II.
LibrarySkill JSON
Structured · livelib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs
batch-vs-stream-tradeoffs json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "batch-vs-stream-tradeoffs",
"description": "Analyze and decide between batch and stream processing architectures — latency requirements, cost modeling, and hybrid Lambda/Kappa patterns.",
"libraryPath": "library/specializations/data-engineering-analytics/skills/batch-vs-stream-tradeoffs/SKILL.md",
"specialization": "data-engineering-analytics",
"contentSummary": "# Batch vs Stream Tradeoffs Skill\n\n> Stub — implementation pending."
},
"outgoingEdges": [
{
"from": "lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs",
"to": "skill-area:batch-vs-stream-tradeoffs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs",
"to": "domain:data-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs",
"to": "role:data-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs",
"to": "specialization:data-engineering-analytics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}