II.
SkillArea JSON
Structured · liveskill-area:agent-simulation-testing
Agent Simulation and Testing json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:agent-simulation-testing",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-ai-ml-ops-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Agent Simulation and Testing",
"description": "Exercising agent behavior in controlled scenarios - mock tools, scripted\nenvironments, replay harnesses, and multi-turn regression cases.\n",
"domains": [
"specialization:ai-agents-conversational",
"specialization:qa-testing-automation"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:agent-simulation-testing",
"to": "specialization:ai-agents-conversational",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:agent-simulation-testing",
"to": "specialization:qa-testing-automation",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:agent-simulation-testing",
"to": "skill-area:agentic-loops",
"kind": "requires_skill_area"
},
{
"from": "skill-area:agent-simulation-testing",
"to": "skill-area:eval-driven-development",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:AI-agent-evaluation",
"to": "skill-area:agent-simulation-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:ai-agent-development",
"to": "skill-area:agent-simulation-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:ai-agents-conversational--agent-evaluator",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--llm-judge",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-testing-expert",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--langsmith-tracing",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--mcp-app-verification",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-mock-client",
"to": "skill-area:agent-simulation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}