{
  "kind": "tools",
  "canonId": "019dd956-7e6e-70b9-8ba9-e3a830315c59",
  "slug": "plausibility-loop",
  "name": "Plausibility Loop",
  "category": "Block",
  "description": "Mapping every claim to required evidence and data sources",
  "structure": null,
  "bestFor": null,
  "layer": "block",
  "agent": "Designer",
  "agents": [
    "Designer"
  ],
  "whenToUse": null,
  "whyItWorks": null,
  "narrativePurpose": null,
  "signalComponentKinds": [],
  "signalKeywords": [],
  "signalDescriptions": null,
  "antipattern": null,
  "bodyDocId": null,
  "bodyDocSlug": null,
  "bodyDocTitle": null,
  "status": "active",
  "version": 1,
  "sequence": [],
  "arcUsages": [],
  "stats": {
    "matches": 7,
    "docs": 7,
    "slideRanges": 7,
    "avgConfidence": 70,
    "avgPages": null,
    "arcCount": 0,
    "requiredBeats": 0
  },
  "examples": [
    "Methodology page maps claims to brand-by-brand bottom-up retail value cross-checks.",
    "Each row in benefits table maps to a downstream evidence section.",
    "Source citation 'AFME' grounds every claim in the bullet list."
  ],
  "completeness": {
    "score": 29,
    "missing": [
      "when_to_use",
      "why_it_works",
      "signals",
      "antipattern",
      "body_doc_id"
    ]
  }
}