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          "canonId": "019dd956-6b0a-74a4-9ebb-77e5dc8152aa",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Trigger Action -> First Reaction -> Second Reaction -> Final Impact",
          "description": "Demonstrate how a single small strategic move triggers a cascade of positive outcomes",
          "familyLabel": null,
          "categoryName": "Causation",
          "categorySlug": "causation"
        },
        "matchId": "019dd95a-088c-724c-b311-0cfbe4461858",
        "evidence": "Wholesale shift → online acceleration → integrated ecosystem → retail role evolves.",
        "position": 5,
        "objective": "Trace how channels integrate into one ecosystem",
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 30,
        "from": 25,
        "loop": {
          "name": "12_myth_buster",
          "slug": "12-myth-buster",
          "status": "active",
          "bestFor": "Rebranding, changing market perception, correcting false assumptions",
          "canonId": "019dd956-6aac-748b-b08d-f2b9c3727326",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Common Belief -> The Friction/Failure of that Belief -> The New Truth",
          "description": "Address a common misconception head-on to clear the room for a new truth",
          "familyLabel": null,
          "categoryName": "Persuasion",
          "categorySlug": "persuasion"
        },
        "matchId": "019dd95a-088c-724c-b311-10513b532010",
        "evidence": "p.26 'Traditional segmentation losing relevance' → p.30 'Uniqueness is the essence...opinions become new fuel'.",
        "position": 6,
        "objective": "Bust the segmentation myth, install opinions/uniqueness",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 34,
        "from": 31,
        "loop": {
          "name": "11_golden_circle",
          "slug": "11-golden-circle",
          "status": "active",
          "bestFor": "Visionary leadership, brand positioning, mission statements",
          "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
          "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
          "familyLabel": null,
          "categoryName": "Vision",
          "categorySlug": "vision"
        },
        "matchId": "019dd95a-088c-724c-b311-148dcfb852b8",
        "evidence": "Why (consumers want to live the story) → How (inspire across touchpoints) → What (store as epicenter).",
        "position": 7,
        "objective": "Anchor curated brand story-living as the new how/what",
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 40,
        "from": 35,
        "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-088c-724c-b311-19444e5c223e",
        "evidence": "Polarization (~65% winners), winners-only profit data, capex-to-opex shift contrasting cohorts.",
        "position": 8,
        "objective": "Split winners vs losers and explain economics shift",
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 42,
        "from": 41,
        "loop": {
          "name": "47_quick_win_big_bet",
          "slug": "47-quick-win-big-bet",
          "status": "active",
          "bestFor": "Transformation planning, 100-day plans, resource allocation",
          "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
          "description": "Separate initiatives into immediate wins and longer-term strategic bets",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088c-724c-b311-1d02bbb4bff9",
        "evidence": "Recap of seven themes (p.41) followed by 'Monday morning agenda' translating each theme into an action.",
        "position": 9,
        "objective": "Synthesize themes and assign actions",
        "confidence": 70,
        "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-16c4-7148-8114-b1e04aeae830",
        "evidence": "Bold red banner crystallises POV in <20 words: 'Luxury is changing skin'.",
        "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": 72,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "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": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-16c4-7148-8114-af2af441eb60",
        "evidence": "Seven themes presented as distinct, comprehensive lenses on luxury.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "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-16c4-7148-8114-ab79496c3d80",
        "evidence": "Answer-first synthesis row above seven supporting theme rows.",
        "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": 85,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "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": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-16c4-7148-8115-f8fd1474b27e",
        "evidence": "Same seven distinct themes covering luxury comprehensively.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 41,
        "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-16c4-7148-8114-b72a63743f10",
        "evidence": "Seven labelled chunks (one per theme) sit in a vertical stack.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-16c4-7148-8114-ce0601d351d8",
        "evidence": "Anchors loop's data narrative: total → categories → growth.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 68,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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-16c4-7148-8114-f0f70d5eff1e",
        "evidence": "Closes the opening loop with the '11% CAGR' reveal.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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-16c4-7148-8114-f93bb3b1b868",
        "evidence": "Stagnation vs new normal contrast frames the loop.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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-16c4-7148-8115-1585915addea",
        "evidence": "Local +4% then tourist +6% adds to total — additive driver chain.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "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-16c4-7148-8115-1ca6d567b8df",
