II.
SkillArea JSON
Structured · liveskill-area:environmental-monitoring
Environmental Monitoring json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:environmental-monitoring",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-expanded-4.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Environmental Monitoring",
"description": "Deploying and managing sensor networks for real-time environmental data\ncollection — air quality indices, noise levels, soil moisture, biodiversity\ntracking, and integration with GIS platforms for spatial analysis.\n",
"expertiseLevels": [
"practitioner",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:environmental-monitoring",
"to": "domain:environmental-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:environmental-monitoring",
"to": "domain:iot",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
}
],
"incomingEdges": []
}