| skill-area:orchestration-loop | specialization:ai-agents-conversational | Specialization |
| skill-area:orchestration-loop | specialization:maestro | Specialization |
| skill-area:orchestration-loop | specialization:metaswarm | Specialization |
| skill-area:orchestration-loop | specialization:bmad-method | Specialization |
| skill-area:kernel-development | domain:systems-programming | Domain |
| skill-area:kernel-development | domain:embedded-systems | Domain |
| skill-area:device-driver-development | domain:systems-programming | Domain |
| skill-area:device-driver-development | domain:embedded-systems | Domain |
| skill-area:bootloader-development | domain:systems-programming | Domain |
| skill-area:bootloader-development | domain:embedded-systems | Domain |
| skill-area:RTOS-development | domain:embedded-systems | Domain |
| skill-area:RTOS-development | domain:systems-programming | Domain |
| skill-area:memory-management-systems | domain:systems-programming | Domain |
| skill-area:memory-management-systems | specialization:performance-optimization | Specialization |
| skill-area:filesystem-design | domain:systems-programming | Domain |
| skill-area:network-protocol-implementation | specialization:network-programming | Specialization |
| skill-area:network-protocol-implementation | domain:systems-programming | Domain |
| skill-area:tcp-ip-stack | specialization:network-programming | Specialization |
| skill-area:tcp-ip-stack | domain:systems-programming | Domain |
| skill-area:dns-implementation | specialization:network-programming | Specialization |
| skill-area:tls-implementation | specialization:network-programming | Specialization |
| skill-area:tls-implementation | domain:security | Domain |
| skill-area:binary-analysis | domain:security | Domain |
| skill-area:binary-analysis | specialization:security-research | Specialization |
| skill-area:reverse-engineering | domain:security | Domain |
| skill-area:reverse-engineering | specialization:security-research | Specialization |
| skill-area:exploit-development | domain:security | Domain |
| skill-area:exploit-development | specialization:security-research | Specialization |
| skill-area:consensus-algorithm-design | domain:distributed-systems | Domain |
| skill-area:distributed-storage-design | domain:distributed-systems | Domain |
| skill-area:distributed-storage-design | domain:databases | Domain |
| skill-area:distributed-tracing-design | domain:observability | Domain |
| skill-area:distributed-tracing-design | domain:distributed-systems | Domain |
| skill-area:gossip-protocol | domain:distributed-systems | Domain |
| skill-area:CRDTs | domain:distributed-systems | Domain |
| skill-area:leader-election | domain:distributed-systems | Domain |
| skill-area:sharding-strategy | domain:distributed-systems | Domain |
| skill-area:sharding-strategy | domain:databases | Domain |
| skill-area:replication-strategy | domain:distributed-systems | Domain |
| skill-area:replication-strategy | domain:databases | Domain |
| skill-area:partition-tolerance | domain:distributed-systems | Domain |
| skill-area:eventual-consistency-patterns | domain:distributed-systems | Domain |
| skill-area:distributed-locking | domain:distributed-systems | Domain |
| skill-area:distributed-caching | domain:distributed-systems | Domain |
| skill-area:distributed-caching | specialization:performance-optimization | Specialization |
| skill-area:query-optimizer-internals | domain:databases | Domain |
| skill-area:storage-engine-design | domain:databases | Domain |
| skill-area:index-design | domain:databases | Domain |
| skill-area:transaction-isolation | domain:databases | Domain |
| skill-area:MVCC | domain:databases | Domain |
| skill-area:write-ahead-logging | domain:databases | Domain |
| skill-area:compaction-strategies | domain:databases | Domain |
| skill-area:column-store-design | domain:databases | Domain |
| skill-area:column-store-design | specialization:data-engineering-analytics | Specialization |
| skill-area:time-series-database-design | domain:databases | Domain |
| skill-area:time-series-database-design | domain:observability | Domain |
| skill-area:graph-database-design | domain:databases | Domain |
| skill-area:document-store-design | domain:databases | Domain |
| skill-area:micro-frontend-architecture | specialization:web-development | Specialization |
| skill-area:micro-frontend-architecture | specialization:software-architecture | Specialization |
| skill-area:server-components | specialization:web-development | Specialization |
| skill-area:streaming-SSR | specialization:web-development | Specialization |
| skill-area:partial-hydration | specialization:web-development | Specialization |
| skill-area:island-architecture | specialization:web-development | Specialization |
| skill-area:edge-rendering | specialization:web-development | Specialization |
| skill-area:edge-rendering | domain:cloud-infra | Domain |
| skill-area:optimistic-UI | specialization:web-development | Specialization |
| skill-area:optimistic-UI | specialization:mobile-development | Specialization |
| skill-area:offline-first-design | specialization:web-development | Specialization |
| skill-area:offline-first-design | specialization:mobile-development | Specialization |
| skill-area:PWA-architecture | specialization:web-development | Specialization |
| skill-area:web-worker-utilization | specialization:web-development | Specialization |
| skill-area:WebAssembly-integration | specialization:web-development | Specialization |
| skill-area:WebAssembly-integration | domain:systems-programming | Domain |
| skill-area:WebGPU-programming | specialization:web-development | Specialization |
| skill-area:WebGPU-programming | specialization:gpu-programming | Specialization |
| skill-area:gRPC-service-design | domain:api-development | Domain |
| skill-area:gRPC-service-design | specialization:backend-development | Specialization |
| skill-area:GraphQL-federation | domain:api-development | Domain |
| skill-area:REST-maturity-levels | domain:api-development | Domain |
| skill-area:API-rate-limiting-design | domain:api-development | Domain |
| skill-area:API-rate-limiting-design | specialization:backend-development | Specialization |
| skill-area:API-versioning-strategy | domain:api-development | Domain |
| skill-area:webhook-reliability | domain:api-development | Domain |
| skill-area:webhook-reliability | specialization:backend-development | Specialization |
| skill-area:SSE-design | domain:api-development | Domain |
| skill-area:SSE-design | specialization:web-development | Specialization |
| skill-area:long-polling | domain:api-development | Domain |
| skill-area:MQTT-design | domain:iot | Domain |
| skill-area:MQTT-design | domain:api-development | Domain |
| skill-area:protocol-buffer-schema-design | domain:api-development | Domain |
| skill-area:SLI-definition | domain:site-reliability | Domain |
| skill-area:SLI-definition | specialization:sre | Specialization |
| skill-area:SLO-policy-design | domain:site-reliability | Domain |
| skill-area:SLO-policy-design | specialization:sre | Specialization |
| skill-area:error-budget-management | domain:site-reliability | Domain |
| skill-area:error-budget-management | specialization:sre | Specialization |
| skill-area:distributed-tracing-instrumentation | domain:observability | Domain |
| skill-area:custom-metrics-design | domain:observability | Domain |
| skill-area:log-aggregation-pipeline | domain:observability | Domain |