        "evidence": "Volume vs price contrast carries the slide's thesis.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Payoff",
          "slug": "payoff",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a464-704b-b1a1-e1d483709f00",
          "version": 1,
          "bodyDocId": null,
          "description": "Delivering on earlier setup for satisfying resolution",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-16c4-7148-8115-240d83b8708a",
        "evidence": "Forward outlook concludes the Healthier loop.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 68,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Antithesis",
          "slug": "antithesis",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a1f8-7283-8cf4-8e2c4292cc4e",
          "version": 1,
          "bodyDocId": null,
          "description": "Juxtaposing contrasting ideas in parallel structure",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-16c4-7148-8115-4626eebfa34f",
        "evidence": "Antithetic title 'Insider abroad, stranger at home' juxtaposes opposites.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "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-16c4-7148-8115-3df45bc5b88a",
        "evidence": "Two-column LOCAL ABROAD vs TOURIST AT HOME with mirrored attribute lists.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:33.319977+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
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              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Four enclosed photo tiles — proximity and enclosure group categories.",
              "confidence": 70
            },
            {
              "id": 142,
              "slug": "grid-system",
              "layer": "Slide",
              "evidence": "Four-quadrant grid with consistent tile geometry.",
              "confidence": 75
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Hero photos dominate each cell instead of text.",
              "confidence": 75
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states insight: 'Experiences are winning in the post-crisis era'.",
              "confidence": 90
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red dashed line for Experiences vs grey for Personal goods.",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Word 'winning' in title charges the data emotionally.",
              "confidence": 65
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Lines labelled with category and CAGR/YoY % at right.",
              "confidence": 80
            },
            {
              "id": 103,
              "slug": "aha-moment",
              "layer": "Loop",
              "evidence": "Closes the opening loop with the '11% CAGR' reveal.",
              "confidence": 72
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'after 2016 stagnation, healthier new normal in 2017'.",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Stagnation vs new normal contrast frames the loop.",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes insight: 'Millennials already 30% of the market; Gen Z comes next'.",
              "confidence": 92
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red shades highlight Gen Y/Z growth segments vs grey for Gen X.",
              "confidence": 78
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Stacked bars left, bullet implications right with bold key terms.",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific shares (38%, 30%, 26%) instead of vague 'most'.",
              "confidence": 78
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states insight 'local consumption back across the board'.",
              "confidence": 85
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'Tourist spend is providing a key extra boost'.",
              "confidence": 85
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Local +4% then tourist +6% adds to total — additive driver chain.",
              "confidence": 60
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'growth driven by volume – not price increase'.",
              "confidence": 85
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Volume vs price contrast carries the slide's thesis.",
              "confidence": 65
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the outlook: '4-5% growth per annum to 2020'.",
              "confidence": 88
            },
            {
              "id": 100,
              "slug": "payoff",
              "layer": "Loop",
              "evidence": "Forward outlook concludes the Healthier loop.",
              "confidence": 68
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'positive growth across geographies, with China top performer'.",
              "confidence": 88
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'long-haul tourists back in Europe with increased volumes'.",
              "confidence": 85
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'positive growth across the board, with both China and Chinese accelerating'.",
              "confidence": 85
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'booming Chinese consumption paired with healthy growth of other nationalities'.",
              "confidence": 85
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states paradox: 'Insider abroad, stranger at home'.",
              "confidence": 92
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Two-column LOCAL ABROAD vs TOURIST AT HOME with mirrored attribute lists.",
              "confidence": 90
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Each column lists four parallel attributes (store concept, product, experience, feeling).",
              "confidence": 85
            },
            {
              "id": 94,
              "slug": "antithesis",
              "layer": "Loop",
