Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 96 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:quantum-computing--resource-estimator	role:computational-scientist	Role
lib-skill:quantum-computing--statevector-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--statevector-simulator	role:research-engineer	Role
lib-skill:quantum-computing--stim-simulator	role:research-engineer	Role
lib-skill:quantum-computing--stim-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--tensor-network-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--tensor-network-simulator	role:research-scientist	Role
lib-skill:quantum-computing--tket-compiler	role:research-engineer	Role
lib-skill:quantum-computing--tket-compiler	role:computational-scientist	Role
lib-skill:quantum-computing--trotter-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--trotter-simulator	role:research-scientist	Role
lib-skill:quantum-computing--vqc-trainer	role:research-engineer	Role
lib-skill:quantum-computing--vqc-trainer	role:ml-engineer	Role
lib-skill:scientific-discovery--academic-writing-assistant	role:research-engineer	Role
lib-skill:scientific-discovery--academic-writing-assistant	role:computational-scientist	Role
lib-skill:scientific-discovery--analogy-mapper	role:research-engineer	Role
lib-skill:scientific-discovery--analogy-mapper	role:computational-scientist	Role
lib-skill:scientific-discovery--bayesian-inference-engine	role:research-engineer	Role
lib-skill:scientific-discovery--bayesian-inference-engine	role:computational-scientist	Role
lib-skill:scientific-discovery--causal-inference-engine	role:research-engineer	Role
lib-skill:scientific-discovery--causal-inference-engine	role:computational-scientist	Role
lib-skill:scientific-discovery--checklist-validator	role:research-engineer	Role
lib-skill:scientific-discovery--checklist-validator	role:computational-scientist	Role
lib-skill:scientific-discovery--connected-papers-mapper	role:research-engineer	Role
lib-skill:scientific-discovery--connected-papers-mapper	role:computational-scientist	Role
lib-skill:scientific-discovery--data-versioning-manager	role:research-engineer	Role
lib-skill:scientific-discovery--data-versioning-manager	role:computational-scientist	Role
lib-skill:scientific-discovery--doe-optimizer	role:research-engineer	Role
lib-skill:scientific-discovery--doe-optimizer	role:computational-scientist	Role
lib-skill:scientific-discovery--elicit-research-assistant	role:research-engineer	Role
lib-skill:scientific-discovery--elicit-research-assistant	role:computational-scientist	Role
lib-skill:scientific-discovery--formal-logic-reasoner	role:research-engineer	Role
lib-skill:scientific-discovery--formal-logic-reasoner	role:computational-scientist	Role
lib-skill:scientific-discovery--hypothesis-generator	role:research-engineer	Role
lib-skill:scientific-discovery--hypothesis-generator	role:computational-scientist	Role
lib-skill:scientific-discovery--interactive-dashboard-builder	role:research-engineer	Role
lib-skill:scientific-discovery--interactive-dashboard-builder	role:computational-scientist	Role
lib-skill:scientific-discovery--jupyter-reproducibility-checker	role:research-engineer	Role
lib-skill:scientific-discovery--jupyter-reproducibility-checker	role:computational-scientist	Role
lib-skill:scientific-discovery--latex-document-compiler	role:research-engineer	Role
lib-skill:scientific-discovery--latex-document-compiler	role:computational-scientist	Role
lib-skill:scientific-discovery--meta-analysis-engine	role:research-engineer	Role
lib-skill:scientific-discovery--meta-analysis-engine	role:computational-scientist	Role
lib-skill:scientific-discovery--network-visualizer	role:research-engineer	Role
lib-skill:scientific-discovery--network-visualizer	role:computational-scientist	Role
lib-skill:scientific-discovery--osf-workflow-integrator	role:research-engineer	Role
lib-skill:scientific-discovery--osf-workflow-integrator	role:computational-scientist	Role
lib-skill:scientific-discovery--peer-review-simulator	role:research-engineer	Role
lib-skill:scientific-discovery--peer-review-simulator	role:computational-scientist	Role
