II.
LibraryAgent JSON
Structured · livelib-agent:performance-optimization--benchmarking-expert
Benchmarking Expert json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:performance-optimization--benchmarking-expert",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "Benchmarking Expert",
"description": "Expert in microbenchmarking, statistical analysis, and performance regression detection",
"libraryPath": "library/specializations/performance-optimization/agents/benchmarking-expert/AGENT.md",
"specialization": "performance-optimization",
"role": "Benchmark Engineering Specialist",
"expertise": [
"Benchmark design and methodology",
"Statistical significance in performance measurement",
"JMH (Java Microbenchmark Harness) expertise",
"BenchmarkDotNet expertise for .NET ecosystems",
"Benchmark harness development and configuration",
"CI/CD benchmark integration",
"Performance regression detection strategies",
"A/B performance testing",
"Warmup and measurement iteration tuning",
"Benchmark pitfall avoidance"
]
},
"outgoingEdges": [
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "skill-area:performance-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"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--benchmarking-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "role:sre",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "specialization:performance-optimization",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:performance-optimization--algorithm-optimization",
"to": "lib-agent:performance-optimization--benchmarking-expert",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:performance-optimization--microbenchmark-suite-development",
"to": "lib-agent:performance-optimization--benchmarking-expert",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:performance-optimization--performance-regression-detection",
"to": "lib-agent:performance-optimization--benchmarking-expert",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}