              "evidence": "Antithetic title 'Insider abroad, stranger at home' juxtaposes opposites.",
              "confidence": 80
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Stores framed as 'episodes of the brand narrative'.",
              "confidence": 70
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Loneliness photo + 'feeling welcomed' language tap emotion.",
              "confidence": 65
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'wholesale growth driven by specialty and online'.",
              "confidence": 88
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'online: growth acceleration driven by specific focus'.",
              "confidence": 85
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states full insight 'channels coming together in interdependent ecosystem'.",
              "confidence": 90
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Calls integrated channels an 'ecosystem' (biological metaphor).",
              "confidence": 80
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'retail footprint evolving its importance and role'.",
              "confidence": 85
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Callout 'manage the network is the new mantra for retail' compresses thesis.",
              "confidence": 70
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'traditional market segmentation is losing relevance'.",
              "confidence": 90
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Era timeline with growing red consumer-base bubbles draws eye through stages.",
              "confidence": 78
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red bubbles for consumer counts, grey shapes for pyramid evolution.",
              "confidence": 75
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Pyramid morphing into circle metaphorises segmentation collapse.",
              "confidence": 65
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Eras flow: Origins → Democratization → Crisis → Bulimia → New Normal.",
              "confidence": 60
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'players shaping category performance through tailored strategies'.",
              "confidence": 82
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'investing in luxury streetwear to attract Gen Y'.",
              "confidence": 80
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes shift: 'from an end in itself to a means to self-express'.",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Old purpose vs new purpose framed as a binary shift.",
              "confidence": 75
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'Uniqueness is the essence...opinions become new fuel of aspiration'.",
              "confidence": 90
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Explicit FROM/TO red circles with mirrored attribute lists.",
              "confidence": 90
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "FROM column and TO column each list four parallel attributes.",
              "confidence": 82
            },
            {
              "id": 94,
              "slug": "antithesis",
              "layer": "Loop",
              "evidence": "Each FROM item paired with antithetic TO item.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Central 'Core Promise & Value Proposition' hub with radiating axes.",
              "confidence": 75
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'consumers want to live the story'.",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "'Live the story' language taps experiential emotion.",
              "confidence": 65
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'brands need to inspire customers throughout touchpoints'.",
              "confidence": 85
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'the store becomes the epicenter of the brand story-living'.",
              "confidence": 88
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Store framed as 'epicenter' (geological metaphor for radiating impact).",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Central 'STORE EPICENTER' label dominates, four quadrants with attributes.",
              "confidence": 75
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Four photo quadrants grouped by proximity around central hub.",
              "confidence": 72
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'best-in-class leading wave of change, yet polarization remains'.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red bars for positive CAGR, grey for negative CAGR across each era.",
              "confidence": 82
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Five identical bar-distribution charts for five eras enable comparison.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Red trend line overlaid on bar charts shows winners-share trajectory.",
              "confidence": 75
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'consistently delivered attractive operating profits'.",
              "confidence": 82
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes total figure: '€350B cumulated profits'.",
              "confidence": 78
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 20-year cumulative figure (€350B).",
              "confidence": 80
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'growth is becoming more expensive than in past 20 years'.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red bars for positive variation, grey for negative.",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel distributions (Revenue, EBIT variation) for direct comparison.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Big red 'Revenue Winners Only' callout disc breaks pattern to fix attention.",
              "confidence": 65
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes shift: 'From CAPEX...to OPEX'.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "CAPEX vs OPEX dichotomy in title.",
