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          "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Problem/Question -> What the Data Shows -> The Insight",
          "description": "Establish a tension, present data, then deliver the insight that changes everything",
          "familyLabel": null,
          "categoryName": "Narrative",
          "categorySlug": "narrative"
        },
        "matchId": "019dd95a-088b-72c8-b7e4-42478b846923",
        "evidence": "Vaccine pipeline (p31), 2020 GDP forecasts (p32), then p33 scatter plot links outbreak length to GDP — the insight.",
        "position": 5,
        "objective": "Reveal that countries with shorter outbreaks will have better economic performance",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 36,
        "from": 34,
        "loop": {
          "name": "34_segmentation_split",
          "slug": "34-segmentation-split",
          "status": "active",
          "bestFor": "Customer analysis, market research, resource allocation",
          "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference",
          "description": "Divide a whole into meaningful segments to reveal hidden patterns",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088b-72c8-b7e4-46cbbe1c5b5a",
        "evidence": "Country-by-country unemployment (p34), market-by-market indices (p35), sector-level TSR and default risk table (p36).",
        "position": 6,
        "objective": "De-averaged view of unemployment, equity markets, and sector TSR/default risk",
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "status": "active",
          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1321-706c-9a69-b5744ec2c615",
        "evidence": "Title compresses governing thought: recovery driven by 5 named factors.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
        "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1321-706c-9a69-b2a14934e3a3",
        "evidence": "Three-phase Flatten-Fight-Future structure anchors the deck.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-c4a345992081",
        "evidence": "Answer-first executive summary: top-line claims with supporting bullets.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "SCQA Framework",
          "slug": "scqa-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
          "version": 1,
          "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
          "description": "Situation, Complication, Question, Answer - structured problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-cbdb22ca60be",
        "evidence": "Disease challenge = situation/complication; capabilities = answer in last bullet.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
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        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Tricolon",
          "slug": "tricolon",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a13d-7356-9038-da27abe565f8",
          "version": 1,
          "bodyDocId": null,
          "description": "Three parallel phrases of increasing length or intensity",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1321-706c-9a69-ad02ee7f4b86",
        "evidence": "Three parallel phase headings: Flatten, Fight, Future.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-c227628ff377",
        "evidence": "Two grouped bullet blocks (disease vs economy) chunk the summary.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Inductive Reasoning",
          "slug": "inductive-reasoning",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-99c6-705e-94cc-76a504c3da37",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping similar evidence to form a conclusion (Evidence → Pattern → Conclusion)",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-eb8d591371cb",
        "evidence": "First slide of evidence-stacking loop on global disease progression.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1321-706c-9a6a-1442dd35e714",
        "evidence": "April vs June/July hotspot pairing.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Reductio ad Absurdum",
          "slug": "reductio-ad-absurdum",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9de1-7573-aaa7-d2bbaaa7a304",
          "version": 1,
          "bodyDocId": null,
          "description": "Proving a point by showing the opposite leads to absurdity",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a6a-31dedb88f7d5",
        "evidence": "Two failed single-variable hypotheses set up the joint conclusion.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Aha! Moment",
          "slug": "aha-moment",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
          "version": 1,
          "bodyDocId": null,
          "description": "The moment when the audience realizes the value - design for insight revelation",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1321-706c-9a6a-670be97a9eff",
        "evidence": "First page of loop where R-squared 0.03 reveals counter-intuitive truth.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Parallel Structure",
          "slug": "parallel-structure",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9f34-762a-93b7-1d8e84bbd153",
          "version": 1,
          "bodyDocId": null,
          "description": "Using similar grammatical structure for related ideas",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-13ee-7068-9788-42f32bcbfd94",
        "evidence": "All four capabilities phrased as 'Build…', 'Develop…', 'Scale…', 'Evaluate…'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.593757+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Causal Chain",
          "slug": "causal-chain",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9e98-7269-907b-8cf727e9499d",
          "version": 1,
          "bodyDocId": null,
          "description": "Showing how one event leads to another in sequence",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-13ee-7068-9788-7ab91aa05cfa",
        "evidence": "Outbreak length drives GDP growth, with exception cases explaining residuals.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.593757+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 33,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-9a51cd8f785a",
        "evidence": "Callout states the integrated-response thesis as the page's so-what.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.384959+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Audience Definition",
