iiRecord
Agentic AI Atlas · batch-vs-stream-tradeoffs
lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffsa5c.ai
II.
LibrarySkill JSON

lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs

Structured · live

batch-vs-stream-tradeoffs json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "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": []
}