              "confidence": 75
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Bottom banner 'Luxury is changing skin: the rise of millennialism'.",
              "confidence": 92
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Identical 'on a page' layout to slide 2 — explicit callback to opener.",
              "confidence": 88
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Same seven distinct themes covering luxury comprehensively.",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Seven chunks make synthesis scannable.",
              "confidence": 72
            },
            {
              "id": 114,
              "slug": "peak-end-rule",
              "layer": "Loop",
              "evidence": "Penultimate slide front-loads memorable summary before action close.",
              "confidence": 70
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Bottom banner is a directive: 'Be customer-obsessed and millennial-minded'.",
              "confidence": 92
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Memorable line + clear CTA per theme constitute the close.",
              "confidence": 85
            },
            {
              "id": 100,
              "slug": "payoff",
              "layer": "Loop",
              "evidence": "Each theme set up earlier resolves into a concrete action here.",
              "confidence": 80
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Seven action statements share parallel imperative-verb construction ('Build', 'Develop', 'Invest').",
              "confidence": 78
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "'Customer-obsessed' framing leans on emotion.",
              "confidence": 60
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'methodology of the study'.",
              "confidence": 70
            }
          ],
          "page_number": 46
        }
      ],
      "slides_seen": 47,
      "deck_summary": "Bain's market monitor aligns moderately with Storymakers: strong action titles, MECE seven-theme spine and an explicit Triple-Take payoff (data → 'on a page' → Monday morning agenda), but the middle stretches read as data dumps rather than tightly engineered loops, and the recommendation lands as light advisory bullets rather than a directive Hero's-Journey close.",
      "secondary_arcs": [
        {
          "id": 1,
          "slug": "consultants-gambit",
          "beats": [
            {
              "name": "Situation & Context",
              "end_page": 6,
              "evidence": "Global luxury at €1.2T, experiences winning post-crisis.",
              "position": 1,
              "start_page": 4
            },
            {
              "name": "Problem & Complication",
              "end_page": 30,
              "evidence": "Healthier/Universal/Ecosystemic/Post-aspirational sections describe the changing landscape.",
              "position": 2,
              "start_page": 7
            },
            {
              "name": "Solution & Approach",
              "end_page": 34,
              "evidence": "Curated section: store as epicenter of brand story-living.",
              "position": 3,
              "start_page": 31
            },
            {
              "name": "Evidence & Proof",
              "end_page": 40,
              "evidence": "Profitability data, polarization charts, capex-to-opex shift.",
              "position": 4,
              "start_page": 35
            },
            {
              "name": "Impact & Next Steps",
              "end_page": 42,
              "evidence": "On-a-page synthesis plus Monday morning agenda.",
              "position": 5,
              "start_page": 41
            }
          ],
          "evidence": "Context (p.4-6) → market complication (p.7-30 changing customer) → curated solution (p.31-34) → proof (p.35-40) → next steps (p.41-42).",
          "confidence": 62
        }
      ],
      "images_inspected": 10,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "2x2 Comparison Matrix",
              "slug": "2x2-matrix",
              "evidence": "Two-column comparison with parallel attributes — 2x2 in spirit but really a 2-column matrix.",
              "confidence": 60
            }
          ],
          "page_number": 19
        },
        {
          "frameworks": [
            {
              "name": "Maturity Model",
              "slug": "maturity-model",
              "evidence": "Era timeline (1985→2025) with evolving pyramid shapes and labelled stages.",
              "confidence": 70
            }
          ],
          "page_number": 26
        },
        {
          "frameworks": [
            {
              "name": "From-To Migration Framework",
              "slug": "from-to-migration",
              "evidence": "Explicit FROM/TO red circles bracket two parallel attribute columns around a central hub.",
              "confidence": 78
            }
          ],
          "page_number": 30
        },
        {
          "frameworks": [
            {
              "name": "2x2 Matrix",
              "slug": "2x2-matrix",
              "evidence": "Four quadrants (Brand Experiences / Consumer Passions / Services / Transactions) around a central 'Store Epicenter'.",
              "confidence": 75
            }
          ],
          "page_number": 34
        },
        {
          "frameworks": [
            {
              "name": "Era Timeline / Cycle",
              "slug": "era-timeline",
              "evidence": "Five labelled eras (Sortie du Temple, Crisis, Chinese Bulimia, Reboot, New Normal) with overlaid trajectory line.",
              "confidence": 72
            }
          ],
          "page_number": 36
        }
      ]
    },
    "matchedAt": "2026-04-26 21:09:01+00",
    "slidesSeen": 47,
