II.
LibraryAgent JSON
Structured · livelib-agent:scientific-discovery--root-cause-analyst
root-cause-analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:scientific-discovery--root-cause-analyst",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "root-cause-analyst",
"description": "Agent specialized in root cause analysis methods",
"libraryPath": "library/specializations/domains/science/scientific-discovery/agents/root-cause-analyst/AGENT.md",
"specialization": "scientific-discovery",
"role": "Root Cause Analysis Specialist",
"expertise": [
"5 Whys analysis",
"Fishbone diagrams",
"Fault tree analysis",
"Failure mode analysis",
"Systematic investigation"
]
},
"outgoingEdges": [
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "skill-area:deep-web-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "domain:scientific-discovery",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "role:research-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "workflow:peer-review-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "specialization:scientific-research-methods",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:scientific-discovery--root-cause-analyst",
"to": "specialization:scientific-discovery",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": [
{
"from": "lib-process:business-analysis--process-gap-analysis",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:business-analysis--resistance-management",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:business-analysis--solution-performance-assessment",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:business-strategy--lean-process-optimization",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:business-strategy--six-sigma-dmaic",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:customer-experience--churn-prevention",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:customer-experience--fcr-optimization",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:knowledge-management--after-action-review",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:knowledge-management--learning-from-failure",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:logistics--cycle-counting",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:logistics--dead-stock-management",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:logistics--shipment-tracking-visibility",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:operations--a3-problem-solving",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:supply-chain--forecast-accuracy",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:industrial-engineering--kaizen-event",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:materials-science--failure-analysis",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:scientific-discovery--diagnostic-reasoning",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:scientific-discovery--five-whys-analysis",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:healthcare--denial-prevention-management",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:healthcare--root-cause-analysis-healthcare",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:product-management--conversion-funnel-analysis",
"to": "lib-agent:scientific-discovery--root-cause-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}