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AgentGen is a management and deployment system for Claude Code AI agents. It provides a centralized repository of 100+ specialized agents organized into strategic team profiles, with tools for installation, coordination, and orchestration.

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AgentGen - Claude Code AI Agent Management System

Centralized hub for installing and managing 100+ specialized AI agents for Claude Code.

What is AgentGen?

AgentGen is a management and deployment system for Claude Code AI agents. It provides a centralized repository of 100+ specialized agents organized into strategic team profiles, with tools for installation, coordination, and orchestration.

Key Features

  • 🏒 Strategic Team Profiles - Pre-configured agent teams for different organizational needs
  • ⚑ Simple Installation - One-command deployment from centralized hub
  • πŸ”— Symlink Architecture - Instant updates across all projects, no file duplication
  • 🧠 Agent Orchestration - Coordinate multiple agents for complex workflows
  • πŸ“Š Context-Manager Integration - Project-aware agent coordination and knowledge sharing

Quick Start

1. Navigate to AgentGen Directory

cd /home/bryan/agentgen  # Required - must run from here

2. Choose Your Team Profile

Enterprise Organizations (50+ people)

./install-agents --profile enterprise-leadership
# 9 strategic agents: architect-specialist, security-auditor, product-manager, etc.

Modern Web Teams (15-50 people)

./install-agents --profile modern-web-stack
# 12 React/TypeScript specialists: react-specialist, nextjs-pro, ui-designer, etc.

Startups & Small Teams (5-15 people)

./install-agents --profile startup-mvp
# 11 lean development agents: full-stack-developer, debugger, test-automator, etc.

General Development

./install-agents --profile core
# Essential agents for any project

3. Start Using Your Agents

# Orchestrated workflows (recommended)
@orchestrate-tasks "build authentication system with security audit"
@orchestrate-tasks "optimize application performance"

# Direct agent usage  
@security-auditor "scan for vulnerabilities"
@react-specialist "create responsive dashboard"
@architect-specialist "design microservices architecture"

βœ… Complete! Your agents are installed and ready to use.

Available Agent Categories

Category Count Examples Use Cases
πŸ—οΈ Development 21+ @react-specialist, @full-stack-developer, @python-specialist Building features, components, APIs
πŸ”΅ Infrastructure 6+ @deployment-engineer, @cloud-architect, @performance-engineer DevOps, deployment, system management
🟦 Quality & Testing 14+ @code-reviewer, @test-automator, @debugger Code quality, testing, bug fixes
πŸ”΄ Security 4+ @security-auditor, @context-manager Security audits, vulnerability scanning
🟣 Data & AI 11+ @ml-specialist, @data-engineer, @database-specialist Data processing, ML, database operations
🟒 Simple Tools 30+ @analyze-screenshot, @config-reader, @log-reader Utilities, file operations, simple tasks
🟀 Business 4+ @product-manager, @create-lesson, @changelog-writer Business logic, content, documentation
🟠 Architecture 9+ @architect-specialist, @orchestrate-tasks, @agent-organizer System design, orchestration

Team Profile Comparison

Profile Team Size Focus Best For
enterprise-leadership 50+ Strategic decisions, compliance, security C-level decisions, enterprise architecture
modern-web-stack 15-50 React/TypeScript, UI/UX excellence Modern web applications, component libraries
startup-mvp 5-15 Lean development, rapid prototyping Fast iteration, resource constraints
core Any Essential development tools Baseline agents for any project

Usage Patterns

Orchestration (Recommended)

# Intelligent task coordination
@orchestrate-tasks "comprehensive security audit with modernization"
@orchestrate-tasks "build user authentication with testing"

# Multi-agent coordination for complex projects
@orchestrate-agents-adv "legacy system modernization"

Direct Agent Usage

# @-mention with auto-complete
@react-specialist "create admin dashboard with real-time updates"
@security-auditor "vulnerability assessment for payment system" 
@debugger "investigate memory leaks in Node.js application"

Auto-Activation

Agents automatically activate based on task descriptions:

"analyze this screenshot for data extraction"     # β†’ @analyze-screenshot
"review code for security vulnerabilities"       # β†’ @security-auditor
"create responsive React component"               # β†’ @react-specialist

Installation Options

Symlink Mode (Recommended - Default)

  • Storage Efficient - No file duplication
  • Instant Updates - Changes propagate immediately
  • Single Source - Centralized management
./install-agents --profile modern-web-stack           # Project installation
./install-agents --global --profile core              # Global installation

Copy Mode (Legacy)

  • Independent Files - Isolated per project
  • No Hub Dependencies - Self-contained installations
./install-agents --copy --profile enterprise-leadership /path/to/project

Additional Commands

# Health & Maintenance
./install-agents --health                    # Check system integrity
./install-agents --repair                    # Fix broken symlinks
./install-agents --list-profiles             # Show all available profiles
./install-agents --list-installed .          # Show installed agents

# Migration
./migrate-to-symlinks.sh /path/to/project    # Upgrade to symlink mode

# Bash Completion
./setup-completion.sh                        # Enable intelligent auto-complete

System Benefits

  • 3x Faster Loading - Optimized agent initialization (<100ms)
  • Intelligent Routing - Complexity-based model selection (Green/Yellow/Red tiers)
  • Context Preservation - Maintains project understanding across agent interactions
  • Cost Optimization - Tiered model usage minimizes token consumption
  • Enterprise Patterns - Based on Microsoft Azure, Speakeasy, Databricks research

Context-Manager Integration

AgentGen includes an operational context-manager system that provides:

  • Project Awareness - Agents understand your project structure automatically
  • Cross-Agent Coordination - Shared knowledge and task handoffs
  • Reduced Redundancy - No need to re-explain project context
  • Activity Tracking - Monitor multi-agent operations

Architecture

AgentGen supports both single-agent and multi-agent patterns:

Single-Agent (80% of use cases)

  • Direct specialist expertise
  • Fast execution with minimal overhead
  • Clear accountability

Multi-Agent (20% of use cases - Complex scenarios)

  • Cross-domain coordination
  • Enterprise-scale workflows
  • Quality gates and validation

Troubleshooting

Common Issues

Installation Problems

cd /home/bryan/agentgen                     # Must run from agentgen directory
chmod +x ./install-agents                  # Fix permissions
./install-agents --health                  # Check system status

Agent Not Responding

./install-agents --list-installed .        # Verify installation
@orchestrate-tasks "test agent functionality"  # Try orchestration

Performance Issues

./install-agents --profile core            # Use fewer agents
./migrate-to-symlinks.sh .                 # Upgrade for better performance

Documentation

Support

  • GitHub Issues - Bug reports and feature requests
  • Documentation - Comprehensive guides and references
  • Health Commands - Built-in diagnostics and repair tools

Ready to get started? Choose your team profile and install AgentGen in under 30 seconds.

cd /home/bryan/agentgen
./install-agents --profile modern-web-stack  # or enterprise-leadership, startup-mvp

About

AgentGen is a management and deployment system for Claude Code AI agents. It provides a centralized repository of 100+ specialized agents organized into strategic team profiles, with tools for installation, coordination, and orchestration.

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