iiRecord
Agentic AI Atlas · vqc-trainer
lib-skill:quantum-computing--vqc-trainera5c.ai
II.
LibrarySkill JSON

lib-skill:quantum-computing--vqc-trainer

Structured · live

vqc-trainer 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:quantum-computing--vqc-trainer",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "vqc-trainer",
    "description": "Variational quantum classifier training skill with gradient optimization",
    "libraryPath": "library/specializations/domains/science/quantum-computing/skills/vqc-trainer/SKILL.md",
    "specialization": "quantum-computing",
    "contentSummary": "# VQC Trainer\n\n## Purpose\n\nProvides expert guidance on training variational quantum classifiers, including data encoding, circuit design, and gradient-based optimization.\n\n## Capabilities\n\n- Data encoding circuit design\n- Variational layer construction\n- Gradient-based optimization (SPSA, "
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "domain:quantum-computing",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--vqc-trainer",
      "to": "specialization:quantum-computing",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}