          "slug": "audience-definition",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
          "version": 1,
          "bodyDocId": null,
          "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "96288dfa-b4ea-418b-951a-f0c2ba2a6640",
        "evidence": "It is the duty of health, political, societal, and business leaders to navigate through this crisis.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:06:40.990869+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Core Message Extraction",
          "slug": "core-message-extraction",
          "status": "active",
          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
          "version": 1,
          "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1321-706c-9a69-9fef719004b7",
        "evidence": "Single 'leaders need integrated response' line distills commander's intent.",
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    ],
    "patterns": []
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          {
            "name": "Situation & Context",
            "end_page": 6,
            "evidence": "Cover, perspectives intro, Flatten-Fight-Future framework, exec summary, snapshot, divider.",
            "position": 1,
            "start_page": 1
          },
          {
            "name": "Problem & Complication",
            "end_page": 13,
            "evidence": "Disease still progressing globally, hotspots shifting, lockdowns evolving.",
            "position": 2,
            "start_page": 7
          },
          {
            "name": "Solution & Approach",
            "end_page": 16,
            "evidence": "5 government actions + framing that defeating virus is the path to recovery.",
            "position": 3,
            "start_page": 14
          },
          {
            "name": "Evidence & Proof",
            "end_page": 26,
            "evidence": "Sector-by-sector and geography-by-geography data on industrial, retail, mobility recovery.",
            "position": 4,
            "start_page": 17
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 39,
            "evidence": "Capabilities companies need, vaccines, GDP forecasts, equity markets, appendix, contact.",
            "position": 5,
            "start_page": 27
          }
        ],
        "evidence": "Classic BCG perspectives deck: context (p1-5), problem (p7-13), evidence (p14-26), recommendation (p27-29), and outlook/impact (p30-39).",
        "confidence": 88
      },
      "loops": [
        {
          "id": 34,
          "slug": "34-segmentation-split",
          "end_page": 13,
          "evidence": "P9 explicit 'De-averaged view' table; p10 hotspot shifts; p11-12 lockdown effect by country; p13 localized lockdown timeline.",
          "position": 1,
          "objective": "De-averaged view of how disease progression and lockdowns differ across countries",
          "confidence": 80,
          "start_page": 7
        },
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 16,
          "evidence": "Three correlation panels on p16 reveal R-squared 0.7 with cases vs 0.03 with restrictiveness — surprising insight.",
          "position": 2,
          "objective": "Show that defeating the virus, not government restrictiveness, drives consumer spending",
          "confidence": 78,
          "start_page": 15
        },
        {
          "id": 34,
          "slug": "34-segmentation-split",
          "end_page": 26,
          "evidence": "P18 ERPC by sector, p19 PMI by country, p20 retail by geo, p22 China by category, p24 mobility by country, p26 air travel by country.",
          "position": 3,
          "objective": "Sector-and-geography scan of economic recovery (industrial, retail, mobility, travel)",
          "confidence": 82,
          "start_page": 17
        },
        {
          "id": 48,
          "slug": "48-capability-gap",
          "end_page": 29,
          "evidence": "P27 lists 4 capability circles; p28 expands resilience; p29 expands rapid demand-sensing.",
          "position": 4,
          "objective": "Identify the four capabilities companies must build to win in the new reality",
          "confidence": 85,
          "start_page": 27
        },
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 33,
          "evidence": "Vaccine pipeline (p31), 2020 GDP forecasts (p32), then p33 scatter plot links outbreak length to GDP — the insight.",
          "position": 5,
          "objective": "Reveal that countries with shorter outbreaks will have better economic performance",
          "confidence": 75,
          "start_page": 31
        },
        {
          "id": 34,
          "slug": "34-segmentation-split",
          "end_page": 36,
          "evidence": "Country-by-country unemployment (p34), market-by-market indices (p35), sector-level TSR and default risk table (p36).",
          "position": 6,
          "objective": "De-averaged view of unemployment, equity markets, and sector TSR/default risk",
          "confidence": 72,
          "start_page": 34
        }
      ],
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        {
          "tools": [
            {
              "id": 118,
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              "confidence": 70
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single 'leaders need integrated response' line distills commander's intent.",
              "confidence": 65
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
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              "evidence": "Flatten-Fight-Future arrow uses physical-action metaphors for pandemic phases.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
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              "evidence": "Three large green arrows plus numbered ribbon factors below establish reading order.",
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            },
            {
              "id": 131,
              "slug": "gestalt-principles",
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              "evidence": "Five color-coded ribbons grouped by similarity; arrows imply continuity into Future.",
              "confidence": 75
            },
            {
              "id": 92,
              "slug": "tricolon",
              "layer": "Loop",
              "evidence": "Three parallel phase headings: Flatten, Fight, Future.",
