Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 81 of 107

lib_involves_role ledger

a library artifact involves or is used by a role

Pairs · 10,628Cardinality · N:N

from	to	to kind
lib-skill:human-resources--okr-management	role:hr-manager	Role
lib-skill:human-resources--okr-management	role:talent-recruiter	Role
lib-skill:human-resources--onboarding-workflow	role:hr-manager	Role
lib-skill:human-resources--onboarding-workflow	role:talent-recruiter	Role
lib-skill:human-resources--pay-equity	role:hr-manager	Role
lib-skill:human-resources--pay-equity	role:talent-recruiter	Role
lib-skill:human-resources--performance-review	role:hr-manager	Role
lib-skill:human-resources--performance-review	role:talent-recruiter	Role
lib-skill:human-resources--pip-documentation	role:hr-manager	Role
lib-skill:human-resources--pip-documentation	role:talent-recruiter	Role
lib-skill:human-resources--resume-screening	role:hr-manager	Role
lib-skill:human-resources--resume-screening	role:talent-recruiter	Role
lib-skill:human-resources--succession-planning	role:hr-manager	Role
lib-skill:human-resources--succession-planning	role:talent-recruiter	Role
lib-skill:human-resources--training-needs	role:hr-manager	Role
lib-skill:human-resources--training-needs	role:talent-recruiter	Role
lib-skill:human-resources--turnover-analytics	role:hr-manager	Role
lib-skill:human-resources--turnover-analytics	role:talent-recruiter	Role
lib-skill:human-resources--workforce-planning	role:hr-manager	Role
lib-skill:human-resources--workforce-planning	role:talent-recruiter	Role
lib-skill:knowledge-management--autocomplete-engine	role:information-architect	Role
lib-skill:knowledge-management--autocomplete-engine	role:data-engineer	Role
lib-skill:knowledge-management--autocomplete-engine	role:analytics-engineer	Role
lib-skill:knowledge-management--knowledge-analytics	role:information-architect	Role
lib-skill:knowledge-management--knowledge-analytics	role:data-analyst	Role
lib-skill:knowledge-management--knowledge-analytics	role:analytics-engineer	Role
lib-skill:knowledge-management--semantic-similarity	role:information-architect	Role
lib-skill:knowledge-management--semantic-similarity	role:data-scientist	Role
lib-skill:knowledge-management--semantic-similarity	role:analytics-engineer	Role
lib-skill:legal--board-governance	role:legal-counsel	Role
lib-skill:legal--board-governance	role:compliance-officer	Role
lib-skill:legal--corporate-records	role:legal-counsel	Role
lib-skill:legal--corporate-records	role:compliance-officer	Role
lib-skill:legal--entity-management	role:legal-counsel	Role
lib-skill:legal--entity-management	role:compliance-officer	Role
lib-skill:legal--policy-management	role:legal-counsel	Role
lib-skill:legal--policy-management	role:compliance-officer	Role
lib-skill:logistics--abc-xyz-classifier	role:supply-chain-analyst	Role
lib-skill:logistics--abc-xyz-classifier	role:operations-analyst	Role
lib-skill:logistics--abc-xyz-classifier	role:procurement-manager	Role
lib-skill:logistics--carbon-footprint-calculator	role:supply-chain-analyst	Role
lib-skill:logistics--carbon-footprint-calculator	role:operations-analyst	Role
lib-skill:logistics--carbon-footprint-calculator	role:procurement-manager	Role
lib-skill:logistics--carrier-selection-optimizer	role:supply-chain-analyst	Role
lib-skill:logistics--carrier-selection-optimizer	role:procurement-manager	Role
lib-skill:logistics--carrier-selection-optimizer	role:operations-analyst	Role
lib-skill:logistics--cross-dock-orchestrator	role:supply-chain-analyst	Role
lib-skill:logistics--cross-dock-orchestrator	role:operations-analyst	Role
lib-skill:logistics--cross-dock-orchestrator	role:procurement-manager	Role
lib-skill:logistics--cycle-count-scheduler	role:supply-chain-analyst	Role
lib-skill:logistics--cycle-count-scheduler	role:operations-analyst	Role