lib-skill:scientific-discovery--power-analysis-calculator	role:research-engineer	Role
lib-skill:scientific-discovery--power-analysis-calculator	role:computational-scientist	Role
lib-skill:scientific-discovery--protocol-builder	role:research-engineer	Role
lib-skill:scientific-discovery--protocol-builder	role:computational-scientist	Role
lib-skill:scientific-discovery--pubmed-literature-miner	role:research-engineer	Role
lib-skill:scientific-discovery--pubmed-literature-miner	role:computational-scientist	Role
lib-skill:scientific-discovery--randomization-generator	role:research-engineer	Role
lib-skill:scientific-discovery--randomization-generator	role:computational-scientist	Role
lib-skill:scientific-discovery--regression-analyzer	role:research-engineer	Role
lib-skill:scientific-discovery--regression-analyzer	role:computational-scientist	Role
lib-skill:scientific-discovery--replication-feasibility-assessor	role:research-engineer	Role
lib-skill:scientific-discovery--replication-feasibility-assessor	role:computational-scientist	Role
lib-skill:scientific-discovery--scientific-figure-generator	role:research-engineer	Role
lib-skill:scientific-discovery--scientific-figure-generator	role:computational-scientist	Role
lib-skill:scientific-discovery--semantic-scholar-search	role:research-engineer	Role
lib-skill:scientific-discovery--semantic-scholar-search	role:computational-scientist	Role
lib-skill:scientific-discovery--statistical-reporting-formatter	role:research-engineer	Role
lib-skill:scientific-discovery--statistical-reporting-formatter	role:computational-scientist	Role
lib-skill:scientific-discovery--statistical-test-selector	role:research-engineer	Role
lib-skill:scientific-discovery--statistical-test-selector	role:computational-scientist	Role
lib-skill:scientific-discovery--systems-dynamics-modeler	role:research-engineer	Role
lib-skill:scientific-discovery--systems-dynamics-modeler	role:computational-scientist	Role
lib-skill:scientific-discovery--time-series-analyzer	role:research-engineer	Role
lib-skill:scientific-discovery--time-series-analyzer	role:computational-scientist	Role
lib-skill:scientific-discovery--triz-contradiction-solver	role:research-engineer	Role
lib-skill:scientific-discovery--triz-contradiction-solver	role:computational-scientist	Role
lib-skill:scientific-discovery--zotero-reference-manager	role:research-engineer	Role
lib-skill:scientific-discovery--zotero-reference-manager	role:computational-scientist	Role
lib-skill:arts-culture--character-development	role:creative-director	Role
lib-skill:arts-culture--character-development	role:ux-writer	Role
lib-skill:arts-culture--dialogue-crafting	role:ux-writer	Role
lib-skill:arts-culture--dialogue-crafting	role:creative-director	Role
lib-skill:arts-culture--genre-analysis-film	role:research-analyst	Role
lib-skill:arts-culture--genre-analysis-film	role:creative-director	Role
lib-skill:arts-culture--logline-writing	role:content-strategist	Role
lib-skill:arts-culture--logline-writing	role:creative-director	Role
lib-skill:arts-culture--scene-writing	role:ux-writer	Role
lib-skill:arts-culture--scene-writing	role:creative-director	Role
lib-skill:arts-culture--screenplay-formatting	role:technical-writer	Role
lib-skill:arts-culture--screenplay-formatting	role:ux-writer	Role
lib-skill:arts-culture--shot-composition	role:creative-director	Role
lib-skill:arts-culture--shot-composition	role:design-lead	Role
lib-skill:arts-culture--sound-design-direction	role:creative-director	Role
lib-skill:arts-culture--sound-design-direction	role:media-engineer	Role
lib-skill:arts-culture--storyboard-prompting	role:creative-director	Role
lib-skill:arts-culture--storyboard-prompting	role:design-lead	Role
lib-skill:arts-culture--treatment-writing	role:content-strategist	Role
lib-skill:arts-culture--treatment-writing	role:creative-director	Role
lib-skill:arts-culture--video-prompt-engineering	role:creative-director	Role
lib-skill:arts-culture--video-prompt-engineering	role:media-engineer	Role
lib-skill:arts-culture--world-building	role:creative-director	Role