Skip to content

Agent_Registry

Jump to bottom
Rafal Lagowski edited this page Sep 12, 2025 · 2 revisions

🤖 Agent Registry

Complete registry of all 50+ specialized AI agents available in ClaudeAutoPM.

🎯 Quick Agent Selection

Need help choosing? → Agent Selection Guide

Task Type Recommended Agent Description
React Frontend react-frontend-engineer Modern React, TypeScript, Next.js
Python API python-backend-engineer FastAPI, SQLAlchemy, async
Docker Setup docker-expert Containerization, optimization
K8s Deployment kubernetes-orchestrator Manifests, Helm charts
E2E Testing playwright-test-engineer Automated testing
UI Components mui-react-expert Material-UI components

🧠 Core Agents

Essential agents for every project.

file-analyzer

Use for: Reading and summarizing files, especially logs and verbose outputs

  • Smart file content analysis
  • Log parsing and error detection
  • Context preservation for large files
  • Supports all text formats

code-analyzer

Use for: Code analysis, bug detection, tracing execution paths

  • Deep code review and quality assessment
  • Logic flow tracing across multiple files
  • Bug hunting and regression analysis
  • Performance bottleneck identification

test-runner

Use for: Running tests and analyzing results with structured reports

  • Comprehensive test execution
  • Result analysis and failure diagnosis
  • Test coverage reporting
  • Integration with CI/CD pipelines

parallel-worker

Use for: Coordinating multiple work streams in parallel

  • Multi-stream task execution
  • Git worktree management
  • Context sharing between agents
  • Parallel development coordination

💻 Language Agents

Language-specific development experts.

python-backend-engineer

Specializes in: FastAPI, SQLAlchemy, async Python development

  • Modern Python APIs with type hints
  • Database integration and migrations
  • Async/await patterns and performance
  • Testing with pytest and factories

Perfect for:

  • Building REST APIs
  • Database-driven applications
  • Microservices architecture
  • High-performance backends

javascript-frontend-engineer

Specializes in: Modern JS/TS, ES6+, browser APIs

  • Vanilla JavaScript and TypeScript
  • Modern ECMAScript features
  • Browser API integration
  • Frontend build tools

Perfect for:

  • Interactive web applications
  • Single-page applications (SPAs)
  • Progressive Web Apps (PWAs)
  • Custom JavaScript libraries

nodejs-backend-engineer

Specializes in: Node.js backends, Express, NestJS

  • Server-side JavaScript/TypeScript
  • REST API development
  • Real-time applications (WebSockets)
  • Microservices with Node.js

Perfect for:

  • API servers and backends
  • Real-time applications
  • GraphQL implementations
  • Serverless functions

bash-scripting-expert

Specializes in: Shell automation, system administration

  • POSIX-compliant scripts
  • CI/CD automation
  • System integration
  • Cross-platform compatibility

Perfect for:

  • Build and deployment scripts
  • System automation
  • DevOps tooling
  • Infrastructure management

🎨 Framework Agents

Framework and tool specialists.

react-frontend-engineer

Specializes in: React, TypeScript, Next.js applications

  • Component architecture and design patterns
  • State management (Redux, Zustand, Context)
  • Performance optimization
  • Modern React patterns (hooks, suspense)

Perfect for:

  • Complex user interfaces
  • Large-scale React applications
  • Performance-critical frontends
  • Enterprise web applications

fastapi-backend-engineer

Specializes in: High-performance APIs, microservices

  • Automatic API documentation
  • Pydantic models and validation
  • Async request handling
  • WebSocket support

Perfect for:

  • High-throughput APIs
  • Real-time applications
  • Microservices architecture
  • ML/AI API backends

flask-backend-engineer

Specializes in: Traditional web apps, rapid prototyping

  • Full-stack web development
  • Server-rendered templates
  • Blueprint organization
  • Rapid MVP development

Perfect for:

  • Traditional web applications
  • Admin panels and dashboards
  • Educational projects
  • Prototype development

