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2025-11-30 08:58:42 +08:00

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description, category, complexity, mcp-servers, personas
description category complexity mcp-servers personas
Generate structured implementation workflows from PRDs and feature requirements orchestration advanced
sequential
context7
magic
playwright
morphllm
serena
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