sc-workflow

Implementation Workflow Generator

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Install skill "sc-workflow" with this command: npx skills add htlin222/dotfiles/htlin222-dotfiles-sc-workflow

Implementation Workflow Generator

Analyze Product Requirements Documents (PRDs) and feature specifications to generate comprehensive, step-by-step implementation workflows with expert guidance, dependency mapping, and automated task orchestration.

When to use

  • Planning feature implementation from PRDs

  • Creating development roadmaps

  • Breaking down complex features into tasks

  • Generating sprint plans

  • Coordinating multi-team implementation efforts

Instructions

Usage

/sc:workflow [prd-file|feature-description] [--persona expert] [--c7] [--sequential] [--strategy systematic|agile|mvp] [--output roadmap|tasks|detailed]

Arguments

  • prd-file|feature-description

  • Path to PRD file or direct feature description

  • --persona

  • Force specific expert persona (architect, frontend, backend, security, devops, etc.)

  • --strategy

  • Workflow strategy (systematic, agile, mvp)

  • --output

  • Output format (roadmap, tasks, detailed)

  • --estimate

  • Include time and complexity estimates

  • --dependencies

  • Map external dependencies and integrations

  • --risks

  • Include risk assessment and mitigation strategies

  • --parallel

  • Identify parallelizable work streams

  • --milestones

  • Create milestone-based project phases

MCP Integration Flags

  • --c7 / --context7

  • Enable Context7 for framework patterns and best practices

  • --sequential

  • Enable Sequential thinking for complex multi-step analysis

  • --magic

  • Enable Magic for UI component workflow planning

  • --all-mcp

  • Enable all MCP servers for comprehensive workflow generation

Workflow Strategies

Systematic Strategy (Default)

  • Requirements Analysis - Deep dive into PRD structure and acceptance criteria

  • Architecture Planning - System design and component architecture

  • Dependency Mapping - Identify all internal and external dependencies

  • Implementation Phases - Sequential phases with clear deliverables

  • Testing Strategy - Comprehensive testing approach at each phase

  • Deployment Planning - Production rollout and monitoring strategy

Agile Strategy

  • Epic Breakdown - Convert PRD into user stories and epics

  • Sprint Planning - Organize work into iterative sprints

  • MVP Definition - Identify minimum viable product scope

  • Iterative Development - Plan for continuous delivery and feedback

  • Stakeholder Engagement - Regular review and adjustment cycles

  • Retrospective Planning - Built-in improvement and learning cycles

MVP Strategy

  • Core Feature Identification - Strip down to essential functionality

  • Rapid Prototyping - Focus on quick validation and feedback

  • Technical Debt Planning - Identify shortcuts and future improvements

  • Validation Metrics - Define success criteria and measurement

  • Scaling Roadmap - Plan for post-MVP feature expansion

  • User Feedback Integration - Structured approach to user input

Expert Persona Auto-Activation

Frontend Workflow (--persona frontend or auto-detected)

  • UI/UX Analysis - Design system integration and component planning

  • State Management - Data flow and state architecture

  • Performance Optimization - Bundle optimization and lazy loading

  • Accessibility Compliance - WCAG guidelines and inclusive design

  • Browser Compatibility - Cross-browser testing strategy

  • Mobile Responsiveness - Responsive design implementation plan

Backend Workflow (--persona backend or auto-detected)

  • API Design - RESTful/GraphQL endpoint planning

  • Database Schema - Data modeling and migration strategy

  • Security Implementation - Authentication, authorization, and data protection

  • Performance Scaling - Caching, optimization, and load handling

  • Service Integration - Third-party APIs and microservices

  • Monitoring & Logging - Observability and debugging infrastructure

Architecture Workflow (--persona architect or auto-detected)

  • System Design - High-level architecture and service boundaries

  • Technology Stack - Framework and tool selection rationale

  • Scalability Planning - Growth considerations and bottleneck prevention

  • Security Architecture - Comprehensive security strategy

  • Integration Patterns - Service communication and data flow

  • DevOps Strategy - CI/CD pipeline and infrastructure as code

Security Workflow (--persona security or auto-detected)

  • Threat Modeling - Security risk assessment and attack vectors

  • Data Protection - Encryption, privacy, and compliance requirements

  • Authentication Strategy - User identity and access management

  • Security Testing - Penetration testing and vulnerability assessment

  • Compliance Validation - Regulatory requirements (GDPR, HIPAA, etc.)

  • Incident Response - Security monitoring and breach protocols

DevOps Workflow (--persona devops or auto-detected)

  • Infrastructure Planning - Cloud architecture and resource allocation

  • CI/CD Pipeline - Automated testing, building, and deployment

  • Environment Management - Development, staging, and production environments

  • Monitoring Strategy - Application and infrastructure monitoring

  • Backup & Recovery - Data protection and disaster recovery planning

  • Performance Monitoring - APM tools and performance optimization

Output Formats

Roadmap Format (--output roadmap )

Feature Implementation Roadmap

Phase 1: Foundation (Week 1-2)

  • Architecture design and technology selection
  • Database schema design and setup
  • Basic project structure and CI/CD pipeline

Phase 2: Core Implementation (Week 3-6)

  • API development and authentication
  • Frontend components and user interface
  • Integration testing and security validation

Phase 3: Enhancement & Launch (Week 7-8)

  • Performance optimization and load testing
  • User acceptance testing and bug fixes
  • Production deployment and monitoring setup

Tasks Format (--output tasks )

Implementation Tasks

Epic: User Authentication System

Story: User Registration

  • Design registration form UI components
  • Implement backend registration API
  • Add email verification workflow
  • Create user onboarding flow

Story: User Login

  • Design login interface
  • Implement JWT authentication
  • Add password reset functionality
  • Set up session management

