From 3fbb9a18372f2b6a675dd6c039ba52be76f3eeb4 Mon Sep 17 00:00:00 2001
From: TheSiahxyz <164138827+TheSiahxyz@users.noreply.github.com>
Date: Fri, 16 Jan 2026 08:30:14 +0900
Subject: updates

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+---
+allowed-tools: Read, Write, Edit, MultiEdit, Bash
+description: Create AI tools and function calling capabilities
+argument-hint: "[simple|database|api|multimodal|agent]"
+---
+
+## Set up AI Tools and Function Calling
+
+Create comprehensive AI tool integrations with the Vercel AI SDK for: $ARGUMENTS
+
+### Current Project Analysis
+
+Existing tool implementations: !`grep -r "import.*tool" . --include="*.ts" --include="*.tsx" | head -5`
+
+API integrations: !`grep -r "fetch\|axios" . --include="*.ts" | head -5`
+
+Database setup: !`find . -name "*schema*" -o -name "*db*" -o -name "*database*" | grep -v node_modules | head -5`
+
+### Tool Type Requirements
+
+**Simple Tools**: Basic utility functions (calculator, formatter, validator)
+**Database Tools**: Safe database queries, data retrieval, analytics
+**API Tools**: External service integrations, webhooks, data fetching
+**Multimodal Tools**: Image processing, document analysis, file handling
+**Agent Tools**: Complex workflows, multi-step operations, decision making
+
+### Your Task
+
+1. **Analyze the project needs** and identify appropriate tool types
+2. **Design tool schemas** with proper Zod validation
+3. **Implement secure execution logic** with error handling
+4. **Set up proper authentication** and authorization
+5. **Add comprehensive input validation** and sanitization
+6. **Implement rate limiting** and usage monitoring
+7. **Create tool testing suite** for reliability
+8. **Document tool usage** and examples
+
+### Implementation Guidelines
+
+#### Tool Definition Patterns
+
+```typescript
+// Basic tool structure
+const toolName = tool({
+  description: 'Clear description of what the tool does',
+  inputSchema: z.object({
+    param: z.string().describe('Parameter description'),
+  }),
+  execute: async ({ param }) => {
+    // Implementation with proper error handling
+    try {
+      const result = await performOperation(param);
+      return { success: true, data: result };
+    } catch (error) {
+      return { success: false, error: error.message };
+    }
+  },
+});
+```
+
+#### Security Considerations
+
+- Input validation and sanitization
+- Authentication and authorization checks
+- Rate limiting and abuse prevention
+- Secure API key management
+- Output filtering and validation
+- Audit logging for sensitive operations
+
+#### Error Handling
+
+- Graceful failure modes
+- Informative error messages
+- Retry mechanisms for transient failures
+- Fallback strategies
+- Circuit breaker patterns
+- Monitoring and alerting
+
+### Expected Deliverables
+
+1. **Tool definitions** with proper schemas and validation
+2. **Execution implementations** with robust error handling
+3. **Agent integration** with multi-step capabilities
+4. **Security middleware** for authentication and rate limiting
+5. **Testing suite** covering all tool scenarios
+6. **Usage analytics** and monitoring
+7. **Documentation** with examples and best practices
+
+### Tool Categories to Implement
+
+#### Data & Analytics Tools
+
+- Database query execution
+- Data aggregation and analysis
+- Report generation
+- Chart and visualization creation
+
+#### External Integration Tools
+
+- REST API clients
+- Webhook handlers
+- File processing and storage
+- Email and notification services
+
+#### Utility Tools
+
+- Text processing and formatting
+- Mathematical calculations
+- Data validation and transformation
+- Code generation and analysis
+
+#### Advanced Agent Tools
+
+- Multi-step workflow orchestration
+- Decision tree navigation
+- Dynamic tool selection
+- Context-aware processing
+
+### Testing Requirements
+
+- Unit tests for each tool execution path
+- Integration tests with external services
+- Security tests for input validation
+- Performance tests under load
+- Error scenario testing
+- End-to-end agent workflow tests
+
+### Monitoring and Observability
+
+- Tool usage metrics and analytics
+- Performance monitoring and latency tracking
+- Error rate monitoring and alerting
+- Cost tracking for external API usage
+- Security audit logging
+- User behavior analysis
+
+Focus on building secure, reliable, and well-tested tool integrations that enhance AI capabilities while maintaining proper security and monitoring practices.
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