{
  "id": "specialization:performance-optimization",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:performance-optimization",
      "to": "tool:perf",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:performance-optimization",
      "to": "tool:flamegraph",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:performance-optimization",
      "to": "tool:py-spy",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:performance-optimization",
      "to": "tool:k6",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:performance-optimization",
      "to": "tool:locust",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:performance-optimization",
      "to": "domain:software-engineering",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:performance-engineering",
      "to": "specialization:performance-optimization",
      "kind": "contains"
    },
    {
      "from": "domain:software-engineering",
      "to": "specialization:performance-optimization",
      "kind": "contains"
    },
    {
      "from": "role:principal-engineer",
      "to": "specialization:performance-optimization",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "skill-area:scalability-testing",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:caching-strategies",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:concurrency-multithreading",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:stress-testing",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:inference-performance-testing",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:memory-management-systems",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:distributed-caching",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:web-performance",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:profiling-cpu",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:profiling-memory",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:cache-optimization",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:branch-prediction",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:simd",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:lock-free-data-structures",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "lib-agent:performance-optimization--benchmarking-expert",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:performance-optimization--caching-architect",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:performance-optimization--io-performance-expert",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:performance-optimization--latency-optimization-expert",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:performance-optimization--throughput-optimization-expert",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--algorithm-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--apm-instrumentation",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--caching-strategy-design",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--capacity-planning-analysis",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--continuous-profiling-setup",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-optimization-implementation",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--cpu-profiling-investigation",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--database-configuration-tuning",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--disk-io-profiling",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--distributed-tracing-implementation",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--endurance-testing",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--file-system-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--garbage-collection-tuning",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--index-strategy-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--load-test-execution",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--load-testing-framework-setup",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-allocation-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-leak-detection",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--memory-profiling-analysis",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--microbenchmark-suite-development",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--n-plus-one-query-detection",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--network-io-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-baseline-assessment",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-regression-detection",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-slo-definition",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--performance-tuning-recommendations",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--query-performance-analysis",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--real-user-monitoring-setup",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--stress-testing-analysis",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--branch-prediction",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--distributed-caching",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--gatling-load-testing",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--lock-free-data-structures",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--memlab-analysis",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--network-buffers",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:performance-optimization--network-performance",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--nodejs-profiling",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:performance-optimization--simd",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "page:library-performance-optimization",
      "to": "specialization:performance-optimization",
      "kind": "documents"
    }
  ]
}