🎨 UI Framework Agents

Specialized UI library experts. See UI Framework Selection Guide for detailed comparison.

mui-react-expert

Best for: Material Design apps, data-heavy interfaces, corporate UIs

  • Material-UI v5/v6 components
  • Advanced DataGrid implementations
  • Professional design systems
  • Enterprise-grade applications

When to use:

  • Need polished, professional appearance
  • Data-intensive applications
  • Corporate/enterprise projects
  • Material Design compliance required

chakra-ui-expert

Best for: Accessibility-first apps, design systems, SaaS products

  • Modern developer experience
  • Built-in accessibility features
  • Component composition patterns
  • Custom design systems

When to use:

  • Accessibility is critical
  • Building design systems
  • Modern, clean aesthetics
  • Developer experience priority

antd-react-expert

Best for: Enterprise admin interfaces, B2B platforms

  • ProComponents for business apps
  • Complex data tables and forms
  • Administrative interfaces
  • Business workflow UIs

When to use:

  • Enterprise B2B applications
  • Administrative dashboards
  • Complex form interfaces
  • Business process applications

bootstrap-ui-expert

Best for: Rapid prototyping, marketing sites, traditional web

  • Fastest development cycle
  • Extensive template ecosystem
  • Mobile-first responsive design
  • Traditional web patterns

When to use:

  • Rapid prototyping needed
  • Traditional website layouts
  • Marketing and content sites
  • Educational/learning projects

tailwindcss-expert

Best for: Custom design systems, performance-critical apps

  • Utility-first CSS approach
  • Maximum design flexibility
  • Optimal performance
  • Custom brand identities

When to use:

  • Unique design requirements
  • Performance is critical
  • Custom branding needed
  • Full design control required

☸️ Cloud & Infrastructure Agents

Cloud platform and infrastructure specialists.

kubernetes-orchestrator

Specializes in: Kubernetes manifests and Helm charts

  • Deployment and service configurations
  • GitOps with ArgoCD/Flux
  • Service mesh integration
  • Monitoring and observability

gcp-cloud-architect

Specializes in: Google Cloud Platform infrastructure

  • GKE clusters and container orchestration
  • Cloud Run serverless deployments
  • Cloud Functions and event-driven architecture
  • Infrastructure as Code with Terraform

aws-cloud-architect

Specializes in: Amazon Web Services infrastructure

  • EKS Kubernetes clusters
  • Lambda serverless functions
  • CloudFormation and CDK
  • Multi-region deployments

azure-cloud-architect

Specializes in: Microsoft Azure infrastructure

  • AKS Kubernetes services
  • Azure Functions and Logic Apps
  • ARM templates and Bicep
  • Azure DevOps integration

terraform-infrastructure-expert

Specializes in: Infrastructure as Code, multi-cloud

  • Terraform module development
  • State management and remote backends
  • Multi-cloud deployments
  • Compliance as code

🔧 DevOps & Operations

CI/CD and operations specialists.

github-operations-specialist

Specializes in: GitHub Actions CI/CD pipelines

  • Workflow automation
  • Repository management
  • Branch protection and policies
  • Security and compliance

azure-devops-specialist

Specializes in: Azure Pipelines and work items

  • Enterprise project management
  • Cross-platform CI/CD
  • Work item tracking
  • Integration with GitHub

docker-expert

Specializes in: Container optimization, security

  • Dockerfile best practices
  • Multi-stage builds
  • Image security scanning
  • Registry management

docker-compose-expert

Specializes in: Multi-container orchestration

  • Service dependency management
  • Development environments
  • Network and volume configuration
  • Local production simulation

🗄️ Database Specialists

Database design and optimization experts.

