iiRecord
Agentic AI Atlas · survey-design-administration
lib-skill:social-sciences--survey-design-administrationa5c.ai
II.
LibrarySkill JSON

lib-skill:social-sciences--survey-design-administration

Structured · live

survey-design-administration 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:social-sciences--survey-design-administration",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "survey-design-administration",
    "description": "Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection",
    "libraryPath": "library/specializations/domains/social-sciences-humanities/social-sciences/skills/survey-design-administration/SKILL.md",
    "specialization": "social-sciences",
    "contentSummary": "# Survey Design and Administration Skill\n\nDevelop survey instruments, implement sampling strategies, and manage data collection for population-based research.\n\n## Overview\n\nThe Survey Design and Administration skill enables development of survey instruments, implementation of sampling strategi"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "skill-area:user-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "domain:social-sciences",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "role:ux-researcher",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}