| skill-area:ci-security | domain:devops | Domain |
| skill-area:ci-security | domain:cybersecurity | Domain |
| skill-area:cli-design | specialization:cli-mcp-development | Specialization |
| skill-area:mcp-server-implementation | specialization:cli-mcp-development | Specialization |
| skill-area:mcp-stdio-transport | specialization:cli-mcp-development | Specialization |
| skill-area:mcp-sse-transport | specialization:cli-mcp-development | Specialization |
| skill-area:mcp-tool-design | specialization:cli-mcp-development | Specialization |
| skill-area:mcp-resource-design | specialization:cli-mcp-development | Specialization |
| skill-area:symmetric-encryption | specialization:cryptography-blockchain | Specialization |
| skill-area:asymmetric-encryption | specialization:cryptography-blockchain | Specialization |
| skill-area:key-derivation | specialization:cryptography-blockchain | Specialization |
| skill-area:signature-schemes | specialization:cryptography-blockchain | Specialization |
| skill-area:smart-contract-security | specialization:cryptography-blockchain | Specialization |
| skill-area:consensus-protocols | specialization:cryptography-blockchain | Specialization |
| skill-area:etl-pipelines | specialization:data-engineering-analytics | Specialization |
| skill-area:data-warehouse-modeling | specialization:data-engineering-analytics | Specialization |
| skill-area:spark-jobs | specialization:data-engineering-analytics | Specialization |
| skill-area:dbt-modeling | specialization:data-engineering-analytics | Specialization |
| skill-area:data-quality | specialization:data-engineering-analytics | Specialization |
| skill-area:data-lineage | specialization:data-engineering-analytics | Specialization |
| skill-area:batch-vs-stream-tradeoffs | specialization:data-engineering-analytics | Specialization |
| skill-area:columnar-storage | specialization:data-engineering-analytics | Specialization |
| skill-area:data-governance | specialization:data-engineering-analytics | Specialization |
| skill-area:design-systems | domain:web-development | Domain |
| skill-area:design-systems | specialization:ux-ui-design | Specialization |
| skill-area:interaction-design | domain:web-development | Domain |
| skill-area:interaction-design | specialization:ux-ui-design | Specialization |
| skill-area:visual-design | domain:web-development | Domain |
| skill-area:visual-design | specialization:ux-ui-design | Specialization |
| skill-area:prototyping | domain:web-development | Domain |
| skill-area:prototyping | specialization:ux-ui-design | Specialization |
| skill-area:design-critique | domain:web-development | Domain |
| skill-area:design-critique | specialization:ux-ui-design | Specialization |
| skill-area:gitops | specialization:devops-sre-platform | Specialization |
| skill-area:blue-green-deployment | specialization:devops-sre-platform | Specialization |
| skill-area:canary-rollouts | specialization:devops-sre-platform | Specialization |
| skill-area:chaos-engineering | specialization:devops-sre-platform | Specialization |
| skill-area:sli-slo-management | specialization:devops-sre-platform | Specialization |
| skill-area:incident-response | specialization:devops-sre-platform | Specialization |
| skill-area:observability-pipeline | specialization:devops-sre-platform | Specialization |
| skill-area:service-mesh-config | specialization:devops-sre-platform | Specialization |
| skill-area:k8s-rbac | specialization:devops-sre-platform | Specialization |
| skill-area:secrets-rotation | specialization:devops-sre-platform | Specialization |
| skill-area:runbook-writing | specialization:technical-documentation | Specialization |
| skill-area:tutorial-design | specialization:technical-documentation | Specialization |
| skill-area:reference-docs | specialization:technical-documentation | Specialization |
| skill-area:api-doc-generation | specialization:technical-documentation | Specialization |
| skill-area:docs-as-code | specialization:technical-documentation | Specialization |
| skill-area:figma-prototyping | specialization:ux-ui-design | Specialization |
| skill-area:color-theory | specialization:ux-ui-design | Specialization |
| skill-area:typography | specialization:ux-ui-design | Specialization |
| skill-area:motion-design | specialization:ux-ui-design | Specialization |
| skill-area:accessibility-first-design | specialization:ux-ui-design | Specialization |
| skill-area:software-development | domain:software-engineering | Domain |
| skill-area:developer-environment | domain:software-engineering | Domain |
| skill-area:communication | domain:software-engineering | Domain |
| skill-area:ci-cd | domain:devops | Domain |
| skill-area:model-serving | domain:ml-ops | Domain |
| skill-area:ai-evaluation | domain:ml-ops | Domain |
| skill-area:platform-engineering | domain:platform-engineering | Domain |
| skill-area:vulnerability-scanning | domain:cybersecurity | Domain |
| skill-area:iac-security | domain:cybersecurity | Domain |
| skill-area:api-testing | domain:software-engineering | Domain |
| skill-area:frontend-testing | domain:web-development | Domain |
| skill-area:llm-infrastructure | domain:ml-ops | Domain |
| skill-area:model-optimisation | domain:ml-ops | Domain |
| skill-area:llm-observability | domain:ml-ops | Domain |
| skill-area:ui-ux-design | domain:web-development | Domain |
| skill-area:application-security | domain:cybersecurity | Domain |
| skill-area:code-quality | domain:software-engineering | Domain |
| skill-area:e-commerce | domain:web-development | Domain |
| skill-area:cloud-deployment | domain:cloud-infra | Domain |
| skill-area:frontend-development | domain:web-development | Domain |
| skill-area:machine-learning | domain:data-science | Domain |
| skill-area:data-collection | domain:data-engineering | Domain |
| skill-area:developer-experience | domain:software-engineering | Domain |
| skill-area:runtime-security | domain:cybersecurity | Domain |
| skill-area:threat-detection | domain:cybersecurity | Domain |
| skill-area:policy-enforcement | domain:cybersecurity | Domain |
| skill-area:access-control | domain:security | Domain |
| skill-area:compliance-scanning | domain:cybersecurity | Domain |
| skill-area:dast-scanning | domain:cybersecurity | Domain |
| skill-area:web-security-testing | domain:cybersecurity | Domain |
| skill-area:firmware-development | specialization:embedded-systems | Specialization |
| skill-area:firmware-development | specialization:rpikit | Specialization |
| skill-area:firmware-development | specialization:electrical-engineering | Specialization |
| skill-area:real-time-os | specialization:embedded-systems | Specialization |
| skill-area:hardware-abstraction-layer | specialization:embedded-systems | Specialization |
| skill-area:peripheral-interfacing | specialization:embedded-systems | Specialization |
| skill-area:bootloader-design | specialization:embedded-systems | Specialization |
| skill-area:low-power-design | specialization:embedded-systems | Specialization |
| skill-area:hdl-design | specialization:fpga-programming | Specialization |
| skill-area:fpga-synthesis | specialization:fpga-programming | Specialization |
| skill-area:timing-closure | specialization:fpga-programming | Specialization |
| skill-area:hardware-verification-uvm | specialization:fpga-programming | Specialization |
| skill-area:code-review-practice | domain:software-engineering | Domain |
| skill-area:code-review-practice | specialization:collaboration | Specialization |
| skill-area:code-review-practice | specialization:extreme-programming | Specialization |
| skill-area:code-review-practice | specialization:cleanroom | Specialization |
| skill-area:api-contract-testing | domain:software-engineering | Domain |