{
  "schemaVersion": 1,
  "type": "principle",
  "id": "teslers-law",
  "evaluation": {
    "reviewedOn": "2026-10-19",
    "status": "limited",
    "modes": [
      "application-fixture"
    ],
    "summary": "The import example disclosed a suggested mapping before changing its synthetic counter. It demonstrated an inspection step, not a real import or a conservation law.",
    "reportUrl": "/design-evaluations/principle-teslers-law.json",
    "identity": {
      "target": "Original IonBin synthetic interface example; no external product or human-participant study.",
      "version": "2026-10-19 local fixture",
      "integrity": "SHA-256 f85d1056afd667225a1e0364edfb8f25b4693ffa7b2b8c7d7af5b92338b85ee4 identifies the exact HTML fixture only."
    },
    "environment": [
      "155.0.8059.82 Chromium; fresh context with all network requests blocked.",
      "Synthetic inputs, memory-only state, reduced-motion preference, 1280px and 320px viewports."
    ],
    "tests": [
      {
        "name": "Import before review",
        "mode": "application-fixture",
        "method": "Exercise the original local application fixture and inspect the resulting controls or DOM state.",
        "result": "pass",
        "observation": "Import was disabled until its mapping preview was requested."
      },
      {
        "name": "Mapping disclosed",
        "mode": "application-fixture",
        "method": "Exercise the original local application fixture and inspect the resulting controls or DOM state.",
        "result": "pass",
        "observation": "Preview revealed the suggested mapping and two-row count without committing."
      },
      {
        "name": "Import confirmed",
        "mode": "application-fixture",
        "method": "Exercise the original local application fixture and inspect the resulting controls or DOM state.",
        "result": "pass",
        "observation": "Explicit confirmation changed the synthetic counter only."
      }
    ],
    "security": {
      "scope": "Review of the local example’s stated interaction boundaries; no backend, authentication, production permissions or external service was exercised.",
      "findings": [
        {
          "level": "caution",
          "basis": "advice",
          "title": "Automation must expose consequential assumptions",
          "detail": "Real imports need server-side validation, scoped credentials, authorization and rollback. A visible preview alone cannot enforce those controls."
        }
      ],
      "limits": [
        "The example has no real authorization or persistence layer; its UI behavior cannot establish the security of a deployed workflow."
      ]
    },
    "practicalCaveats": [
      "Let users inspect defaults and correct mappings; preserve source data until the result has been verified."
    ],
    "limits": [
      "This checks an authored application example, not the truth, effect size or generality of the named principle.",
      "No users, assistive-technology participants, physical devices or production task outcomes were evaluated."
    ],
    "sources": [
      {
        "label": "Larry Tesler: The Law of Conservation of Complexity",
        "url": "https://www.nomodes.com/larry-tesler-consulting/complexity-law",
        "scope": "Author's formulation and historical context."
      }
    ]
  }
}