{
  "id": "skill-area:performance-monitoring-profiling",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Performance Monitoring and Profiling",
    "description": "Observing live and test-time performance - tracing hot paths, measuring\nlatency/resource use, and turning telemetry into optimization decisions.\n",
    "domains": [
      "specialization:performance-optimization",
      "domain:observability"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:profiling-cpu",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:profiling-memory",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:cache-optimization",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:branch-prediction",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:simd",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:lock-free-data-structures",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:rate-limiting-api-throttle",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-agent:ai-agents-conversational--latency-optimizer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--performance-validation-agent",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:desktop-development--performance-test-engineer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:game-development--compatibility-tester",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:game-development--game-qa",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:software-architecture--performance-engineer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--algorithm-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--apm-instrumentation",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--caching-strategy-design",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--capacity-planning-analysis",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--continuous-profiling-setup",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-optimization-implementation",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-profiling-investigation",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--database-configuration-tuning",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--disk-io-profiling",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--distributed-tracing-implementation",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--endurance-testing",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--file-system-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--garbage-collection-tuning",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--index-strategy-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--load-test-execution",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--load-testing-framework-setup",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-allocation-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-leak-detection",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-profiling-analysis",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--microbenchmark-suite-development",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--n-plus-one-query-detection",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--network-io-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-baseline-assessment",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-regression-detection",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-slo-definition",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-tuning-recommendations",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--query-performance-analysis",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--real-user-monitoring-setup",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--stress-testing-analysis",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--performance-baseline-capturer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:desktop-development--bundle-size-analyzer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:desktop-development--memory-leak-detector",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:desktop-development--power-management-monitor",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:desktop-development--startup-time-profiler",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:desktop-development--wpf-high-dpi-analyzer",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--asset-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--console-performance",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:game-development--lod",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--mobile-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:game-development--occlusion-culling",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--shader-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--unity-profiler",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:software-architecture--performance-profiler",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}