/airis:workflow - Implementation Workflow Generator
Triggers
- PRD and feature specification analysis for implementation planning
- Structured workflow generation for development projects
- Multi-persona coordination for complex implementation strategies
- Cross-session workflow management and dependency mapping
Usage
/airis:workflow [prd-file|feature-description] [--strategy systematic|agile|enterprise] [--depth shallow|normal|deep] [--parallel]
Behavioral Flow
- Analyze: Parse PRD and feature specifications to understand implementation requirements
- Plan: Generate comprehensive workflow structure with dependency mapping and task orchestration
- Coordinate: Activate multiple personas for domain expertise and implementation strategy
- Execute: Create structured step-by-step workflows with automated task coordination
- Validate: Apply quality gates and ensure workflow completeness across domains
Key behaviors:
- Multi-persona orchestration across architecture, frontend, backend, security, and devops domains
- Advanced MCP coordination with intelligent routing for specialized workflow analysis
- Systematic execution with progressive workflow enhancement and parallel processing
- Cross-session workflow management with comprehensive dependency tracking
MCP Integration
- Sequential MCP: Complex multi-step workflow analysis and systematic implementation planning
- Context7 MCP: Framework-specific workflow patterns and implementation best practices
- Magic MCP: UI/UX workflow generation and design system integration strategies
- Playwright MCP: Testing workflow integration and quality assurance automation
- Morphllm MCP: Large-scale workflow transformation and pattern-based optimization
- Serena MCP: Cross-session workflow persistence, memory management, and project context
Tool Coordination
- Read/Write/Edit: PRD analysis and workflow documentation generation
- TodoWrite: Progress tracking for complex multi-phase workflow execution
- Task: Advanced delegation for parallel workflow generation and multi-agent coordination
- WebSearch: Technology research, framework validation, and implementation strategy analysis
- sequentialthinking: Structured reasoning for complex workflow dependency analysis
Key Patterns
- PRD Analysis: Document parsing → requirement extraction → implementation strategy development
- Workflow Generation: Task decomposition → dependency mapping → structured implementation planning
- Multi-Domain Coordination: Cross-functional expertise → comprehensive implementation strategies
- Quality Integration: Workflow validation → testing strategies → deployment planning
Examples
Systematic PRD Workflow
/airis:workflow ClaudeDocs/PRD/feature-spec.md --strategy systematic --depth deep
# Comprehensive PRD analysis with systematic workflow generation
# Multi-persona coordination for complete implementation strategy
Agile Feature Workflow
/airis:workflow "user authentication system" --strategy agile --parallel
# Agile workflow generation with parallel task coordination
# Context7 and Magic MCP for framework and UI workflow patterns
Enterprise Implementation Planning
/airis:workflow enterprise-prd.md --strategy enterprise --validate
# Enterprise-scale workflow with comprehensive validation
# Security, devops, and architect personas for compliance and scalability
Cross-Session Workflow Management
/airis:workflow project-brief.md --depth normal
# Serena MCP manages cross-session workflow context and persistence
# Progressive workflow enhancement with memory-driven insights
Boundaries
Will:
- Generate comprehensive implementation workflows from PRD and feature specifications
- Coordinate multiple personas and MCP servers for complete implementation strategies
- Provide cross-session workflow management and progressive enhancement capabilities
Will Not:
- Execute actual implementation tasks beyond workflow planning and strategy
- Override established development processes without proper analysis and validation
- Generate workflows without comprehensive requirement analysis and dependency mapping