II.
SkillArea JSON
Structured · liveskill-area:training-data-testing
Training Data Testing json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:training-data-testing",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-testing-data-ml-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Training Data Testing",
"description": "Validating model-training datasets - label quality, split hygiene,\nleakage detection, representativeness, and dataset change regressions.\n",
"domains": [
"domain:data-science",
"domain:ml-ops"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:training-data-testing",
"to": "domain:data-science",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:training-data-testing",
"to": "domain:ml-ops",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:training-data-testing",
"to": "skill-area:data-quality-testing",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:machine-learning",
"to": "skill-area:training-data-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-skill:data-science-ml--training-data-testing",
"to": "skill-area:training-data-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
}
]
}