    "deckSummary": "Bain's market monitor aligns moderately with Storymakers: strong action titles, MECE seven-theme spine and an explicit Triple-Take payoff (data → 'on a page' → Monday morning agenda), but the middle stretches read as data dumps rather than tightly engineered loops, and the recommendation lands as light advisory bullets rather than a directive Hero's-Journey close.",
    "imagesInspected": 10,
    "extractionSeconds": 404.33844
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 11:17:21.523+00",
    "subScores": {
      "scqa_arc": 72,
      "action_titles": 88,
      "mece_structure": 70,
      "closing_strength": 80,
      "evidence_quality": 85,
      "clarity_of_thesis": 82,
      "production_quality": 75,
      "visual_storytelling": 80
    },
    "totalScore": 78,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The deck moves from situation (market size, slides 4-6) through complications (millennials, China, channel shift, polarization) to synthesis (slide 41) and answer (slide 42 CEO agenda), but the 'question' is implicit and several middle sections read as analytical dump.",
      "action_titles": "Almost every analytical slide carries an insight-bearing title (e.g. slide 9: 'Market accelerating towards younger generations — Millennials already 30% of the market; Gen Z comes next') rather than a topic label.",
      "mece_structure": "The five thematic chapters (Healthier, Universal, Ecosystemic, Post-Aspirational, Curated) are mostly distinct but Universal (geographies/consumers) and Post-Aspirational (consumer values) blur, and Curated overlaps Ecosystemic on retail experience (slides 19, 33-34).",
      "closing_strength": "Slide 41 synthesizes 'on a page' and slide 42 ('Luxury CEO Monday Morning Agenda — Be customer-obsessed and millennial-minded') delivers six concrete imperatives, a clear recommendation close before bios/appendix.",
      "evidence_quality": "Claims are consistently backed by quantified charts/tables (slide 39 has 60 data points; slides 17 and 36 have 12 and 25), with footnotes defining scope (slides 6, 16); few unsupported assertions.",
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      "production_quality": "High action-title density and consistent red/white Bain branding, but two overcrowded slides (6, 12), repeated callouts that duplicate titles, and a fragmented title on slide 40 ('STORES STORES STORES') ding polish.",
      "visual_storytelling": "Strong variety: waterfall (4), staircase bar (8), world-map bubbles (10-11), 2x2 matrix (34), gear diagram (23), big-number teaser (38) — tool generally matched to message, with two slides flagged overcrowded (6, 12)."
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    "verdict": "A polished Bain market-monitor with strong insight-bearing action titles and named thematic pillars, but under-tensioned and under-actioned — use pages 9-18 and 41 as teaching examples of quantified headlines and on-a-page synthesis, not as a Storymakers arc exemplar.",
    "reviewedAt": "2026-04-24 14:20:39+00",
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    "suggestions": [
      "Add a complication slide after p.4-5 stating what is at stake for luxury players if they miss the millennial shift (share loss, margin compression from opex shift) — converts the report from descriptive to S→C→A→R",
      "Rewrite single-word dividers into declarative pillar claims (e.g. 'Experi(m)ent(i)al → experiences outpace goods, +11%'), so the table of contents itself carries the argument",
      "Expand p.42 into 3-5 concrete moves (customer data, streetwear/collab, store-as-story-living, ecosystem channel ownership, capex→opex reallocation) tied back to each pillar — turns the close from slogan into playbook",
      "Cut or move p.43 and p.47 'People Passion Results!' to back matter; end on the recommendation for a stronger memorable close"
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    "closingScore": 74,
    "openingScore": 70,
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      "Strong quantitative action titles with embedded numbers (p.9 '30% of the market', p.11 'Tourist spend +6%', p.15 'China top performer +15%') — textbook insight-first headlines",
      "Explicit 'on-a-page' synthesis (p.41) followed by a single recommendation slide (p.42) — a proper landing pattern"
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    "topWeaknesses": [
      "Weak complication: no slide frames the 'so what / what's at risk' — the deck jumps from context straight to analysis without a tension beat",
      "Single-word divider titles (p.3 'Experi(m)ent(i)al', p.14 'Universal', p.25 'Post-Aspirational') are clever but non-declarative; a reader skimming dividers cannot reconstruct the argument",
      "Recommendation is one slogan ('Be customer-obsessed and millennial-minded', p.42) with no sub-moves, priorities, or implications — the action is under-specified",
      "Tail filler (p.43 and p.47 'People Passion Results!') weakens the close and telegraphs an internal-marketing ending rather than a client-action ending"
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    "narrativeScore": 72,
    "pillarCritique": "Section dividers (Experi(m)ent(i)al, Healthier, Universal, Ecosystemic, Post-Aspirational, Curated, Polarized/Profitable/Evolving) are genuine thematic pillars, but seven buckets strain MECE — 'Post-Aspirational' and 'Curated' overlap heavily on brand-story/self-expression, and 'Polarized, Profitable, Evolving' fuses three ideas into one divider.",
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    "titleQualityScore": 76,
    "titleQualityCritique": "Most action titles are declarative and insight-bearing — e.g. p.9 'Market accelerating towards younger generations… millennials already 30% of the market', p.12 'Luxury market growth driven by volume – not price increase', p.21 'New era in retail; wholesale growth driven by specialty and online'. A few lapse into topic labels or one-word teasers (p.5 '2017', p.3/7/14/20/25/31 single-word dividers, p.43 'People Passion Results!')."
