iiRecord
Agentic AI Atlas · Survey Methodology Review
workflow:survey-methodology-reviewa5c.ai
II.
Workflow JSON

workflow:survey-methodology-review

Structured · live

Survey Methodology Review json

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

File · workflows/workflows/workflows-arts-social.yamlCluster · workflows
Record JSON
{
  "id": "workflow:survey-methodology-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-arts-social.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Survey Methodology Review",
    "workflowKind": "governance",
    "triggerType": "event-driven",
    "typicalCadence": "per-study",
    "complexity": "cross-team",
    "description": "Reviews survey instrument design and methodology before field\ndeployment -- evaluating question wording for bias and ambiguity,\nvalidating sampling strategy against target population, reviewing\nskip-logic and branching correctness, assessing response-scale\nappropriateness, checking IRB/ethics compliance, piloting with\ncognitive interviews, and estimating statistical power for planned\nanalyses. Produces methodology review report and approved survey\ninstrument. Excludes data collection execution and analysis.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:survey-methodology-review",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "role:technical-writer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "skill-area:data-quality",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "domain:social-sciences",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "domain:knowledge-management",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "responsibility:write-user-docs",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:survey-methodology-review",
      "to": "org-unit:product-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:survey-forms-platform",
      "to": "workflow:survey-methodology-review",
      "kind": "follows_workflow"
    }
  ]
}