use test for comprehensive testing,
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finally use optimize for production readiness
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```
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### Quality-Driven Development
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```bash
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# Iterative quality improvement
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First use review to score [existing code],
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then if score <95% use code to improve based on feedback,
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repeat until quality threshold achieved
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```
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## 🎯 Benefits & Impact
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| Dimension | Manual Commands | Sub-Agent Workflows |
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|-----------|----------------|-------------------|
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| **Complexity** | Manual trigger for each step | One-command full pipeline |
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| **Quality** | Subjective assessment | 90% objective scoring |
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| **Context** | Pollution, requires /clear | Isolated, no pollution |
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| **Expertise** | AI role switching | Focused specialists |
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| **Error Handling** | Manual discovery/fix | Automatic optimization |
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| **Time Investment** | 1-2 hours manual work | 30 minutes automated |
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## 🔮 Key Innovations
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### 1. **Specialist Depth Over Generalist Breadth**
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Each agent focuses on their domain expertise in independent contexts, avoiding the quality degradation of role-switching.
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### 2. **Intelligent Quality Gates**
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90% objective scoring with automatic decision-making for workflow progression or optimization loops.
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### 3. **Complete Automation**
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One command triggers end-to-end development workflow with minimal human intervention.
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### 4. **Continuous Improvement**
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Quality feedback drives automatic specification refinement, creating intelligent improvement cycles.
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## 🛠️ Configuration
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### Setting Up Sub-Agents
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1. **Create Agent Configurations**: Copy agent files to your Claude Code configuration
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2. **Configure Commands**: Set up workflow trigger commands
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3. **Customize Quality Gates**: Adjust scoring thresholds if needed
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### Workflow Customization
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```bash
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# Custom workflow with specific quality requirements
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First use requirements-pilot with [strict security requirements and performance constraints],
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then use review to validate with [90% minimum threshold],
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continue optimization until threshold met
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```
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## 📖 Command Reference
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### Requirements Workflow
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- `/requirements-pilot` - Complete requirements-driven development workflow
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- Interactive requirements confirmation → technical specifications → implementation → testing
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### Development Commands
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- `/ask` - Architecture consultation (no code changes)
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- `/code` - Feature implementation with constraints
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- `/debug` - Systematic problem analysis
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- `/test` - Comprehensive testing strategy
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- `/review` - Multi-dimensional code validation
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### Optimization Commands
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- `/optimize` - Performance optimization coordination
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- `/refactor` - Code refactoring with quality gates
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### Additional Commands
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- `/bugfix` - Bug resolution workflows
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- `/docs` - Documentation generation
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- `/think` - Advanced thinking and analysis
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## 🤝 Contributing
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This is a Claude Code configuration framework. Contributions welcome:
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1. **New Agent Configurations**: Specialized experts for specific domains
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2. **Workflow Patterns**: New automation sequences
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3. **Quality Metrics**: Enhanced scoring dimensions
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4. **Command Extensions**: Additional development phase coverage
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## 📄 License
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MIT License - see [LICENSE](LICENSE) file for details.
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## 🙋 Support
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- **Documentation**: Check `/commands/` and `/agents/` for detailed specifications
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- **Issues**: Use GitHub issues for bug reports and feature requests
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- **Discussions**: Share workflow patterns and customizations
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---
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## 🎉 Getting Started
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Ready to transform your development workflow? Start with:
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```bash
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/requirements-pilot "Your first feature description here"
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```
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Watch as your one-line request becomes a complete, tested, production-ready implementation with 90% quality assurance.
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**Remember**: Professional software comes from professional processes. Requirements-driven workflows give you a tireless, always-expert virtual development team.
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*Let specialized AI do specialized work - development becomes elegant and efficient.*
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### BMAD Pilot: Product → Architecture → Sprint → Dev → QA
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**Input**:
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```bash
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/bmad-pilot "Enterprise-grade user management with RBAC and audit logs"
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```
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**Phases**:
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- PO: Interactive PRD with ≥90 score and approval
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- Architect: Technical design with ≥90 score and approval
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- SM: Sprint plan (or skip with --direct-dev)
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- Dev: Implementation based on documents
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- QA: Tests based on documents and implementation (skip with --skip-tests)
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**Artifacts** (saved per feature):
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```
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.claude/specs/{feature_name}/
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00-repo-scan.md
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01-product-requirements.md
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02-system-architecture.md
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03-sprint-plan.md
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```
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