SuperClaude/Docs/Reference/integration-patterns.md
NomenAK f7cf87c5ad 🔧 Standardize agent invocation syntax: @agents- → @agent-
## Changes Made
- **Agent Syntax Standardization**: Updated all agent invocations from `@agents-` to `@agent-`
- **Consistency**: Applied change across all 14 documentation files and 1 source file
- **Examples Updated**: All agent invocation examples now use singular `@agent-` format
- **Pattern Recognition**: Updated references to trigger pattern documentation

## Files Updated (14 total)
### Documentation
- Docs/User-Guide/commands.md - Core command reference
- Docs/User-Guide/agents.md - Agent guide with all examples
- Docs/README.md - Quick reference updated
- Docs/Getting-Started/installation.md & quick-start.md - Setup instructions
- Docs/Developer-Guide/ - Technical architecture and testing docs
- Docs/Reference/ - All example files and troubleshooting

### Source Files
- SuperClaude/Agents/security-engineer.md - Agent context file

## Impact
 **Consistent Syntax**: All agent invocations now use `@agent-[name]` format
 **User Clarity**: Clear distinction from previous `@agents-` plural form
 **Documentation Alignment**: All examples and references updated consistently
 **Framework Standards**: Aligns with SuperClaude naming conventions

Examples now correctly show:
- `@agent-security "review authentication"`
- `@agent-python-expert "optimize code"`
- `@agent-frontend-architect "design components"`

