Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 93 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:mathematics--combinatorial-enumeration	role:research-scientist	Role
lib-skill:mathematics--computational-environment-manager	role:research-scientist	Role
lib-skill:mathematics--computational-environment-manager	role:computational-scientist	Role
lib-skill:mathematics--convex-optimization-solver	role:computational-scientist	Role
lib-skill:mathematics--convex-optimization-solver	role:research-engineer	Role
lib-skill:mathematics--coq-proof-assistant	role:computational-scientist	Role
lib-skill:mathematics--coq-proof-assistant	role:research-scientist	Role
lib-skill:mathematics--counterexample-generator	role:computational-scientist	Role
lib-skill:mathematics--counterexample-generator	role:research-scientist	Role
lib-skill:mathematics--derivative-free-optimization	role:computational-scientist	Role
lib-skill:mathematics--derivative-free-optimization	role:research-engineer	Role
lib-skill:mathematics--diagram-generator	role:research-scientist	Role
lib-skill:mathematics--diagram-generator	role:computational-scientist	Role
lib-skill:mathematics--floating-point-analysis	role:computational-scientist	Role
lib-skill:mathematics--floating-point-analysis	role:research-engineer	Role
lib-skill:mathematics--graph-algorithm-library	role:computational-scientist	Role
lib-skill:mathematics--graph-algorithm-library	role:research-engineer	Role
lib-skill:mathematics--interpolation-approximation	role:computational-scientist	Role
lib-skill:mathematics--interpolation-approximation	role:research-engineer	Role
lib-skill:mathematics--isabelle-hol-interface	role:computational-scientist	Role
lib-skill:mathematics--isabelle-hol-interface	role:research-scientist	Role
lib-skill:mathematics--latex-math-formatter	role:research-scientist	Role
lib-skill:mathematics--latex-math-formatter	role:computational-scientist	Role
lib-skill:mathematics--lean-proof-assistant	role:computational-scientist	Role
lib-skill:mathematics--lean-proof-assistant	role:research-scientist	Role
lib-skill:mathematics--math-notation-validator	role:research-scientist	Role
lib-skill:mathematics--math-notation-validator	role:computational-scientist	Role
lib-skill:mathematics--mathematica-wolfram-interface	role:computational-scientist	Role
lib-skill:mathematics--mathematica-wolfram-interface	role:research-scientist	Role
lib-skill:mathematics--mathscinet-interface	role:research-scientist	Role
lib-skill:mathematics--mathscinet-interface	role:computational-scientist	Role
lib-skill:mathematics--maxima-cas-interface	role:computational-scientist	Role
lib-skill:mathematics--maxima-cas-interface	role:research-scientist	Role
lib-skill:mathematics--mcmc-diagnostics	role:research-scientist	Role
lib-skill:mathematics--mcmc-diagnostics	role:data-scientist	Role
lib-skill:mathematics--mixed-integer-optimization	role:computational-scientist	Role
lib-skill:mathematics--mixed-integer-optimization	role:research-engineer	Role
lib-skill:mathematics--monte-carlo-simulation	role:research-scientist	Role
lib-skill:mathematics--monte-carlo-simulation	role:data-scientist	Role
lib-skill:mathematics--multiple-testing-correction	role:research-scientist	Role
lib-skill:mathematics--multiple-testing-correction	role:data-scientist	Role
lib-skill:mathematics--nonlinear-optimization-solver	role:computational-scientist	Role
lib-skill:mathematics--nonlinear-optimization-solver	role:research-engineer	Role
lib-skill:mathematics--numerical-linear-algebra-toolkit	role:computational-scientist	Role
lib-skill:mathematics--numerical-linear-algebra-toolkit	role:research-engineer	Role
lib-skill:mathematics--ode-solver-library	role:computational-scientist	Role
lib-skill:mathematics--ode-solver-library	role:research-engineer	Role
lib-skill:mathematics--pde-solver-library	role:computational-scientist	Role
lib-skill:mathematics--pde-solver-library	role:research-engineer	Role
lib-skill:mathematics--polynomial-chaos-expansion	role:research-scientist	Role
lib-skill:mathematics--polynomial-chaos-expansion	role:data-scientist	Role
lib-skill:mathematics--power-sample-size-calculator	role:research-scientist	Role
lib-skill:mathematics--power-sample-size-calculator	role:data-scientist	Role
lib-skill:mathematics--proof-structure-analyzer	role:computational-scientist	Role
lib-skill:mathematics--proof-structure-analyzer	role:research-scientist	Role
lib-skill:mathematics--pymc-probabilistic-programming	role:research-scientist	Role
lib-skill:mathematics--pymc-probabilistic-programming	role:data-scientist	Role
lib-skill:mathematics--robust-statistics-toolkit	role:research-scientist	Role
lib-skill:mathematics--robust-statistics-toolkit	role:data-scientist	Role
lib-skill:mathematics--sage-math-interface	role:computational-scientist	Role
lib-skill:mathematics--sage-math-interface	role:research-scientist	Role
lib-skill:mathematics--sensitivity-analysis-toolkit	role:computational-scientist	Role
lib-skill:mathematics--sensitivity-analysis-toolkit	role:research-engineer	Role
lib-skill:mathematics--sensitivity-analysis-uq	role:research-scientist	Role
lib-skill:mathematics--sensitivity-analysis-uq	role:data-scientist	Role
lib-skill:mathematics--special-functions-library	role:computational-scientist	Role
lib-skill:mathematics--special-functions-library	role:research-scientist	Role
lib-skill:mathematics--stan-bayesian-modeling	role:research-scientist	Role
lib-skill:mathematics--stan-bayesian-modeling	role:data-scientist	Role
lib-skill:mathematics--sympy-computer-algebra	role:computational-scientist	Role
lib-skill:mathematics--sympy-computer-algebra	role:research-scientist	Role
lib-skill:mathematics--zbmath-interface	role:research-scientist	Role
lib-skill:mathematics--zbmath-interface	role:computational-scientist	Role
lib-skill:mechanical-engineering--additive-manufacturing	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--additive-manufacturing	role:research-engineer	Role
lib-skill:mechanical-engineering--cad-modeling	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--cad-modeling	role:research-engineer	Role
lib-skill:mechanical-engineering--cfd-fluids	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--cfd-fluids	role:research-engineer	Role
lib-skill:mechanical-engineering--change-management	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--change-management	role:research-engineer	Role
lib-skill:mechanical-engineering--cnc-programming	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--cnc-programming	role:research-engineer	Role
lib-skill:mechanical-engineering--design-review	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--design-review	role:research-engineer	Role
lib-skill:mechanical-engineering--dfm-review	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--dfm-review	role:research-engineer	Role
lib-skill:mechanical-engineering--fai-inspection	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--fai-inspection	role:research-engineer	Role
lib-skill:mechanical-engineering--failure-analysis	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--failure-analysis	role:research-engineer	Role
lib-skill:mechanical-engineering--fatigue-analysis	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--fatigue-analysis	role:research-engineer	Role
lib-skill:mechanical-engineering--fea-structural	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--fea-structural	role:research-engineer	Role
lib-skill:mechanical-engineering--gdt-drawing	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--gdt-drawing	role:research-engineer	Role
lib-skill:mechanical-engineering--heat-exchanger-design	role:systems-integration-engineer	Role
lib-skill:mechanical-engineering--heat-exchanger-design	role:research-engineer	Role
lib-skill:mechanical-engineering--hvac-design	role:systems-integration-engineer	Role