II.
SkillArea JSON
Structured · liveskill-area:tool-service-integration-agents
Tool and Service Integration for Agents json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:tool-service-integration-agents",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-ml-data-agent-task-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Tool and Service Integration for Agents",
"description": "Integrating agents with external tools and services - schemas,\ncapability boundaries, auth, retries, and execution governance.\n",
"domains": [
"specialization:ai-agents-conversational"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:tool-service-integration-agents",
"to": "specialization:ai-agents-conversational",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:tool-service-integration-agents",
"to": "skill-area:tool-use",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:ai-agent-development",
"to": "skill-area:tool-service-integration-agents",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:ai-agents-conversational--tool-use-specialist",
"to": "skill-area:tool-service-integration-agents",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--langchain-chains",
"to": "skill-area:tool-service-integration-agents",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--langchain-tools",
"to": "skill-area:tool-service-integration-agents",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--semantic-kernel-setup",
"to": "skill-area:tool-service-integration-agents",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}