              "confidence": 80
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three-phase Flatten-Fight-Future structure anchors the deck.",
              "confidence": 80
            },
            {
              "id": 6,
              "slug": "big-idea-formula",
              "layer": "Block",
              "evidence": "Title compresses governing thought: recovery driven by 5 named factors.",
              "confidence": 65
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 118,
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              "evidence": "Bullet headings ('disease progression continues to be a major challenge') state insights, not topics.",
              "confidence": 75
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Bottom dark band crystallizes the two-dimension thesis.",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Two grouped bullet blocks (disease vs economy) chunk the summary.",
              "confidence": 75
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Answer-first executive summary: top-line claims with supporting bullets.",
              "confidence": 75
            },
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Disease challenge = situation/complication; capabilities = answer in last bullet.",
              "confidence": 60
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
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              "evidence": "Three color-banded panels (Epidemic, Consumer Activity, Business Impact) with bold KPI numerals.",
              "confidence": 78
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/yellow/green heat-shading flags month-on-month deltas.",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeating month-by-month grids per metric and country.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "In-cell percentages and footnote indices label every data point.",
              "confidence": 75
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Dashboard prioritizes numbers over decoration.",
              "confidence": 60
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          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title states 'epidemic continues to progress globally' — insight.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout highlights 'Europe is the only continent where daily new cases are declining'.",
              "confidence": 65
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "First slide of evidence-stacking loop on global disease progression.",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Subtitle quantifies '~1.5x' and '~56% recovered' as the insight.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Time-series for trend, paired with summary stats.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout highlights 'No slowdown in summer US, India seeing increase'.",
              "confidence": 70
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          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title quantifies '9 of top 15 economies' insight from the table.",
              "confidence": 85
            },
            {
              "id": 134,
              "slug": "sparklines-chart",
              "layer": "Slide",
              "evidence": "In-row tally bars and recovery progress bars beside each country.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/green deltas on growth-of-daily-new-cases column.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Three banded sub-tables (Daily cases / Recovery / Testing) with labelled headers.",
              "confidence": 70
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Minimal gridlines; numbers dominate.",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title states 'shift from eastern states in April to western and southern in June'.",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Callout '30% vs 4%' contrasts current top-5 vs April top-5 contributions.",
              "confidence": 70
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "April vs June/July hotspot pairing.",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title states the causal claim: testing/lockdowns controlled epidemic better.",
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            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout defines '4TIQ2 countries: Controlled initial outbreak using extensive measures'.",
              "confidence": 65
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
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              "evidence": "Title 'fast and stringent lockdowns shorten outbreaks; but neither alone is sufficient' is the conclusion.",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three side-by-side scatter plots with same Y-axis, varying X variable.",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "P-values labelled red ('Not statistically significant') vs green for the working hypothesis.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/green coding signals which test refutes vs supports.",
              "confidence": 80
            },
            {
              "id": 84,
              "slug": "reductio-ad-absurdum",
              "layer": "Loop",
              "evidence": "Two failed single-variable hypotheses set up the joint conclusion.",
              "confidence": 65
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the trend: shift to localized measures.",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Timeline visual for time-ordered policy events.",
              "confidence": 60
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies '5 key actions governments could take'.",
              "confidence": 85
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Five identical green circles grouped by proximity and similarity.",
              "confidence": 80
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Identically styled circles imply parallel category of recommendation.",
              "confidence": 80
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Each action paired with a specific country example (Japan, NZ, Uganda).",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Cites real countries' implementations (South Korea, California, NZ).",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'attempting to restart economy while managing disease'.",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title delivers the insight: 'Defeating virus is critical to economic recovery'.",