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              "version": 1,
              "description": "Slide title or headline."
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          "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.",
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            "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.",
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          "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.",
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          "extraction": {
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          "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.",
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            "name": "MECE Principle",
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            "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
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          "agents": [
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          "extraction": {
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            "name": "Pyramid Principle",
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            "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.",
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            "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.",
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            "categoryName": "Block",
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          "agent": "Architect",
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          "agents": [
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          "evidence": "Answer-first synthesis row above seven supporting theme rows.",
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          "extraction": {
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          "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.",
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          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
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        {
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            "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
            "version": 1,
            "bodyDocId": null,
            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
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            "categoryName": "Loop",
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          },
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          "agents": [
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          "evidence": "Seven labelled chunks (one per theme) sit in a vertical stack.",
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          "extraction": {
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        {
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            "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.",
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          "evidence": "Bottom banner states the insight: 'Luxury is changing skin: the rise of millennialism'.",
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          "confidence": 90,
          "extraction": {
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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.",
          "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.",
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          "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."
        },
        {
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            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
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            "description": "A condensed view of the entire argument on a single slide / block.",
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          "matchId": "851fe4b0-c0b6-4345-95ef-267e293bcef6",
          "evidence": "This slide is titled 'WORLDWIDE LUXURY MARKET ON A PAGE: 2017 AND BEYOND' and has a type of 'executive_summary'",
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          "confidence": 0.9,
          "extraction": {
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          "evidence": "'On a page' lists seven themes, each row an insight with implication; ends with the big idea 'Luxury is changing skin'.",
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            "description": "Demonstrate how a single small strategic move triggers a cascade of positive outcomes",
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        {
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          "arc": {
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  "arcBeats": [
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      "label": "The Facts (What)",
      "description": "Market sizing, growth metrics, geographies, channels — raw data establishing the state of luxury."
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    {
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      "label": "Before After",
      "description": "Contrast 2016 stagnation with 2017 healthier new normal"
    },
    {
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      "label": "Tale Two Worlds",
      "description": "Show universal customer behaving as local-tourist hybrid"
    },
    {
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      "label": "Domino Effect",
      "description": "Trace how channels integrate into one ecosystem"
    },
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      "description": "Bust the segmentation myth, install opinions/uniqueness"
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      "description": "Split winners vs losers and explain economics shift"
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}