Detailed Format (--output detailed )

Detailed Implementation Workflow

Task: Implement User Registration API

Persona: Backend Developer Estimated Time: 8 hours Dependencies: Database schema, authentication service MCP Context: Express.js patterns, security best practices

Implementation Steps:

  1. Setup API endpoint (1 hour)

    • Create POST /api/register route
    • Add input validation middleware
  2. Database integration (2 hours)

    • Implement user model
    • Add password hashing
  3. Security measures (3 hours)

    • Rate limiting implementation
    • Input sanitization
    • SQL injection prevention
  4. Testing (2 hours)

    • Unit tests for registration logic
    • Integration tests for API endpoint

Acceptance Criteria:

  • User can register with email and password
  • Passwords are properly hashed
  • Email validation is enforced
  • Rate limiting prevents abuse

Advanced Features

Dependency Analysis

  • Internal Dependencies - Identify coupling between components and features

  • External Dependencies - Map third-party services and APIs

  • Technical Dependencies - Framework versions, database requirements

  • Team Dependencies - Cross-team coordination requirements

  • Infrastructure Dependencies - Cloud services, deployment requirements

Risk Assessment & Mitigation

  • Technical Risks - Complexity, performance, and scalability concerns

  • Timeline Risks - Dependency bottlenecks and resource constraints

  • Security Risks - Data protection and compliance vulnerabilities

  • Business Risks - Market changes and requirement evolution

  • Mitigation Strategies - Fallback plans and alternative approaches

Parallel Work Stream Identification

  • Independent Components - Features that can be developed simultaneously

  • Shared Dependencies - Common components requiring coordination

  • Critical Path Analysis - Bottlenecks that block other work

  • Resource Allocation - Team capacity and skill distribution

  • Communication Protocols - Coordination between parallel streams

Integration with SuperClaude Ecosystem

TodoWrite Integration

  • Automatically creates session tasks for immediate next steps

  • Provides progress tracking throughout workflow execution

  • Links workflow phases to actionable development tasks

Task Command Integration

  • Converts workflow into hierarchical project tasks (/sc:task )

  • Enables cross-session persistence and progress tracking

  • Supports complex orchestration with /sc:spawn

Implementation Command Integration

  • Seamlessly connects to /sc:implement for feature development

  • Provides context-aware implementation guidance

  • Auto-activates appropriate personas for each workflow phase

Analysis Command Integration

  • Leverages /sc:analyze for codebase assessment

  • Integrates existing code patterns into workflow planning

  • Identifies refactoring opportunities and technical debt

Usage Examples

Generate Workflow from PRD File

/sc:workflow docs/feature-100-prd.md --strategy systematic --c7 --sequential --estimate

Create Frontend-Focused Workflow

/sc:workflow "User dashboard with real-time analytics" --persona frontend --magic --output detailed

MVP Planning with Risk Assessment

/sc:workflow user-authentication-system --strategy mvp --risks --parallel --milestones

Backend API Workflow with Dependencies

/sc:workflow payment-processing-api --persona backend --dependencies --c7 --output tasks

Full-Stack Feature Workflow

/sc:workflow social-media-integration --all-mcp --sequential --parallel --estimate --output roadmap

Quality Gates and Validation

Workflow Completeness Check

  • Requirements Coverage - Ensure all PRD requirements are addressed

  • Acceptance Criteria - Validate testable success criteria

  • Technical Feasibility - Assess implementation complexity and risks

  • Resource Alignment - Match workflow to team capabilities and timeline

Best Practices Validation

  • Architecture Patterns - Ensure adherence to established patterns

  • Security Standards - Validate security considerations at each phase

  • Performance Requirements - Include performance targets and monitoring

  • Maintainability - Plan for long-term code maintenance and updates

Stakeholder Alignment

  • Business Requirements - Ensure business value is clearly defined

  • Technical Requirements - Validate technical specifications and constraints

  • Timeline Expectations - Realistic estimation and milestone planning

  • Success Metrics - Define measurable outcomes and KPIs

Performance Optimization

Workflow Generation Speed

  • PRD Parsing - Efficient document analysis and requirement extraction

  • Pattern Recognition - Rapid identification of common implementation patterns

  • Template Application - Reusable workflow templates for common scenarios

  • Incremental Generation - Progressive workflow refinement and optimization

Context Management

  • Memory Efficiency - Optimal context usage for large PRDs

  • Caching Strategy - Reuse analysis results across similar workflows

  • Progressive Loading - Load workflow details on-demand

  • Compression - Efficient storage and retrieval of workflow data

Success Metrics

Workflow Quality

  • Implementation Success Rate - >90% successful feature completion following workflows

  • Timeline Accuracy - <20% variance from estimated timelines

  • Requirement Coverage - 100% PRD requirement mapping to workflow tasks

  • Stakeholder Satisfaction - >85% satisfaction with workflow clarity and completeness

Performance Targets

  • Workflow Generation - <30 seconds for standard PRDs

  • Dependency Analysis - <60 seconds for complex systems

  • Risk Assessment - <45 seconds for comprehensive evaluation

  • Context Integration - <10 seconds for MCP server coordination

Claude Code Integration

  • Multi-Tool Orchestration - Coordinates Read, Write, Edit, Glob, Grep for comprehensive analysis

  • Progressive Task Creation - Uses TodoWrite for immediate next steps and Task for long-term planning

  • MCP Server Coordination - Intelligent routing to Context7, Sequential, and Magic based on workflow needs

  • Cross-Command Integration - Seamless handoff to implement, analyze, design, and other SuperClaude commands

  • Evidence-Based Planning - Maintains audit trail of decisions and rationale throughout workflow generation

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