iiRecord
Agentic AI Atlas · rag-query-transformation
lib-skill:ai-agents-conversational--rag-query-transformationa5c.ai
II.
LibrarySkill JSON

lib-skill:ai-agents-conversational--rag-query-transformation

Structured · live

rag-query-transformation json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:ai-agents-conversational--rag-query-transformation",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "rag-query-transformation",
    "description": "Query expansion, HyDE, and multi-query generation for improved retrieval",
    "libraryPath": "library/specializations/ai-agents-conversational/skills/rag-query-transformation/SKILL.md",
    "specialization": "ai-agents-conversational",
    "contentSummary": "# RAG Query Transformation Skill\n\n## Capabilities\n\n- Implement query expansion techniques\n- Configure Hypothetical Document Embeddings (HyDE)\n- Set up multi-query generation\n- Design query decomposition strategies\n- Implement step-back prompting\n- Configure query routing for specialized ind"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "skill-area:retrieval-augmented-generation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "skill-area:prompt-engineering",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--rag-query-transformation",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}