Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 101 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:gpu-programming--gpu-memory-analysis	role:computational-scientist	Role
lib-skill:gpu-programming--gpu-memory-analysis	role:ml-engineer	Role
lib-skill:gpu-programming--hip-rocm	role:computational-scientist	Role
lib-skill:gpu-programming--hip-rocm	role:ml-engineer	Role
lib-skill:gpu-programming--nccl-communication	role:computational-scientist	Role
lib-skill:gpu-programming--nccl-communication	role:ml-engineer	Role
lib-skill:gpu-programming--nsight-profiler	role:computational-scientist	Role
lib-skill:gpu-programming--nsight-profiler	role:ml-engineer	Role
lib-skill:gpu-programming--nvenc-nvdec	role:computational-scientist	Role
lib-skill:gpu-programming--nvenc-nvdec	role:ml-engineer	Role
lib-skill:gpu-programming--opencl-runtime	role:computational-scientist	Role
lib-skill:gpu-programming--opencl-runtime	role:ml-engineer	Role
lib-skill:gpu-programming--parallel-patterns	role:computational-scientist	Role
lib-skill:gpu-programming--parallel-patterns	role:ml-engineer	Role
lib-skill:gpu-programming--stencil-convolution	role:computational-scientist	Role
lib-skill:gpu-programming--stencil-convolution	role:ml-engineer	Role
lib-skill:gpu-programming--tensorrt-optimization	role:computational-scientist	Role
lib-skill:gpu-programming--tensorrt-optimization	role:ml-engineer	Role
lib-skill:gpu-programming--unified-memory	role:computational-scientist	Role
lib-skill:gpu-programming--unified-memory	role:ml-engineer	Role
lib-skill:gpu-programming--vulkan-compute	role:computational-scientist	Role
lib-skill:gpu-programming--vulkan-compute	role:ml-engineer	Role
lib-skill:gpu-programming--warp-primitives	role:computational-scientist	Role
lib-skill:gpu-programming--warp-primitives	role:ml-engineer	Role
lib-skill:media--generative-media-prompting	role:media-engineer	Role
lib-skill:meta--examples	role:platform-engineer	Role
lib-skill:meta--examples	role:backend-engineer	Role
lib-skill:meta--agent-generator	role:platform-engineer	Role
lib-skill:meta--process-analyzer	role:platform-engineer	Role
lib-skill:meta--process-analyzer	role:tech-lead	Role
lib-skill:meta--process-generator	role:backend-engineer	Role
lib-skill:meta--process-generator	role:platform-engineer	Role
lib-skill:meta--process-integrator	role:platform-engineer	Role
lib-skill:meta--process-validator	role:platform-engineer	Role
lib-skill:meta--process-validator	role:tech-lead	Role
lib-skill:meta--skill-generator	role:platform-engineer	Role
lib-skill:meta--specialization-researcher	role:platform-engineer	Role
lib-skill:meta--specialization-researcher	role:tech-lead	Role
lib-skill:meta--specialization-validator	role:platform-engineer	Role
lib-skill:meta--specialization-validator	role:tech-lead	Role
lib-skill:mobile-development--accessibility-testing	role:mobile-engineer	Role
lib-skill:mobile-development--android-room	role:mobile-engineer	Role
lib-skill:mobile-development--app-store-connect	role:mobile-engineer	Role
lib-skill:mobile-development--deep-linking	role:mobile-engineer	Role
lib-skill:mobile-development--fastlane-cicd	role:mobile-engineer	Role
lib-skill:mobile-development--firebase-mobile	role:mobile-engineer	Role
lib-skill:mobile-development--flutter-dart	role:mobile-engineer	Role
lib-skill:mobile-development--google-play-console	role:mobile-engineer	Role
lib-skill:mobile-development--graphql-mobile	role:mobile-engineer	Role
lib-skill:mobile-development--ios-persistence	role:mobile-engineer	Role
lib-skill:mobile-development--kotlin-compose	role:mobile-engineer	Role
lib-skill:mobile-development--lottie-animations	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-analytics	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-gui-automation	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-perf	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-security	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-sensor-integration	role:mobile-engineer	Role
lib-skill:mobile-development--mobile-testing	role:mobile-engineer	Role
lib-skill:mobile-development--network-condition-testing	role:mobile-engineer	Role
lib-skill:mobile-development--offline-mode-testing	role:mobile-engineer	Role
lib-skill:mobile-development--offline-storage	role:mobile-engineer	Role
lib-skill:mobile-development--payment-integration	role:mobile-engineer	Role
lib-skill:mobile-development--push-notifications	role:mobile-engineer	Role
lib-skill:mobile-development--react-native-dev	role:mobile-engineer	Role
lib-skill:mobile-development--swift-swiftui	role:mobile-engineer	Role
lib-skill:network-programming--dns-protocol	role:backend-engineer	Role
lib-skill:network-programming--dns-protocol	role:sre	Role
lib-skill:network-programming--event-loop	role:backend-engineer	Role
lib-skill:network-programming--event-loop	role:sre	Role
lib-skill:network-programming--grpc-protocol	role:backend-engineer	Role
lib-skill:network-programming--grpc-protocol	role:sre	Role
lib-skill:network-programming--http-protocol	role:backend-engineer	Role
lib-skill:network-programming--http-protocol	role:sre	Role
lib-skill:network-programming--load-balancer	role:backend-engineer	Role
lib-skill:network-programming--load-balancer	role:sre	Role
lib-skill:network-programming--network-simulation	role:backend-engineer	Role
lib-skill:network-programming--network-simulation	role:sre	Role
lib-skill:network-programming--network-testing	role:backend-engineer	Role
lib-skill:network-programming--network-testing	role:sre	Role
lib-skill:network-programming--packet-capture	role:backend-engineer	Role
lib-skill:network-programming--packet-capture	role:sre	Role
lib-skill:network-programming--protocol-fuzzer	role:backend-engineer	Role
lib-skill:network-programming--protocol-fuzzer	role:sre	Role
lib-skill:network-programming--protocol-parser	role:backend-engineer	Role
lib-skill:network-programming--protocol-parser	role:sre	Role
lib-skill:network-programming--proxy-server	role:backend-engineer	Role
lib-skill:network-programming--proxy-server	role:sre	Role
lib-skill:network-programming--serialization	role:backend-engineer	Role
lib-skill:network-programming--serialization	role:sre	Role
lib-skill:network-programming--socket-programming	role:backend-engineer	Role
lib-skill:network-programming--socket-programming	role:sre	Role
lib-skill:network-programming--tls-security	role:backend-engineer	Role
lib-skill:network-programming--tls-security	role:sre	Role
lib-skill:network-programming--websocket	role:backend-engineer	Role
lib-skill:network-programming--websocket	role:sre	Role
lib-skill:performance-optimization--branch-prediction	role:backend-engineer	Role
lib-skill:performance-optimization--distributed-caching	role:backend-engineer	Role
lib-skill:performance-optimization--distributed-caching	role:sre	Role
lib-skill:performance-optimization--gatling-load-testing	role:backend-engineer	Role
lib-skill:performance-optimization--gatling-load-testing	role:qa-engineer	Role