{
  "id": "lib-process:embedded-systems--real-time-performance-validation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/embedded-systems/real-time-performance-validation",
    "description": "Real-Time Performance Validation - Systematic measurement and analysis of timing behavior including\nworst-case execution time (WCET), interrupt latency, context switch overhead, and deadline adherence to ensure\nreal-time requirements are met.",
    "libraryPath": "library/specializations/embedded-systems/real-time-performance-validation.js",
    "specialization": "embedded-systems",
    "references": [
      "- Real-Time System Performance Analysis: https://www.embedded.com/real-time-system-performance-analysis/",
      "- WCET Analysis: https://interrupt.memfault.com/blog/profiling-firmware-on-cortex-m",
      "- Real-Time Systems: https://www.freertos.org/Documentation/RTOS_book.html"
    ],
    "example": "const result = await orchestrate('specializations/embedded-systems/real-time-performance-validation', {\n  projectName: 'MotorController',\n  targetMcu: 'STM32F407VG',\n  tasks: ['control_loop', 'sensor_read', 'communication'],\n  deadlines: { control_loop: '100us', sensor_read: '1ms' }\n});",
    "usesAgents": [
      "performance-optimization-agent",
      "embedded-tech-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "skill-area:rtos-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "skill-area:firmware-development",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "skill-area:timing-closure",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "domain:embedded-systems",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "role:embedded-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "workflow:firmware-release-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "specialization:embedded-systems",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "lib-agent:embedded-systems--performance-optimization-agent",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:embedded-systems--real-time-performance-validation",
      "to": "lib-agent:embedded-systems--embedded-tech-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}