II.
LibrarySkill JSON
Structured · livelib-skill:ai-agents-conversational--rag-reranking
rag-reranking json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:ai-agents-conversational--rag-reranking",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "rag-reranking",
"description": "Cross-encoder reranking and MMR diversity filtering for improved retrieval quality",
"libraryPath": "library/specializations/ai-agents-conversational/skills/rag-reranking/SKILL.md",
"specialization": "ai-agents-conversational",
"contentSummary": "# RAG Reranking Skill\n\n## Capabilities\n\n- Implement cross-encoder reranking models\n- Configure Maximal Marginal Relevance (MMR) filtering\n- Set up Cohere Rerank integration\n- Design multi-stage retrieval pipelines\n- Implement diversity-aware reranking\n- Configure score normalization and thresholds\n\n"
},
"outgoingEdges": [
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "skill-area:retrieval-augmented-generation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "skill-area:model-evaluation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--rag-reranking",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}