Total replacements: 80+ instances across entire documentation

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-08-21 19:05:51 +02:00

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8.2 KiB
Markdown

# SuperClaude Integration Patterns Collection
**Status**: ✅ **Status: Current** - Context patterns for framework integration and tool coordination.
**Context Integration Guide**: Patterns for using SuperClaude commands effectively with different frameworks and tools. Remember: SuperClaude provides context to Claude Code - all actual work is done by Claude.
## Overview and Usage Guide
**Purpose**: Effective patterns for using SuperClaude context with various development frameworks and tools.
**What This Is**: Command combinations and flag patterns that work well for specific technologies
**What This Isn't**: Performance optimization or parallel execution (no code runs)
**Key Principle**: SuperClaude tells Claude Code WHAT to do and HOW to think about it. Claude Code does the actual work.
## Framework Context Patterns
### React Development Patterns
```bash
# React development with appropriate context
/sc:implement "React 18 application with TypeScript" --c7
# Context7 MCP can provide React documentation if available
# Magic MCP can help with UI components if configured
# What Actually Happens:
# 1. Claude reads implement.md for implementation patterns
# 2. --c7 flag suggests using Context7 MCP for documentation
# 3. Claude generates React code based on these contexts
# Component development pattern
@agent-frontend-architect "design component architecture"
/sc:implement "reusable component library"
# Testing pattern for React
/sc:test --focus react
# Claude will suggest React Testing Library patterns
```
### Node.js Backend Patterns
```bash
# Node.js backend development patterns
/sc:implement "Express.js API with TypeScript" --c7
# Claude will create Express API following Node.js patterns
# What This Means:
# - Claude reads context about backend patterns
# - Suggests appropriate middleware and structure
# - NOT running or optimizing any code
# Database integration pattern
/sc:implement "database models with Prisma"
@agent-backend-architect "review database schema"
# API testing pattern
/sc:test --focus api
# Claude suggests API testing approaches
```
### Python Development Patterns
```bash
# Python web development
/sc:implement "FastAPI application" --c7
@agent-python-expert "review implementation"
# What Happens:
# - Claude uses Python-specific context
# - Follows FastAPI patterns from context
# - Generates code (doesn't run it)
# Data science context
/sc:implement "data analysis pipeline"
@agent-python-expert "optimize pandas operations"
# Claude provides optimization suggestions (not actual optimization)
# Testing patterns
/sc:test --focus python
# Claude suggests pytest patterns
```
### Full-Stack Development Patterns
```bash
# Full-stack application pattern
/sc:brainstorm "full-stack application architecture"
@agent-system-architect "design system components"
# Frontend implementation
/sc:implement "React frontend with TypeScript"
@agent-frontend-architect "review component structure"
# Backend implementation
/sc:implement "Node.js API with authentication"
@agent-backend-architect "review API design"
# Integration
/sc:implement "connect frontend to backend API"
```
## Tool Coordination Patterns
### Using MCP Servers Effectively
```bash
# Context7 for documentation
/sc:explain "React hooks" --c7
# If Context7 is configured, it may fetch React docs
# Sequential for complex reasoning
/sc:troubleshoot "complex bug" --seq
# Sequential MCP helps with structured problem-solving
# Magic for UI components
/sc:implement "UI components" --magic
# Magic MCP can help generate modern UI patterns
# No MCP for simple tasks
/sc:implement "utility function" --no-mcp
# Uses only Claude's built-in knowledge
```
### Agent and Command Combinations
```bash
# Security-focused development
@agent-security "review authentication requirements"
/sc:implement "secure authentication system"
/sc:analyze --focus security
# Quality-focused workflow
/sc:implement "new feature"
@agent-quality-engineer "review code quality"
/sc:test --focus quality
# Architecture-focused approach
@agent-system-architect "design microservices"
/sc:design "service boundaries"
/sc:implement "service communication"
```
## Common Integration Patterns
### API Development Pattern
```bash
# Step 1: Design
/sc:design "REST API structure"
# Step 2: Implementation
/sc:implement "API endpoints with validation"
# Step 3: Documentation
/sc:document --type api
# Step 4: Testing
/sc:test --focus api
```
### Database Integration Pattern
```bash
# Schema design
@agent-backend-architect "design database schema"
# Model implementation
/sc:implement "database models"
# Migration creation
/sc:implement "database migrations"
# Query optimization suggestions
@agent-backend-architect "suggest query optimizations"
# Note: Claude suggests optimizations, doesn't actually optimize
```
### Testing Strategy Pattern
```bash
# Test planning
/sc:design "testing strategy"
# Unit tests
/sc:test --type unit
# Integration tests
/sc:test --type integration
# E2E test suggestions
/sc:test --type e2e
# Claude provides test code, not execution
```
## Technology-Specific Patterns
### React + TypeScript Pattern
```bash
# Project setup guidance
/sc:implement "React TypeScript project structure"
# Component development
/sc:implement "TypeScript React components with props validation"
# State management
@agent-frontend-architect "recommend state management approach"
/sc:implement "state management with Zustand/Redux"
# Testing
/sc:test --focus react --type unit
```
### Python FastAPI Pattern
```bash
# API structure
/sc:implement "FastAPI project structure"
# Endpoint development
@agent-python-expert "implement async endpoints"
# Database integration
/sc:implement "SQLAlchemy models with Alembic"
# Testing
/sc:test --focus python --type integration
```
### Node.js Microservices Pattern
```bash
# Architecture design
@agent-system-architect "design microservices architecture"
# Service implementation
/sc:implement "user service with Express"
/sc:implement "auth service with JWT"
# Inter-service communication
/sc:implement "service communication patterns"
# Testing approach
/sc:test --focus microservices
```
## Troubleshooting Patterns
### Debugging Workflow
```bash
# Problem analysis
/sc:troubleshoot "describe the issue"
# Root cause investigation
@agent-root-cause-analyst "analyze symptoms"
# Solution implementation
/sc:implement "fix based on analysis"
# Verification
/sc:test --validate
```
### Code Review Pattern
```bash
# Code analysis
/sc:analyze code/ --focus quality
# Security review
@agent-security "review for vulnerabilities"
# Performance review
@agent-performance-engineer "suggest improvements"
# Note: Suggestions only, no actual performance measurement
# Implementation of improvements
/sc:improve code/ --fix
```
## Important Clarifications
### What These Patterns DO
- ✅ Provide structured approaches to development tasks
- ✅ Combine commands and agents effectively
- ✅ Suggest appropriate tools and frameworks
- ✅ Guide Claude to generate better code
### What These Patterns DON'T DO
- ❌ Execute code or measure performance
- ❌ Run tests or deploy applications
- ❌ Optimize actual execution speed
- ❌ Provide real monitoring or metrics
- ❌ Coordinate parallel processes (everything is sequential text)
## Best Practices
### Effective Pattern Usage
1. **Start with context**: Use `/sc:load` to establish project understanding
2. **Layer expertise**: Combine general commands with specific agents
3. **Focus appropriately**: Use `--focus` flags for targeted results
4. **Manage scope**: Work on specific modules rather than entire codebases
5. **Document decisions**: Use `/sc:save` to create summaries
### Pattern Selection
- **Simple tasks**: Use basic commands without MCP
- **Complex tasks**: Add appropriate agents and MCP servers
- **Security-critical**: Always include `@agent-security`
- **UI development**: Consider `--magic` flag if configured
- **Documentation needs**: Use `--c7` for framework docs
## Summary
These integration patterns show how to combine SuperClaude commands, agents, and flags effectively for different development scenarios. Remember that all patterns are about providing better context to Claude Code - the actual code generation, not execution, is what Claude does based on these contexts.