II.
Specialization JSON
Structured · livespecialization:web-development
specialization:web-development json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:web-development",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:web-development",
"to": "framework:react",
"kind": "uses_framework"
},
{
"from": "specialization:web-development",
"to": "framework:nextjs",
"kind": "uses_framework"
},
{
"from": "specialization:web-development",
"to": "framework:vue",
"kind": "uses_framework"
},
{
"from": "specialization:web-development",
"to": "framework:angular",
"kind": "uses_framework"
},
{
"from": "specialization:web-development",
"to": "framework:svelte",
"kind": "uses_framework"
},
{
"from": "specialization:web-development",
"to": "tool:vite",
"kind": "uses_tool"
},
{
"from": "specialization:web-development",
"to": "tool:webpack",
"kind": "uses_tool"
},
{
"from": "specialization:web-development",
"to": "library:tailwindcss",
"kind": "uses_library"
},
{
"from": "specialization:web-development",
"to": "domain:web-development",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:e-commerce",
"to": "specialization:web-development",
"kind": "contains"
},
{
"from": "domain:media-streaming",
"to": "specialization:web-development",
"kind": "contains"
},
{
"from": "domain:social-media",
"to": "specialization:web-development",
"kind": "contains"
},
{
"from": "domain:marketplace",
"to": "specialization:web-development",
"kind": "contains"
},
{
"from": "domain:frontend",
"to": "specialization:web-development",
"kind": "contains",
"attributes": {}
},
{
"from": "domain:web-development",
"to": "specialization:web-development",
"kind": "contains"
},
{
"from": "role:marketing-manager",
"to": "specialization:web-development",
"kind": "requires_skill",
"attributes": {
"level": "novice"
}
},
{
"from": "role:frontend-engineer",
"to": "specialization:web-development",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:design-lead",
"to": "specialization:web-development",
"kind": "requires_skill",
"attributes": {
"level": "novice"
}
},
{
"from": "role:growth-pm",
"to": "specialization:web-development",
"kind": "requires_skill",
"attributes": {
"level": "novice"
}
},
{
"from": "skill-area:authentication-authorization",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:caching-strategies",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:streaming-realtime-processing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:data-fetching-caching",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:application-state-management",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:animation-transitions",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:data-visualization",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:ui-styling",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:component-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:cross-browser-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:frontend-performance-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:analytics-tracking",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:middleware-design",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:ui-component-libraries",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:frontend-e2e-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:state-management-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:ui-testing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:ab-testing-experimentation",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-action-grounding",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:browser-automation",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:micro-frontend-architecture",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:server-components",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:streaming-SSR",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:partial-hydration",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:island-architecture",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:edge-rendering",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:optimistic-UI",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:offline-first-design",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:PWA-architecture",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-worker-utilization",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:WebAssembly-integration",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:WebGPU-programming",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:SSE-design",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:in-app-messaging",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:CDN-optimization",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:WAF-configuration",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:react-components",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:vue-components",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:server-side-rendering",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:hydration",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-vitals",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:css-architecture",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-accessibility",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-security",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:web-performance",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:browser-compatibility",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:progressive-enhancement",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:frontend-routing",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:form-management",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:product-strategy",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:web-scraping",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:web-development--accessibility-auditor",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--accessibility-testing",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--angular-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--animation-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--api-architect",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--api-documentation",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--architecture-documentation",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--auth-specialist",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--backend-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--bundle-analyzer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--ci-cd",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--code-quality",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--code-reviewer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--component-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--component-documentation",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--container",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--dependency-audit",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--deployment",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--e2e-testing",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--environment-setup",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--forms-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--frontend-architect",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--fullstack-architect",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--graphql-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--hooks-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--lighthouse",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--micro-frontend-architect",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--nextjs-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--performance-auditor",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--performance-testing",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--react-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--security-auditor",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--security-hardening",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--seo-auditor",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--technical-writer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--unit-testing",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--visual-regression",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--vue-developer",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--accessibility-audit-remediation",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--angular-enterprise-development",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--api-integration-testing",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--aria-implementation",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--aws-amplify-deployment",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--bundle-size-optimization",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--cicd-github-actions",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--component-library-radix",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--content-security-policy",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--cross-browser-compatibility",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--css-in-js-styled-components",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--dev-environment-onboarding",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--docker-containerization",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--e2e-testing-playwright",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--eslint-prettier-configuration",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--frontend-caching-service-workers",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--google-analytics-integration",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--graphql-api-apollo",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--image-optimization",
"to": "specialization:web-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
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