Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 78 of 105

lib_involves_role ledger

a library artifact involves or is used by a role

Pairs · 10,493Cardinality · N:N

from	to	to kind
lib-skill:decision-intelligence--competitive-intelligence-tracker	role:strategic-planner	Role
lib-skill:decision-intelligence--competitive-intelligence-tracker	role:marketing-strategist	Role
lib-skill:decision-intelligence--constraint-satisfaction-solver	role:data-scientist	Role
lib-skill:decision-intelligence--constraint-satisfaction-solver	role:data-analyst	Role
lib-skill:decision-intelligence--constraint-satisfaction-solver	role:operations-analyst	Role
lib-skill:decision-intelligence--data-storytelling	role:data-analyst	Role
lib-skill:decision-intelligence--data-storytelling	role:bi-developer	Role
lib-skill:decision-intelligence--data-storytelling	role:business-analyst	Role
lib-skill:decision-intelligence--decision-journal	role:strategic-planner	Role
lib-skill:decision-intelligence--decision-journal	role:business-analyst	Role
lib-skill:decision-intelligence--decision-journal	role:data-analyst	Role
lib-skill:decision-intelligence--decision-tree-builder	role:data-analyst	Role
lib-skill:decision-intelligence--decision-tree-builder	role:strategic-planner	Role
lib-skill:decision-intelligence--decision-tree-builder	role:business-analyst	Role
lib-skill:decision-intelligence--decision-visualization	role:data-analyst	Role
lib-skill:decision-intelligence--decision-visualization	role:bi-developer	Role
lib-skill:decision-intelligence--decision-visualization	role:strategic-planner	Role
lib-skill:decision-intelligence--electre-comparator	role:data-analyst	Role
lib-skill:decision-intelligence--electre-comparator	role:business-analyst	Role
lib-skill:decision-intelligence--electre-comparator	role:strategic-planner	Role
lib-skill:decision-intelligence--genetic-algorithm-optimizer	role:data-scientist	Role
lib-skill:decision-intelligence--genetic-algorithm-optimizer	role:quantitative-analyst	Role
lib-skill:decision-intelligence--genetic-algorithm-optimizer	role:operations-analyst	Role
lib-skill:decision-intelligence--hypothesis-tracker	role:data-analyst	Role
lib-skill:decision-intelligence--hypothesis-tracker	role:research-scientist	Role
lib-skill:decision-intelligence--hypothesis-tracker	role:business-analyst	Role
lib-skill:decision-intelligence--kpi-tracker	role:data-analyst	Role
lib-skill:decision-intelligence--kpi-tracker	role:business-analyst	Role
lib-skill:decision-intelligence--kpi-tracker	role:bi-developer	Role
lib-skill:decision-intelligence--linear-programming-solver	role:data-scientist	Role
lib-skill:decision-intelligence--linear-programming-solver	role:quantitative-analyst	Role
lib-skill:decision-intelligence--linear-programming-solver	role:operations-analyst	Role
lib-skill:decision-intelligence--market-research-aggregator	role:data-analyst	Role
lib-skill:decision-intelligence--market-research-aggregator	role:strategic-planner	Role
lib-skill:decision-intelligence--market-research-aggregator	role:marketing-strategist	Role
lib-skill:decision-intelligence--monte-carlo-engine	role:data-scientist	Role
lib-skill:decision-intelligence--monte-carlo-engine	role:quantitative-analyst	Role
lib-skill:decision-intelligence--monte-carlo-engine	role:risk-analyst	Role
lib-skill:decision-intelligence--pre-mortem-facilitator	role:strategic-planner	Role
lib-skill:decision-intelligence--pre-mortem-facilitator	role:business-analyst	Role
lib-skill:decision-intelligence--pre-mortem-facilitator	role:data-analyst	Role
lib-skill:decision-intelligence--promethee-evaluator	role:data-analyst	Role
lib-skill:decision-intelligence--promethee-evaluator	role:business-analyst	Role
lib-skill:decision-intelligence--promethee-evaluator	role:strategic-planner	Role
lib-skill:decision-intelligence--real-options-analyzer	role:financial-analyst	Role
lib-skill:decision-intelligence--real-options-analyzer	role:quantitative-analyst	Role
lib-skill:decision-intelligence--real-options-analyzer	role:strategic-planner	Role
lib-skill:decision-intelligence--reference-class-forecaster	role:data-analyst	Role
