II.
LibraryAgent JSON
Structured · livelib-agent:ai-agents-conversational--retrieval-optimizer
retrieval-optimizer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "retrieval-optimizer",
"description": "Tunes retrieval parameters and implements reranking",
"libraryPath": "library/specializations/ai-agents-conversational/agents/retrieval-optimizer/AGENT.md",
"specialization": "ai-agents-conversational",
"role": "RAG and Retrieval Specialist",
"expertise": [
"Retrieval parameter tuning",
"Reranking strategies",
"Hybrid search optimization",
"Query transformation",
"Evaluation metrics"
]
},
"outgoingEdges": [
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "skill-area:retrieval-augmented-generation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "skill-area:model-evaluation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:ai-agents-conversational--retrieval-optimizer",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}