II.
LibraryAgent JSON
Structured · livelib-agent:ai-agents-conversational--cost-optimizer
cost-optimizer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:ai-agents-conversational--cost-optimizer",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "cost-optimizer",
"description": "Analyzes and reduces LLM token costs",
"libraryPath": "library/specializations/ai-agents-conversational/agents/cost-optimizer/AGENT.md",
"specialization": "ai-agents-conversational",
"role": "Deployment and Operations Specialist",
"expertise": [
"Cost analysis",
"Token optimization",
"Model selection",
"Caching strategies",
"Budget management"
]
},
"outgoingEdges": [
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "skill-area:context-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "skill-area:model-monitoring-drift-detection",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "role:cost-tracker",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--cost-optimizer",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:ai-agents-conversational--cost-optimization-llm",
"to": "lib-agent:ai-agents-conversational--cost-optimizer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:data-engineering-analytics--data-warehouse-setup",
"to": "lib-agent:ai-agents-conversational--cost-optimizer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:data-engineering-analytics--pipeline-migration",
"to": "lib-agent:ai-agents-conversational--cost-optimizer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}