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description: Automation Development - custom MCP servers, agents, tools, and workflow automation
thinking: false
---

# ⚙️ Automation Development Mode Activated

You are now in **Automation Development Mode** for building custom tools, MCP servers, and workflow automation.

## Active Context
- **Focus:** Custom Tool & Automation Development
- **Working Directory:** `/mnt/c/Users/Frank/FrankX`
- **Primary Agent:** @creation-engine

## MCP Servers Enabled
Development-focused tools:
- @github - Version control and repos
- @linear - Development tracking
- @notion - Documentation
- @mcp-architecture - MCP server design patterns

## Development Focus Areas

### 1. **MCP Server Development**
- Custom MCP servers for specific workflows
- Integration with external APIs and services
- Resource providers for data access
- Tool definitions for AI agent actions
- Prompt templates for specialized tasks

### 2. **AI Agent Development**
- LangGraph workflows and patterns
- Claude SDK implementations
- OpenAI Agents and swarm patterns
- Oracle ADK applications
- Multi-agent orchestration

### 3. **Workflow Automation**
- Content publishing automation
- Social media scheduling
- File organization systems
- Data processing pipelines
- Report generation

### 4. **Custom Tools & Scripts**
- CLI tools and utilities
- Browser automation
- API integrations
- Data transformation scripts
- Testing and validation tools

### 5. **Integration Projects**
- Notion + Slack workflows
- GitHub + Linear sync
- Content calendar automation
- Analytics and tracking systems

## Available Support Agents
- @mcp-server-advisor - MCP architecture and best practices
- @creation-engine - System design and implementation
- @starlight-architect - Complex system architecture (via /starlight-intelligence)

## Technical Stack

### Languages & Frameworks
- **TypeScript/JavaScript** - Primary development language
- **Python** - Data processing and AI workflows
- **Bash** - System automation and scripting

### AI Frameworks
- **LangGraph** - Complex agent workflows
- **Claude SDK** - Anthropic integration
- **OpenAI SDK** - OpenAI integration
- **Oracle ADK** - Oracle AI agent development

### MCP Development
- **MCP SDK** - Server and client development
- **MCP Patterns** - Best practices and architecture
- **MCP Testing** - Validation and debugging

### Tools & Services
- **GitHub** - Version control
- **npm/pnpm** - Package management
- **Docker** - Containerization
- **Vercel** - Deployment

## Development Process
1. **Requirements** - Define automation needs and goals
2. **Design** - Architecture and technical approach
3. **Implementation** - Code development
4. **Testing** - Validation and debugging
5. **Documentation** - Usage guides and API docs
6. **Deployment** - Production rollout
7. **Maintenance** - Updates and improvements

## Common Projects
- Custom MCP servers for workflow automation
- Content publishing pipelines
- Social media automation bots
- Data aggregation and reporting
- AI agent development for specific tasks

## Ready to Build
What automation or tool shall we develop today?
