quantum-ai-v3/docs/development/subagents-guide.md

Quantum Tasks AI Subagents Guide

This document describes the specialized AI subagents created for the Quantum Tasks AI platform to improve development speed and code quality.

Available Subagents

1. Django Expert (django-expert)

Specialization: Django development tasks, models, views, URLs, migrations Auto-triggers: Django model creation, view implementation, URL configuration, migration issues Use cases:

• Creating new Django models with proper relationships
• Implementing views with authentication and permissions
• Setting up URL routing with proper namespacing
• Database operations and migrations
• Django settings configuration

2. Agent Architect (agent-architect)

Specialization: Creating new AI agents for the marketplace Auto-triggers: "Create new agent" requests, agent functionality extension Use cases:

• Planning and implementing new marketplace agents
• Setting up agent processors (webhook/API types)
• Implementing component-based templates
• Marketplace catalog integration
• Agent testing and validation

3. Django Debugger (django-debugger)

Specialization: Debugging Django errors and issues Auto-triggers: Django errors, test failures, migration problems, template issues Use cases:

• Fixing Django runtime errors
• Resolving database and migration issues
• Debugging template rendering problems
• Troubleshooting authentication and permission issues
• Performance issue diagnosis

4. Security Auditor (security-auditor)

Specialization: Security reviews and vulnerability assessment Auto-triggers: Security reviews, pre-deployment checks, payment features Use cases:

• Comprehensive security audits
• Authentication and authorization reviews
• Input validation and XSS prevention
• File upload security assessment
• Payment processing security review
• Configuration security checks

5. Template Optimizer (template-optimizer)

Specialization: Frontend template and UI optimization Auto-triggers: Template rendering issues, responsive design problems, UI improvements Use cases:

• Component-based template optimization
• CSS and JavaScript performance improvements
• Responsive design fixes
• Accessibility enhancements
• Template standardization

How to Use Subagents

Automatic Invocation

Subagents are automatically invoked by Claude Code when tasks match their expertise:

> I need to create a new sentiment analysis agent
# Automatically invokes agent-architect subagent

> There's a Django migration error
# Automatically invokes django-debugger subagent

> Review this code for security issues
# Automatically invokes security-auditor subagent

Explicit Invocation

You can specifically request a subagent:

> Use the django-expert subagent to optimize this view
> Have the template-optimizer subagent improve the mobile layout
> Ask the security-auditor subagent to review authentication

Chaining Subagents

For complex workflows, multiple subagents can work together:

> Use agent-architect to create the agent, then django-expert to optimize the database models, then security-auditor to review security

Subagent Capabilities

Django Expert

• ✅ Django model creation with relationships
• ✅ View implementation with authentication
• ✅ URL routing and namespacing
• ✅ Database migrations and optimization
• ✅ Django settings and configuration
• ✅ Template context and form handling

Agent Architect

• ✅ Complete agent development workflow
• ✅ BaseAgent and BaseAgentProcessor patterns
• ✅ Webhook (N8N) and API agent types
• ✅ Component-based template implementation
• ✅ Dynamic pricing integration
• ✅ Marketplace catalog integration

Django Debugger

• ✅ Error diagnosis and root cause analysis
• ✅ Database and migration troubleshooting
• ✅ Template rendering issue resolution
• ✅ Authentication and permission debugging
• ✅ Performance issue identification
• ✅ Production deployment debugging

Security Auditor

• ✅ Comprehensive security assessments
• ✅ Input validation and XSS prevention
• ✅ Authentication security reviews
• ✅ File upload security checks
• ✅ Payment processing security
• ✅ Configuration security audits

Template Optimizer

• ✅ Component architecture optimization
• ✅ CSS and JavaScript performance
• ✅ Responsive design improvements
• ✅ Accessibility enhancements
• ✅ Template standardization
• ✅ Cross-browser compatibility

Best Practices

When to Use Each Subagent

Django Expert - Use for:

• Creating new Django apps or models
• Implementing views and URL patterns
• Database schema changes
• Django configuration issues

Agent Architect - Use for:

• Building new marketplace agents
• Extending existing agent functionality
• Template component implementation
• Agent integration and testing

Django Debugger - Use for:

• Any Django error or unexpected behavior
• Performance issues
• Test failures
• Production deployment problems

Security Auditor - Use for:

• Before production deployments
• After implementing authentication features
• When handling payment processing
• Regular security reviews

Template Optimizer - Use for:

• UI/UX improvements
• Mobile responsiveness issues
• Template performance problems
• Accessibility enhancements

Subagent Coordination

For complex tasks, subagents work together efficiently:

1. New Agent Development Flow:

   • agent-architect → Plan and create agent structure
   • django-expert → Optimize models and views
   • template-optimizer → Perfect the UI/UX
   • security-auditor → Security review
   • django-debugger → Test and fix any issues

2. Bug Fix Flow:

   • django-debugger → Identify and fix the issue
   • security-auditor → Ensure fix doesn't introduce vulnerabilities
   • template-optimizer → Optimize any UI changes

3. Feature Enhancement Flow:

   • django-expert → Backend implementation
   • template-optimizer → Frontend improvements
   • security-auditor → Security validation

Benefits of Using Subagents

Increased Development Speed

• ✅ Faster Agent Creation: Complete agent development in minutes vs hours
• ✅ Rapid Debugging: Systematic error identification and resolution
• ✅ Quick Security Reviews: Automated security best practices
• ✅ Efficient Template Work: Component-based optimization

Improved Code Quality

• ✅ Django Best Practices: Following established patterns
• ✅ Security Standards: Built-in security considerations
• ✅ Template Consistency: Standardized component architecture
• ✅ Performance Optimization: Automated performance improvements

Knowledge Consistency

• ✅ Project-Specific Expertise: Deep understanding of your codebase
• ✅ Pattern Recognition: Consistent application of established patterns
• ✅ Quality Assurance: Automated quality checks and validations

Configuration

Subagents are stored in .claude/agents/ and automatically available in this project. Each subagent has:

• Focused expertise in specific areas
• Proactive invocation based on task recognition
• Project-specific knowledge of your architecture
• Quality standards enforcement
• Security-first approach

Getting Started

The subagents are ready to use immediately. Simply describe your task and Claude Code will automatically select and invoke the most appropriate subagent(s) for the job.

Example workflows:

> "Create a new document analysis agent"
# → agent-architect will handle the complete agent creation

> "Fix this Django migration error" 
# → django-debugger will diagnose and resolve the issue

> "Make this template mobile-responsive"
# → template-optimizer will improve the responsive design

> "Review this code for security issues"
# → security-auditor will perform a comprehensive security review

The subagents work seamlessly together to provide expert-level assistance for any development task in your Quantum Tasks AI marketplace platform.