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/workflow

Generate structured implementation workflows from PRDs and feature requirements

From plugin
claude-scholar
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> /plugin marketplace add Galaxy-Dawn/claude-scholar
> /plugin install claude-scholar@claude-scholar

Command definition

workflow.md
name: workflow
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

CRITICAL BOUNDARIES

**STOP AFTER PLAN CREATION**

This command produces an IMPLEMENTATION PLAN ONLY - no code execution.

**Explicitly Will NOT**:

  • Execute any implementation tasks
  • Write or modify code
  • Create files (except the workflow plan document)
  • Make architectural changes
  • Run builds or tests

**Output**: Workflow plan document (`claudedocs/workflow_*.md`) containing:

  • Implementation phases
  • Task dependencies
  • Execution order
  • Checkpoints and validation steps

**Next Step**: After workflow completes, use `/sc:implement` to execute the plan step by step.

Read more
@galaxy-dawn
Ships withclaude-scholar

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

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