{
  "kind": "tools",
  "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
  "slug": "chunking",
  "name": "Chunking",
  "category": "Loop",
  "description": "Information grouped into chunks is remembered better - structure content in digestible units",
  "structure": null,
  "bestFor": null,
  "layer": "loop",
  "agent": "Architect",
  "agents": [
    "Architect"
  ],
  "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": 935,
    "docs": 396,
    "slideRanges": 935,
    "avgConfidence": 73.56053,
    "avgPages": null,
    "arcCount": 0,
    "requiredBeats": 0
  },
  "examples": [
    "Numbers grouped into Today / By 2030 columns, 4 tiles each.",
    "Sub-section divider 'The Perimeter'.",
    "First zoom-in slide chunks 1000+ universe into 5 criteria."
  ],
  "completeness": {
    "score": 29,
    "missing": [
      "when_to_use",
      "why_it_works",
      "signals",
      "antipattern",
      "body_doc_id"
    ]
  }
}