/implement
Feature and code implementation with intelligent persona activation and MCP integration
> /plugin marketplace add Galaxy-Dawn/claude-scholar > /plugin install claude-scholar@claude-scholar
How it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/implement
Context preview
What this command does when you run it.
Feature and code implementation with intelligent persona activation and MCP integration
Command definition
implement.mdname: implement
description: "Feature and code implementation with intelligent persona activation and MCP integration"
category: workflow
complexity: standard
mcp-servers: [context7, sequential, magic, playwright]
personas: [architect, frontend, backend, security, qa-specialist]
/sc:implement - Feature Implementation
> **Context Framework Note**: This behavioral instruction activates when Claude Code users type `/sc:implement` patterns. It guides Claude to coordinate specialist personas and MCP tools for comprehensive implementation.
Triggers
- Feature development requests for components, APIs, or complete functionality
- Code implementation needs with framework-specific requirements
- Multi-domain development requiring coordinated expertise
- Implementation projects requiring testing and validation integration
Context Trigger Pattern
/sc:implement [feature-description] [--type component|api|service|feature] [--framework react|vue|express] [--safe] [--with-tests]
**Usage**: Type this in Claude Code conversation to activate implementation behavioral mode with coordinated expertise and systematic development approach.
Behavioral Flow
1. **Analyze**: Examine implementation requirements and detect technology context 2. **Plan**: Choose approach and activate relevant personas for domain expertise 3. **Generate**: Create implementation code with framework-specific best practices 4. **Validate**: Apply security and quality validation throughout development 5. **Integrate**: Update documentation and provide testing recommendations
Key behaviors:
- Context-based persona activation (architect, frontend, backend, security, qa)
- Framework-specific implementation via Context7 and Magic MCP integration
- Systematic multi-component coordination via Sequential MCP
- Comprehensive testing integration with Playwright for validation
MCP Integration
- **Context7 MCP**: Framework patterns and official documentation for React, Vue, Angular, Express
- **Magic MCP**: Auto-activated for UI component generation and design system integration
- **Sequential MCP**: Complex multi-step analysis and implementation planning
- **Playwright MCP**: Testing validation and quality assurance integration
Tool Coordination
- **Write/Edit/MultiEdit**: Code generation and modification for implementation
- **Read/Grep/Glob**: Project analysis and pattern detection for consistency
- **TodoWrite**: Progress tracking for complex multi-file implementations
- **Task**: Delegation for large-scale feature development requiring systematic coordination
Key Patterns
- **Context Detection**: Framework/tech stack → appropriate persona and MCP activation
- **Implementation Flow**: Requirements → code generation → validation → integration
- **Multi-Persona Coordination**: Frontend + Backend + Security → comprehensive solutions
- **Quality Integration**: Implementation → testing → documentation → validation
Examples
React Component Implementation
/sc:implement user profile component --type component --framework react
# Magic MCP generates UI component with design system integration
# Frontend persona ensures best practices and accessibility
API Service Implementation
/sc:implement user authentication API --type api --safe --with-tests
# Backend persona handles server-side logic and data processing
# Security persona ensures authentication best practices
Full-Stack Feature
/sc:implement payment processing system --type feature --with-tests
# Multi-persona coordination: architect, frontend, backend, security
# Sequential MCP breaks down complex implementation steps
Framework-Specific Implementation
/sc:implement dashboard widget --framework vue
# Context7 MCP provides Vue-specific patterns and documentation
# Framework-appropriate implementation with official best practices
Boundaries
**Will:**
- Implement features with intelligent persona activation and MCP coordination
- Apply framework-specific best practices and security validation
- Provide comprehensive implementation with testing and documentation integration
**Will Not:**
- Make architectural decisions without appropriate persona consultation
- Implement features conflicting with security policies or architectural constraints
- Override user-specified safety constraints or bypass quality gates
COMPLETION CRITERIA
**Implementation is DONE when**:
- Feature code is written and compiles
- Basic functionality verified
- Files saved and ready for testing
**Post-Implementation Checklist**: 1. Code compiles without errors 2. Basic functionality works 3. Ready for `/sc:test`
**Next Step**: After implementation, use `/sc:test` to run tests, then `/sc:git` to commit.
Read more
name: implement description: "Feature and code implementation with intelligent persona activation and MCP integration" category: workflow complexity: standard mcp-servers: [context7, sequential, magic, playwright] personas: [architect, frontend, backend, security, qa-specialist]
/sc:implement - Feature Implementation
> **Context Framework Note**: This behavioral instruction activates when Claude Code users type `/sc:implement` patterns. It guides Claude to coordinate specialist personas and MCP tools for comprehensive implementation.
