--- description: "Generate structured implementation workflows from PRDs and feature requirements" category: orchestration complexity: advanced mcp-servers: [sequential, context7, magic, playwright, morphllm, serena] personas: [architect, analyzer, frontend, backend, security, devops, project-manager] --- # /sc: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 ``` /sc:workflow [prd-file|feature-description] [--strategy systematic|agile|enterprise] [--depth shallow|normal|deep] [--parallel] ``` ## Behavioral Flow 1. **Analyze**: Parse PRD and feature specifications to understand implementation requirements 2. **Plan**: Generate comprehensive workflow structure with dependency mapping and task orchestration 3. **Coordinate**: Activate multiple personas for domain expertise and implementation strategy 4. **Execute**: Create structured step-by-step workflows with automated task coordination 5. **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 ``` /sc: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 ``` /sc: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 ``` /sc: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 ``` /sc: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