              "confidence": 88
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three parallel scatter panels with same Y-axis logic.",
              "confidence": 88
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "R-squared values (0.7, 0.9, 0.8, 0.03) labelled on each chart.",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Strong R-squared 0.7-0.9 vs weak 0.03 makes the disjunctive insight pop.",
              "confidence": 80
            },
            {
              "id": 103,
              "slug": "aha-moment",
              "layer": "Loop",
              "evidence": "First page of loop where R-squared 0.03 reveals counter-intuitive truth.",
              "confidence": 75
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'industrial activity and mobility still far from pre-COVID levels'.",
              "confidence": 80
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'Transportation and automotive sectors most impacted'.",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Multi-line index over time fits sector trajectory comparison.",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'Lockdown' shaded band and 'Normal state' reference line labelled.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Distinct hue per sector with legend mirrored on the right.",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Methodology box names BCG ERPC and 100+ data sources.",
              "confidence": 60
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title delivers insight + exception ('except in Japan and South Korea').",
              "confidence": 80
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names countries that recovered vs those still lagging.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Heatmap shading distinguishes recovered vs lagging cells.",
              "confidence": 80
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'shift to online retail accelerated and is continuing'.",
              "confidence": 80
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies 'China recovering across categories; apparel sales continue to be low'.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/green delta encoding on category × country grid.",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Country columns grouped under top header for easy scan.",
              "confidence": 65
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'limited recovery, except for China and South Korea'.",
              "confidence": 80
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies 'Only 4 of top 15 economies show mobility back to 85%'.",
              "confidence": 85
            },
            {
              "id": 134,
              "slug": "sparklines-chart",
              "layer": "Slide",
              "evidence": "Country rows with inline mobility bars.",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/green status coloring on the table.",
              "confidence": 70
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'lower workplace mobility recovery indicates work-from-home adoption'.",
              "confidence": 80
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'recovery in air travel is far away'.",
              "confidence": 80
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title is the recommendation: 'Companies will need to augment their capabilities'.",
              "confidence": 88
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Four equally-weighted circles grouped by proximity below shared title.",
              "confidence": 85
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Four identically styled circles signal parallel category of capability.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Capability noun in bold green circle; description in lighter text below.",
              "confidence": 75
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Each capability compressed to a 2-3 word imperative.",
              "confidence": 70
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "All four capabilities phrased as 'Build…', 'Develop…', 'Scale…', 'Evaluate…'.",
              "confidence": 80
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title is single imperative 'Building greater systemic resilience'.",
              "confidence": 80
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Callout distills resilience into 'absorb stress, recover, thrive'.",
              "confidence": 70
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the imperative: 'rapid sensing capabilities a key imperative'.",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Callout uses 'imperative' to elevate urgency.",
              "confidence": 50
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'Development at unprecedented pace'.",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Pull quotes from Dr. Fauci and Dr. Petri credential the optimism.",
              "confidence": 80
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Big '23' and '59' candidate counts cited from WHO/Milken.",
              "confidence": 78
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two parallel mini-dashboards with bold counts and phase progress bar.",
              "confidence": 70
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'severe downturn in 2020 with rebound in 2021'.",
              "confidence": 80
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'shorter outbreaks lead to better economic performance'.",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Scatter plot with regression line ideal for correlation claim.",
              "confidence": 85
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            "version": 1,
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            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
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          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
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            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
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        {
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            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
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