postgresql-expert

Specializes in: PostgreSQL database design

  • Schema design and optimization
  • Query performance tuning
  • Replication and clustering
  • Advanced PostgreSQL features

mongodb-expert

Specializes in: MongoDB document databases

  • Document modeling patterns
  • Aggregation pipelines
  • Sharding and replication
  • Performance optimization

redis-expert

Specializes in: Redis caching and data structures

  • Caching strategies
  • Pub/Sub messaging
  • Data structure optimization
  • Clustering and persistence

bigquery-expert

Specializes in: BigQuery data warehousing

  • SQL optimization for big data
  • Data modeling for analytics
  • Cost optimization strategies
  • ML integration

🤖 AI & Integration Agents

AI service integration specialists.

openai-python-expert

Specializes in: OpenAI Python SDK integration

  • GPT models and chat completions
  • Embeddings and vector search
  • Function calling and tools
  • Fine-tuning and custom models

gemini-api-expert

Specializes in: Google Gemini API integration

  • Multimodal AI (text, images, audio)
  • Function calling and structured outputs
  • Safety controls and content filtering
  • Production deployment patterns

langgraph-workflow-expert

Specializes in: Graph-based AI workflows

  • State machine orchestration
  • Multi-agent collaboration
  • Conditional routing and decision trees
  • Human-in-the-loop patterns

🧪 Testing Specialists

Comprehensive testing and quality assurance.

playwright-test-engineer

Best for: Automated test suites, CI/CD integration

  • End-to-end test automation
  • Cross-browser testing
  • Page Object Model patterns
  • Test infrastructure and maintenance

playwright-mcp-frontend-tester

Best for: Visual regression, UX analysis

  • Visual regression testing
  • Accessibility auditing
  • Performance monitoring
  • Real-time browser control

🎨 Design & UX

User experience and design specialists.

ux-design-expert

Specializes in: User experience optimization

  • User journey analysis
  • Accessibility compliance
  • Usability testing strategies
  • Design system creation

📊 Data Engineering

Data pipeline and workflow specialists.

airflow-orchestration-expert

Specializes in: Apache Airflow workflows

  • DAG development and scheduling
  • ETL/ELT pipeline orchestration
  • Task dependency management
  • Monitoring and alerting

kedro-pipeline-expert

Specializes in: Kedro data science pipelines

  • Reproducible data workflows
  • Modular pipeline architecture
  • Data catalog management
  • MLOps integration

🔗 Integration & Messaging

System integration and communication.

nats-messaging-expert

Specializes in: NATS high-performance messaging

  • Pub/Sub messaging patterns
  • Request/Reply communication
  • Queue groups and load balancing
  • JetStream persistent messaging

📖 Usage Examples

Full-Stack Development

# Backend API
Task: Create user authentication system
Agent: fastapi-backend-engineer

# Frontend UI
Task: Build login form with Material-UI
Agent: mui-react-expert

# Testing
Task: Write E2E tests for auth flow
Agent: playwright-test-engineer

Cloud Deployment

# Infrastructure
Task: Set up Kubernetes cluster on GCP
Agent: gcp-cloud-architect

# Application deployment
Task: Create Helm charts for microservices
Agent: kubernetes-orchestrator

# Monitoring
Task: Set up observability and alerts
Agent: kubernetes-orchestrator

AI Integration

# OpenAI integration
Task: Build AI chat interface
Agent: openai-python-expert

# Workflow orchestration
Task: Create multi-step AI pipeline
Agent: langgraph-workflow-expert

🎯 Agent Selection Tips

Choose Based on:

  1. Primary technology stack (React, Python, etc.)
  2. Deployment target (local, Docker, Kubernetes)
  3. Project complexity (simple app vs enterprise)
  4. Team expertise (beginner-friendly vs advanced)

Don't Use Multiple Agents for Same Task

  • Each agent is specialized - use the most specific one
  • Avoid mixing UI frameworks (stick to one)
  • Let agents guide technology choices

Agent Coordination

  • Use parallel-worker for multi-agent coordination
  • Each agent focuses on its expertise area
  • Share context through MCP when needed

📋 Next Steps

Clone this wiki locally