ai-agent-development

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• SKILL.md

SKILL.md (first lines)

# AI Agent Development Workflow

## Overview

Specialized workflow for building AI agents including single autonomous agents, multi-agent systems, agent orchestration, tool integration, and human-in-the-loop patterns.

## When to Use This Workflow

Use this workflow when:
- Building autonomous AI agents
- Creating multi-agent systems
- Implementing agent orchestration
- Adding tool integration to agents
- Setting up agent memory

## Workflow Phases

### Phase 1: Agent Design

#### Skills to Invoke
- `ai-agents-architect` - Agent architecture
- `autonomous-agents` - Autonomous patterns

#### Actions
1. Define agent purpose
2. Design agent capabilities
3. Plan tool integration
4. Design memory system
5. Define success metrics

#### Copy-Paste Prompts
```
Use @ai-agents-architect to design AI agent architecture
```

### Phase 2: Single Agent Implementation

#### Skills to Invoke
- `autonomous-agent-patterns` - Agent patterns
- `autonomous-agents` - Autonomous agents

#### Actions
1. Choose agent framework
2. Implement agent logic
3. Add tool integration
4. Configure memory
5. Test agent behavior

#### Copy-Paste Prompts
```
Use @autonomous-agent-patterns to implement single agent
```

### Phase 3: Multi-Agent System

#### Skills to Invoke
- `crewai` - CrewAI framework
- `multi-agent-patterns` - Multi-agent patterns

#### Actions
1. Define agent roles
2. Set up agent communication
3. Configure orchestration
4. Implement task delegation
5. Test coordination

#### Copy-Paste Prompts
```
Use @crewai to build multi-agent system with roles
```

### Phase 4: Agent Orchestration

#### Skills to Invoke
- `langgraph` - LangGraph orchestration
- `workflow-orchestration-patterns` - Orchestration

#### Actions
1. Design workflow graph
2. Implement state management
3. Add conditional branches
4. Configure persistence
5. Test workflows

#### Copy-Paste Prompts
```
Use @langgraph to create stateful agent workflows
```

### Phase 5: Tool Integration

#### Skills to Invoke
- `agent-tool-builder` - Tool building
- `tool-design` - Tool design

#### Actions
1. Identify tool needs
2. Design tool interfaces
3. Implement tools
4. Add error handling
5. Test tool usage

#### Copy-Paste Prompts
```
Use @agent-tool-builder to create agent tools
```

### Phase 6: Memory Systems

#### Skills to Invoke
- `agent-memory-systems` - Memory architecture
- `conversation-memory` - Conversation memory

#### Actions
1. Design memory structure
2. Implement short-term memory
3. Set up long-term memory
4. Add entity memory
5. Test memory retrieval

From Endsi3g/The-Uprising--Trading-Floor-, Apache-2.0.