iiRecord
Agentic AI Atlas · rlhf-systems
lib-skill:data-science-ml--rlhf-systemsa5c.ai
II.
LibrarySkill JSON

lib-skill:data-science-ml--rlhf-systems

Structured · live

rlhf-systems 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:data-science-ml--rlhf-systems",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "rlhf-systems",
    "description": "Human-feedback-driven model optimization — preference data collection, reward modeling, policy updates, and alignment evaluation.",
    "libraryPath": "library/specializations/data-science-ml/skills/rlhf-systems/SKILL.md",
    "specialization": "data-science-ml",
    "contentSummary": "# RLHF Skill\n\n> Stub — implementation pending."
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:data-science-ml--rlhf-systems",
      "to": "skill-area:rlhf-systems",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--rlhf-systems",
      "to": "domain:ml-ops",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--rlhf-systems",
      "to": "domain:machine-learning",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--rlhf-systems",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--rlhf-systems",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}