iiRecord
Agentic AI Atlas · feature-engineering
lib-process:data-science-ml--feature-engineeringa5c.ai
II.
LibraryProcess JSON

lib-process:data-science-ml--feature-engineering

Structured · live

feature-engineering json

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

File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "id": "lib-process:data-science-ml--feature-engineering",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "feature-engineering",
    "description": "Feature engineering design and implementation with quality gates and validation",
    "libraryPath": "library/specializations/data-science-ml/feature-engineering.js",
    "specialization": "data-science-ml",
    "usesAgents": [
      "feature-engineer-planner",
      "feature-implementer",
      "leakage-detector",
      "skew-validator",
      "distribution-analyst",
      "missing-value-validator",
      "feature-selector",
      "feature-quality-scorer",
      "feature-validator",
      "technical-writer",
      "code-generator",
      "feature-reviewer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "workflow:data-pipeline-deployment",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:data-science-ml--feature-engineering",
      "to": "lib-agent:shared--code-generator",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}