{
  "schema": "sckb-feature-demo/1.0",
  "workspace_id": "CATALYST-ANALYTICS-R-RETROFIT-001",
  "product": "Catalyst Analytics R",
  "product_slug": "catalyst-analytics-r",
  "product_version": "1.2.0",
  "classification": "synthetic-demo",
  "features": [
    {
      "feature_id": "CATALYST-ANALYTICS-R-001",
      "feature": "Data Intake",
      "sample_action": "read the feature-example CSV or JSON",
      "expected_result": "a governed R data object"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-002",
      "feature": "Source Metadata",
      "sample_action": "attach publisher, URL, license, citation, retrieval, field, and unit metadata",
      "expected_result": "a source-aware dataset"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-003",
      "feature": "Dataset Validation",
      "sample_action": "check required fields, types, missingness, units, and duplicates",
      "expected_result": "a validation report"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-004",
      "feature": "Indicator Registry",
      "sample_action": "register annual energy savings",
      "expected_result": "a reusable indicator definition"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-005",
      "feature": "Derived Indicators",
      "sample_action": "calculate baseline minus retrofit kWh",
      "expected_result": "derived values with method metadata"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-006",
      "feature": "Comparison",
      "sample_action": "compare baseline and retrofit groups or periods",
      "expected_result": "a comparison table and effect summary"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-007",
      "feature": "Uncertainty",
      "sample_action": "apply an explicit ±8% measurement range",
      "expected_result": "intervals and assumptions"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-008",
      "feature": "Sensitivity",
      "sample_action": "vary tariff and occupancy inputs",
      "expected_result": "a ranked sensitivity result"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-009",
      "feature": "Stress Testing",
      "sample_action": "model 20% lower savings and 15% higher cost",
      "expected_result": "stress-case outputs"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-010",
      "feature": "Accounting",
      "sample_action": "reconcile monthly and annual energy totals",
      "expected_result": "a balance check"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-011",
      "feature": "Workspaces",
      "sample_action": "save data, indicators, assumptions, and outputs",
      "expected_result": "a persistent analytical state"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-012",
      "feature": "Snapshots",
      "sample_action": "freeze and restore complete workspace state",
      "expected_result": "a fingerprinted snapshot"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-013",
      "feature": "Reproducible Reports",
      "sample_action": "render methods, figures, results, and limitations",
      "expected_result": "a rerunnable report"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-014",
      "feature": "Canonical JSON Export",
      "sample_action": "export the reviewed comparison",
      "expected_result": "a schema-versioned JSON record"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-015",
      "feature": "Browser Demo Parity",
      "sample_action": "repeat the conceptual workflow in the public demo",
      "expected_result": "a mapped result with parity limits"
    },
    {
      "feature_id": "CATALYST-ANALYTICS-R-016",
      "feature": "Package Validation",
      "sample_action": "run tests, examples, documentation checks, and R CMD check",
      "expected_result": "a release-validation report"
    }
  ],
  "human_review_required": true
}