II.
LibraryAgent JSON
Structured · livelib-agent:shared--optimizer
optimizer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:shared--optimizer",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "optimizer",
"description": "Performance tuning and token optimization worker agent. Analyzes execution efficiency, reduces costs, and improves throughput.",
"libraryPath": "library/methodologies/ruflo/agents/optimizer/AGENT.md",
"role": "Optimizer",
"expertise": [
"Performance profiling and bottleneck detection",
"Token usage optimization",
"Cost reduction strategies",
"Cache effectiveness analysis",
"Resource utilization improvement",
"Routing efficiency optimization"
]
},
"outgoingEdges": [
{
"from": "lib-agent:shared--optimizer",
"to": "skill-area:agentic-loops",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "skill-area:prompt-engineering",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "skill-area:multi-agent-coordination",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "topic:developer-experience",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "role:platform-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:shared--optimizer",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:operations--production-scheduling",
"to": "lib-agent:shared--optimizer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:industrial-engineering--design-of-experiments",
"to": "lib-agent:shared--optimizer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}