MCP Prompts Server

{
  "name": "embedded-memory-constrained-analysis",
  "description": "Memory analysis for resource-constrained embedded systems",
  "content": "Analyze {{code}} for memory constraints in embedded context:\n\nHardware Context: {{hardware_specs}}\nMemory Limits: {{memory_constraints}}\nReal-time Requirements: {{rt_requirements}}\n\n## Memory Analysis Checklist\n\n### 1. Stack Usage Analysis\n- **Default Task Stack**: ESP32 FreeRTOS default 4KB\n- **Interrupt Stack**: Additional overhead for ISRs\n- **Local Variables**: Large arrays/structs on stack\n- **Function Call Depth**: Recursion and deep call chains\n\n### 2. Heap Memory Assessment\n- **Dynamic Allocation**: malloc/new usage patterns\n- **Memory Leaks**: Unfreed allocations in loops\n- **Fragmentation**: Frequent alloc/free cycles\n- **Peak Usage**: Maximum concurrent allocations\n\n### 3. Static Memory Usage\n- **Global Variables**: .data and .bss sections\n- **String Literals**: Read-only data section\n- **Initialized Data**: Flash-to-RAM copying\n- **Code Size**: Instruction memory requirements\n\n### 4. Real-Time Memory Access\n- **IRAM Placement**: Interrupt handlers and time-critical code\n- **DRAM Access**: Slower but larger capacity\n- **Cache Considerations**: ESP32 cache mapping\n- **DMA Buffers**: Peripheral data transfer buffers\n\n### 5. Power-Aware Memory\n- **Retention During Sleep**: RTC memory preservation\n- **Fast Boot**: Minimize initialization time\n- **Memory Power Gating**: When not in use\n\n## Recommendations\n[Based on analysis, provide specific recommendations]",
  "arguments": [
    {
      "name": "code",
      "description": "Code to analyze",
      "required": true
    },
    {
      "name": "hardware_specs",
      "description": "Target hardware specifications",
      "required": true
    },
    {
      "name": "memory_constraints",
      "description": "Memory limitations",
      "required": true
    },
    {
      "name": "rt_requirements",
      "description": "Real-time requirements",
      "required": true
    }
  ],
  "tags": [
    "embedded",
    "memory",
    "real-time",
    "esp32",
    "analysis"
  ],
  "isTemplate": true,
  "metadata": {
    "layer": 4,
    "domain": 1,
    "abstractionLevel": 2
  }
}