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gh-dotclaude-marketplace-pl…/commands/workflows/feature-development.md
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claude-opus-4-1 Task, Read, Write, Bash(*), Glob, Grep <feature-description> [--complexity=<level>] [--learning-focus=<aspect>] [--collaboration=<mode>] Intelligent feature development with multi-expert orchestration and adaptive learning

Intelligent Feature Development Engine

Implement complete features through multi-expert collaboration with adaptive learning, structured dissent, and cognitive harmonics optimization. Transform feature development into a comprehensive learning and building experience that delivers both functionality and team capability growth.

[Extended thinking: Enhanced workflow integrates Split Team Framework for comprehensive feature analysis, Teacher Framework for skill development during implementation, and structured dissent for robust architectural decisions. Each phase includes meta-cognitive reflection and knowledge transfer opportunities.]

Intelligent Development Framework

Multi-Expert Team Assembly

Core Development Specialists:

  • Feature Architect: Overall design strategy and system integration
  • Frontend Specialist: User interface and experience implementation
  • Backend Engineer: Service logic and data management
  • Quality Assurance: Testing strategy and validation
  • Performance Optimizer: Efficiency and scalability considerations
  • Security Analyst: Protection and compliance requirements

Learning and Growth Roles:

  • Adaptive Mentor: Skill development and knowledge transfer
  • Pattern Recognition: Best practice identification and application
  • Knowledge Bridge: Cross-domain learning and connection building

Challenge and Innovation:

  • Constructive Critic: Design assumption challenging and alternative generation
  • Future-Proofing Visionary: Long-term evolution and maintainability advocacy

Development Approach Selection

Option A: Collaborative Multi-Expert Development

  • Use /orchestrate command for comprehensive team coordination
  • Integrate multiple perspectives for robust feature design
  • Include structured dissent for design validation
  • Emphasis on learning and capability building

Option B: Enhanced TDD-Driven Development

  • Use /tdd-cycle workflow with multi-expert enhancement
  • Integrate constructive challenge in test design
  • Include adaptive learning for TDD skill development
  • Meta-cognitive reflection on testing effectiveness

Option C: Learning-Focused Development

  • Use /teach_concept for skill building during implementation
  • Use /adaptive_mentor for personalized development guidance
  • Include /pattern_discovery for reusable pattern identification
  • Emphasis on transferable knowledge and capability growth

Adaptive Complexity Management

  • Simple Features: Direct implementation with basic orchestration
  • Moderate Features: Multi-expert collaboration with structured phases
  • Complex Features: Comprehensive orchestration with structured dissent
  • Learning Features: High educational focus with mentoring integration

Traditional Development Steps

  1. Backend Architecture Design

    • Use Task tool with subagent_type="backend-architect"
    • Prompt: "Design RESTful API and data model for: $ARGUMENTS. Include endpoint definitions, database schema, and service boundaries."
    • Save the API design and schema for next agents
  2. Frontend Implementation

    • Use Task tool with subagent_type="frontend-developer"
    • Prompt: "Create UI components for: $ARGUMENTS. Use the API design from backend-architect: [include API endpoints and data models from step 1]"
    • Ensure UI matches the backend API contract
  3. Test Coverage

    • Use Task tool with subagent_type="test-automator"
    • Prompt: "Write comprehensive tests for: $ARGUMENTS. Cover both backend API endpoints: [from step 1] and frontend components: [from step 2]"
    • Include unit, integration, and e2e tests
  4. Production Deployment

    • Use Task tool with subagent_type="deployment-engineer"
    • Prompt: "Prepare production deployment for: $ARGUMENTS. Include CI/CD pipeline, containerization, and monitoring for the implemented feature."
    • Ensure all components from previous steps are deployment-ready

TDD Development Steps

When using TDD mode, the sequence changes to:

  1. Test-First Backend Design

    • Use Task tool with subagent_type="tdd-orchestrator"
    • Prompt: "Design and write failing tests for backend API: $ARGUMENTS. Define test cases before implementation."
    • Create comprehensive test suite for API endpoints
  2. Test-First Frontend Design

    • Use Task tool with subagent_type="tdd-orchestrator"
    • Prompt: "Write failing tests for frontend components: $ARGUMENTS. Include unit and integration tests."
    • Define expected UI behavior through tests
  3. Incremental Implementation

    • Use Task tool with subagent_type="tdd-orchestrator"
    • Prompt: "Implement features to pass tests for: $ARGUMENTS. Follow strict red-green-refactor cycles."
    • Build features incrementally, guided by tests
  4. Refactoring & Optimization

    • Use Task tool with subagent_type="tdd-orchestrator"
    • Prompt: "Refactor implementation while maintaining green tests: $ARGUMENTS. Optimize for maintainability."
    • Improve code quality with test safety net
  5. Production Deployment

    • Use Task tool with subagent_type="deployment-engineer"
    • Prompt: "Deploy TDD-developed feature: $ARGUMENTS. Verify all tests pass in CI/CD pipeline."
    • Ensure test suite runs in deployment pipeline

Execution Parameters

  • --tdd: Enable TDD mode (uses tdd-orchestrator agent)
  • --strict-tdd: Enforce strict red-green-refactor cycles
  • --test-coverage-min: Set minimum test coverage threshold (default: 80%)
  • --tdd-cycle: Use dedicated tdd-cycle workflow for granular control

Aggregate results from all agents and present a unified implementation plan.

Feature description: $ARGUMENTS