# Quick Reference - 610 Imported Agents

**Last Updated:** 2025-10-18

## Category Overview

| Category | Agents | Description |
|----------|--------|-------------|
| **[development-engineering](development-engineering/INDEX.md)** | 156 | Backend, frontend, mobile, DevOps, API, testing |
| **[industry-specific](industry-specific/INDEX.md)** | 225 | Healthcare, finance, legal, education, retail |
| **[ai-ml-automation](ai-ml-automation/INDEX.md)** | 63 | ML, neural networks, MLOps, automation |
| **[business-operations](business-operations/INDEX.md)** | 62 | Strategy, growth, revenue, customer experience |
| **[data-analytics](data-analytics/INDEX.md)** | 35 | BI, ETL, forecasting, data engineering |
| **[personal-professional](personal-professional/INDEX.md)** | 33 | Career, leadership, productivity |
| **[security-compliance](security-compliance/INDEX.md)** | 29 | Security, privacy, auditing, compliance |
| **[payment-financial](payment-financial/INDEX.md)** | 12 | Payment gateways, BNPL, transactions |
| **TOTAL** | **615** | Comprehensive AI agent collection |

## Quick Commands

```bash
# Browse a category
ls agents/development-engineering/

# View category index
cat agents/development-engineering/INDEX.md

# Find agent by keyword
find agents -name "*react*"
grep -r "machine learning" agents/ai-ml-automation/

# View full summary
cat agents/CATEGORIZATION_SUMMARY.md
```

## Most Popular Categories

1. **Industry-Specific** (225 agents) - Specialized domain expertise
2. **Development & Engineering** (156 agents) - Software development
3. **AI/ML & Automation** (63 agents) - Artificial intelligence
4. **Business & Operations** (62 agents) - Business strategy

## Integration with Native Agents

**Native agents** (`.claude/agents/`) - 93 agents optimized for claude-flow-novice
**Imported agents** (`agents/`) - 615 agents for specialized expertise

Use **native** for core workflows, **imported** for specialized domains.

## Documentation

- **[IMPORTED_AGENTS_README.md](IMPORTED_AGENTS_README.md)** - Complete guide
- **[CATEGORIZATION_SUMMARY.md](CATEGORIZATION_SUMMARY.md)** - Detailed breakdown
- **[README.md](README.md)** - Original 610ClaudeSubagents docs
- **[CLAUDE.md](CLAUDE.md)** - Usage guide