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skill-area:profiling-cpua5c.ai
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SkillArea JSON

skill-area:profiling-cpu

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CPU Profiling json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/skill-areas-networking-perf.yamlCluster · domain
Record JSON
{
  "id": "skill-area:profiling-cpu",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-networking-perf.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "CPU Profiling",
    "description": "Sampling and instrumented CPU profiling — perf, flamegraphs,\npprof, py-spy — and bottleneck triage.\n",
    "domains": [
      "specialization:performance-optimization"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:profiling-cpu",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:profiling-cpu",
      "to": "tool:perf",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:profiling-cpu",
      "to": "tool:flamegraph",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:profiling-cpu",
      "to": "tool:py-spy",
      "kind": "uses_tool"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "skill-area:profiling-cpu",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "tool:perf",
      "to": "skill-area:profiling-cpu",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:flamegraph",
      "to": "skill-area:profiling-cpu",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:py-spy",
      "to": "skill-area:profiling-cpu",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "lib-agent:performance-optimization--benchmarking-expert",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:performance-optimization--io-performance-expert",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:performance-optimization--latency-optimization-expert",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:performance-optimization--throughput-optimization-expert",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:programming-languages--compiler-performance-engineer",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:programming-languages--jit-specialist",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--algorithm-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--apm-instrumentation",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--caching-strategy-design",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--capacity-planning-analysis",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--continuous-profiling-setup",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-optimization-implementation",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-profiling-investigation",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--database-configuration-tuning",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--disk-io-profiling",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--distributed-tracing-implementation",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--endurance-testing",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--file-system-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--garbage-collection-tuning",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--index-strategy-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--load-test-execution",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--load-testing-framework-setup",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-allocation-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-leak-detection",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-profiling-analysis",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--microbenchmark-suite-development",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--n-plus-one-query-detection",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--network-io-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-baseline-assessment",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-regression-detection",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-slo-definition",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-tuning-recommendations",
      "to": "skill-area:profiling-cpu",
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      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--query-performance-analysis",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--real-user-monitoring-setup",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--stress-testing-analysis",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:desktop-development--startup-time-profiler",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:performance-optimization--nodejs-profiling",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:programming-languages--jit-compilation",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "role:debugger",
      "to": "skill-area:profiling-cpu",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:perf-regression-detector",
      "to": "skill-area:profiling-cpu",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:performance-engineer",
      "to": "skill-area:profiling-cpu",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:load-testing-pipeline",
      "to": "skill-area:profiling-cpu",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:latency-profiling-deep-dive",
      "to": "skill-area:profiling-cpu",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}

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