lib-skill:logistics--cycle-count-scheduler	role:procurement-manager	Role
lib-skill:logistics--dead-stock-identifier	role:supply-chain-analyst	Role
lib-skill:logistics--dead-stock-identifier	role:operations-analyst	Role
lib-skill:logistics--dead-stock-identifier	role:procurement-manager	Role
lib-skill:logistics--demand-forecasting-engine	role:supply-chain-analyst	Role
lib-skill:logistics--demand-forecasting-engine	role:operations-analyst	Role
lib-skill:logistics--demand-forecasting-engine	role:data-analyst	Role
lib-skill:logistics--demand-sensing-integrator	role:supply-chain-analyst	Role
lib-skill:logistics--demand-sensing-integrator	role:operations-analyst	Role
lib-skill:logistics--demand-sensing-integrator	role:data-analyst	Role
lib-skill:logistics--dock-scheduling-coordinator	role:supply-chain-analyst	Role
lib-skill:logistics--dock-scheduling-coordinator	role:operations-analyst	Role
lib-skill:logistics--dock-scheduling-coordinator	role:procurement-manager	Role
lib-skill:logistics--driver-scheduling-optimizer	role:supply-chain-analyst	Role
lib-skill:logistics--driver-scheduling-optimizer	role:operations-analyst	Role
lib-skill:logistics--driver-scheduling-optimizer	role:procurement-manager	Role
lib-skill:logistics--fifo-lifo-controller	role:supply-chain-analyst	Role
lib-skill:logistics--fifo-lifo-controller	role:operations-analyst	Role
lib-skill:logistics--fifo-lifo-controller	role:procurement-manager	Role
lib-skill:logistics--fleet-analytics-dashboard	role:supply-chain-analyst	Role
lib-skill:logistics--fleet-analytics-dashboard	role:operations-analyst	Role
lib-skill:logistics--fleet-analytics-dashboard	role:business-analyst	Role
lib-skill:logistics--freight-audit-validator	role:supply-chain-analyst	Role
lib-skill:logistics--freight-audit-validator	role:procurement-manager	Role
lib-skill:logistics--freight-audit-validator	role:financial-analyst	Role
lib-skill:logistics--incoterms-compliance-checker	role:supply-chain-analyst	Role
lib-skill:logistics--incoterms-compliance-checker	role:procurement-manager	Role
lib-skill:logistics--incoterms-compliance-checker	role:compliance-officer	Role
lib-skill:logistics--labor-productivity-optimizer	role:supply-chain-analyst	Role
lib-skill:logistics--labor-productivity-optimizer	role:operations-analyst	Role
lib-skill:logistics--labor-productivity-optimizer	role:hr-manager	Role
lib-skill:logistics--last-mile-delivery-optimizer	role:supply-chain-analyst	Role
lib-skill:logistics--last-mile-delivery-optimizer	role:operations-analyst	Role
lib-skill:logistics--last-mile-delivery-optimizer	role:procurement-manager	Role
lib-skill:logistics--load-optimization-calculator	role:supply-chain-analyst	Role
lib-skill:logistics--load-optimization-calculator	role:operations-analyst	Role
lib-skill:logistics--load-optimization-calculator	role:procurement-manager	Role
lib-skill:logistics--logistics-kpi-tracker	role:supply-chain-analyst	Role
lib-skill:logistics--logistics-kpi-tracker	role:operations-analyst	Role
lib-skill:logistics--logistics-kpi-tracker	role:business-analyst	Role
lib-skill:logistics--network-optimization-modeler	role:supply-chain-analyst	Role
lib-skill:logistics--network-optimization-modeler	role:operations-analyst	Role
lib-skill:logistics--network-optimization-modeler	role:strategic-planner	Role
lib-skill:logistics--omnichannel-fulfillment-allocator	role:supply-chain-analyst	Role
lib-skill:logistics--omnichannel-fulfillment-allocator	role:operations-analyst	Role
lib-skill:logistics--omnichannel-fulfillment-allocator	role:procurement-manager	Role
lib-skill:logistics--predictive-maintenance-scheduler	role:supply-chain-analyst	Role
lib-skill:logistics--predictive-maintenance-scheduler	role:operations-analyst	Role
lib-skill:logistics--predictive-maintenance-scheduler	role:procurement-manager	Role