II.
SkillArea JSON
Structured · liveskill-area:data-fetching-caching
Data Fetching and Caching json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:data-fetching-caching",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Data Fetching and Caching",
"description": "Fetching remote data in UI applications - request lifecycle management,\ncache invalidation, optimistic updates, and stale-while-revalidate flows.\n",
"domains": [
"specialization:web-development",
"specialization:frontend-react"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:data-fetching-caching",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:data-fetching-caching",
"to": "specialization:frontend-react",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:data-fetching-caching",
"to": "stack-part:cache",
"kind": "uses_stack_part"
}
],
"incomingEdges": [
{
"from": "skill-area:frontend-development",
"to": "skill-area:data-fetching-caching",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:search-discovery",
"to": "skill-area:data-fetching-caching",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:graphql-api-platform",
"to": "skill-area:data-fetching-caching",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:backend-for-frontend",
"to": "skill-area:data-fetching-caching",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:mobile-development--mobile-backend-expert",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:web-development--nextjs-developer",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--frontend-caching-service-workers",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--nextjs-fullstack-app",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--nuxtjs-fullstack-app",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--pwa-development",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--react-query-server-state",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--redis-caching-strategy",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--remix-fullstack-app",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--trpc-api-development",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:mobile-development--graphql-mobile",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--caching",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:web-development--nextjs",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--nuxt",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--react-query",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:web-development--react-server-components",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--redis",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--remix",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--trpc",
"to": "skill-area:data-fetching-caching",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}