{
  "id": "lib-process:embedded-systems--dma-optimization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/embedded-systems/dma-optimization",
    "description": "DMA Optimization - Configuring Direct Memory Access controllers for efficient data transfers, reducing\nCPU overhead, and optimizing memory bandwidth for high-throughput applications.",
    "libraryPath": "library/specializations/embedded-systems/dma-optimization.js",
    "specialization": "embedded-systems",
    "references": [
      "- DMA Basics: https://interrupt.memfault.com/blog/introduction-to-dma",
      "- DMA Performance: https://www.embedded.com/dma-fundamentals-on-various-platforms/",
      "- Circular DMA: https://www.st.com/resource/en/application_note/dm00046011-using-the-stm32f2-stm32f4-and-stm32f7-series-dma-controller-stmicroelectronics.pdf"
    ],
    "example": "const result = await orchestrate('specializations/embedded-systems/dma-optimization', {\n  projectName: 'AudioProcessor',\n  targetMcu: 'STM32F407',\n  dataStreams: ['ADC', 'DAC', 'SPI_RX', 'SPI_TX'],\n  throughputReq: '10MB/s'\n});",
    "usesAgents": [
      "performance-optimization-agent",
      "embedded-tech-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "skill-area:rtos-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "skill-area:firmware-development",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "domain:embedded-systems",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "role:embedded-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "workflow:firmware-release-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "specialization:embedded-systems",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "lib-agent:embedded-systems--performance-optimization-agent",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:embedded-systems--dma-optimization",
      "to": "lib-agent:embedded-systems--embedded-tech-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}