Worksona MCP Server

# AI Feature Integration Add AI capabilities to existing applications ## Use Case Scenario **Perfect for:** Product team wanting to enhance their app with AI features ## Complete Example Prompt Copy and customize this detailed prompt for your specific situation: --- I want to integrate AI capabilities into my existing application: **Current Application:** - Type: [Web app, mobile app, SaaS platform, etc.] - Technology stack: [Current tech stack] - User base: [Number and type of users] - Core functionality: [What does your app currently do?] **AI Integration Goals:** - AI features desired: [Chatbot, recommendations, image recognition, etc.] - Business objectives: [Improve UX, increase engagement, automate tasks] - User experience: [How should AI enhance the user journey?] - Competitive advantage: [How will AI differentiate your product?] **Technical Considerations:** - Data available: [What data do you have for training/inference?] - Performance requirements: [Real-time, batch processing, etc.] - Privacy concerns: [Data sensitivity, GDPR compliance, etc.] - Budget: [Development and operational costs for AI features] **Implementation Preferences:** - AI services: [OpenAI, AWS AI, Google AI, custom models, etc.] - Integration approach: [API-based, embedded models, hybrid] - Rollout strategy: [Beta testing, gradual rollout, feature flags] Please help me: 1. **Design the AI feature architecture** and user experience 2. **Choose the right AI services** and integration approach 3. **Implement the AI features** with proper error handling 4. **Set up data pipelines** and model management 5. **Add monitoring and analytics** for AI performance 6. **Plan the rollout strategy** and user onboarding I'd like to coordinate AI specialists with my existing development team. --- ## Recommended Agent Coordination For this type of project, consider using these agents: 1. **ai-engineer** - Specialized expertise for this domain 2. **backend-architect** - Specialized expertise for this domain 3. **frontend-developer** - Specialized expertise for this domain 4. **data-scientist** - Specialized expertise for this domain ## How to Use This Example 1. **Copy the example prompt** above 2. **Customize the bracketed sections** with your specific details 3. **Paste the customized prompt** in your conversation 4. **Claude will automatically suggest** the best agents and coordination approach 5. **Provide additional context** as the agents ask follow-up questions ## Execution Options - **Single Agent:** Use `activate_agent` for focused expertise - **Team Coordination:** Use `coordinate_team` for complex, multi-faceted projects - **Agent Suggestions:** Use `suggest_agents` to explore other specialist options --- *This is an example prompt resource. Customize it with your specific requirements and use it to get started with your project.*