lib-skill:decision-intelligence--reference-class-forecaster	role:strategic-planner	Role
lib-skill:decision-intelligence--reference-class-forecaster	role:research-scientist	Role
lib-skill:decision-intelligence--risk-distribution-fitter	role:quantitative-analyst	Role
lib-skill:decision-intelligence--risk-distribution-fitter	role:risk-analyst	Role
lib-skill:decision-intelligence--risk-distribution-fitter	role:data-scientist	Role
lib-skill:decision-intelligence--risk-register-manager	role:risk-analyst	Role
lib-skill:decision-intelligence--risk-register-manager	role:business-analyst	Role
lib-skill:decision-intelligence--risk-register-manager	role:strategic-planner	Role
lib-skill:decision-intelligence--scenario-narrative-generator	role:strategic-planner	Role
lib-skill:decision-intelligence--scenario-narrative-generator	role:business-analyst	Role
lib-skill:decision-intelligence--scenario-narrative-generator	role:data-analyst	Role
lib-skill:decision-intelligence--sensitivity-analyzer	role:data-scientist	Role
lib-skill:decision-intelligence--sensitivity-analyzer	role:quantitative-analyst	Role
lib-skill:decision-intelligence--sensitivity-analyzer	role:financial-analyst	Role
lib-skill:decision-intelligence--stakeholder-preference-elicitor	role:strategic-planner	Role
lib-skill:decision-intelligence--stakeholder-preference-elicitor	role:business-analyst	Role
lib-skill:decision-intelligence--stakeholder-preference-elicitor	role:data-analyst	Role
lib-skill:decision-intelligence--system-dynamics-modeler	role:data-scientist	Role
lib-skill:decision-intelligence--system-dynamics-modeler	role:research-scientist	Role
lib-skill:decision-intelligence--system-dynamics-modeler	role:strategic-planner	Role
lib-skill:decision-intelligence--time-series-forecaster	role:data-scientist	Role
lib-skill:decision-intelligence--time-series-forecaster	role:data-analyst	Role
lib-skill:decision-intelligence--time-series-forecaster	role:analytics-engineer	Role
lib-skill:decision-intelligence--topsis-ranker	role:data-analyst	Role
lib-skill:decision-intelligence--topsis-ranker	role:business-analyst	Role
lib-skill:decision-intelligence--topsis-ranker	role:strategic-planner	Role
lib-skill:decision-intelligence--value-at-risk-calculator	role:quantitative-analyst	Role
lib-skill:decision-intelligence--value-at-risk-calculator	role:risk-analyst	Role
lib-skill:decision-intelligence--value-at-risk-calculator	role:financial-analyst	Role
lib-skill:decision-intelligence--war-game-orchestrator	role:strategic-planner	Role
lib-skill:decision-intelligence--war-game-orchestrator	role:business-analyst	Role
lib-skill:decision-intelligence--war-game-orchestrator	role:marketing-strategist	Role
lib-skill:digital-marketing--bi-reporting	role:marketing-strategist	Role
lib-skill:digital-marketing--bi-reporting	role:marketing-manager	Role
lib-skill:digital-marketing--crm-integration	role:marketing-strategist	Role
lib-skill:digital-marketing--crm-integration	role:marketing-manager	Role
lib-skill:digital-marketing--digital-advertising	role:marketing-manager	Role
lib-skill:digital-marketing--link-building-outreach	role:marketing-strategist	Role
lib-skill:digital-marketing--link-building-outreach	role:marketing-manager	Role
lib-skill:digital-marketing--marketing-automation	role:marketing-manager	Role
lib-skill:digital-marketing--video-marketing	role:marketing-strategist	Role
lib-skill:digital-marketing--video-marketing	role:marketing-manager	Role
lib-skill:entrepreneurship--competitor-analysis	role:strategic-planner	Role
lib-skill:entrepreneurship--competitor-analysis	role:business-analyst	Role
lib-skill:entrepreneurship--competitor-analysis	role:marketing-strategist	Role
lib-skill:entrepreneurship--data-room	role:financial-analyst	Role
lib-skill:entrepreneurship--data-room	role:strategic-planner	Role
lib-skill:entrepreneurship--data-room	role:business-analyst	Role
lib-skill:entrepreneurship--investor-crm	role:financial-analyst	Role
lib-skill:entrepreneurship--investor-crm	role:strategic-planner	Role
lib-skill:entrepreneurship--investor-crm	role:partnerships-manager	Role
lib-skill:entrepreneurship--investor-updates	role:financial-analyst	Role