II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--clinical-operational-troubleshooting
clinical-operational-troubleshooting overview
Apply diagnostic reasoning to symptoms/problems, generating differential diagnoses and systematic elimination to identify root causes
Attributes
displayName
clinical-operational-troubleshooting
description
Apply diagnostic reasoning to symptoms/problems, generating differential diagnoses and systematic elimination to identify root causes
libraryPath
library/specializations/domains/science/scientific-discovery/clinical-operational-troubleshooting.js
specialization
scientific-discovery
example
// Input: { symptoms: ["high latency", "intermittent errors"], context: { system: "API gateway" }, systemDescription: {...} }
// Output: { diagnosis: { primary: "...", confidence: 0.85 }, differentialDiagnosis: [...], rootCauseAnalysis: {...} }
usesAgents
- diagnostic-specialist
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
None.