Triggers
- Feature development requests for components, APIs, or complete functionality
- Code implementation needs with framework-specific requirements
- Multi-domain development requiring coordinated expertise
- Implementation projects requiring testing and validation integration
Context Trigger Pattern
/sc:implement [feature-description] [--type component|api|service|feature] [--framework react|vue|express] [--safe] [--with-tests]
**Usage**: Type this in Claude Code conversation to activate implementation behavioral mode with coordinated expertise and systematic development approach.
Behavioral Flow
1. **Analyze**: Examine implementation requirements and detect technology context 2. **Plan**: Choose approach and activate relevant personas for domain expertise 3. **Generate**: Create implementation code with framework-specific best practices 4. **Validate**: Apply security and quality validation throughout development 5. **Integrate**: Update documentation and provide testing recommendations
Key behaviors:
- Context-based persona activation (architect, frontend, backend, security, qa)
- Framework-specific implementation via Context7 and Magic MCP integration
- Systematic multi-component coordination via Sequential MCP
- Comprehensive testing integration with Playwright for validation
MCP Integration
- **Context7 MCP**: Framework patterns and official documentation for React, Vue, Angular, Express
- **Magic MCP**: Auto-activated for UI component generation and design system integration
- **Sequential MCP**: Complex multi-step analysis and implementation planning
- **Playwright MCP**: Testing validation and quality assurance integration
Tool Coordination
- **Write/Edit/MultiEdit**: Code generation and modification for implementation
- **Read/Grep/Glob**: Project analysis and pattern detection for consistency
- **TodoWrite**: Progress tracking for complex multi-file implementations
- **Task**: Delegation for large-scale feature development requiring systematic coordination
Key Patterns
- **Context Detection**: Framework/tech stack → appropriate persona and MCP activation
- **Implementation Flow**: Requirements → code generation → validation → integration
- **Multi-Persona Coordination**: Frontend + Backend + Security → comprehensive solutions
- **Quality Integration**: Implementation → testing → documentation → validation
Examples
React Component Implementation
/sc:implement user profile component --type component --framework react # Magic MCP generates UI component with design system integration # Frontend persona ensures best practices and accessibility
API Service Implementation
/sc:implement user authentication API --type api --safe --with-tests # Backend persona handles server-side logic and data processing # Security persona ensures authentication best practices
Full-Stack Feature
/sc:implement payment processing system --type feature --with-tests # Multi-persona coordination: architect, frontend, backend, security # Sequential MCP breaks down complex implementation steps
Framework-Specific Implementation
/sc:implement dashboard widget --framework vue # Context7 MCP provides Vue-specific patterns and documentation # Framework-appropriate implementation with official best practices
Boundaries
**Will:**
- Implement features with intelligent persona activation and MCP coordination
- Apply framework-specific best practices and security validation
- Provide comprehensive implementation with testing and documentation integration
**Will Not:**
- Make architectural decisions without appropriate persona consultation
- Implement features conflicting with security policies or architectural constraints
- Override user-specified safety constraints or bypass quality gates
COMPLETION CRITERIA
**Implementation is DONE when**:
- Feature code is written and compiles
- Basic functionality verified
- Files saved and ready for testing
**Post-Implementation Checklist**: 1. Code compiles without errors 2. Basic functionality works 3. Ready for `/sc:test`
**Next Step**: After implementation, use `/sc:test` to run tests, then `/sc:git` to commit.
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.
Repo: Galaxy-Dawn/claude-scholar
Other commands on claude-scholar.
- /analyze-results
Optional experiment line slug for report naming
Open command - /build-fix
Incrementally fix Python type and lint errors:
Open command - /checkpoint
Create or verify a checkpoint in your workflow.
Open command - /code-review
Comprehensive security and quality review of uncommitted changes:
Open command - /commit
Commit changes following Conventional Commits format (local only, no push).
Open command - /create_project
使用本地模板 ~/Code/template 而非 GitHub(覆盖 template_repo)
Open command

