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          "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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          "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-0f08-73d3-9881-33f3ba5ef1f6",
        "evidence": "Exec summary crystallizes POV + stake: sustainable demand grows 4.5x faster",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+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": "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-0f08-73d3-9881-362c70c741e7",
        "evidence": "Answer-first exec summary with three supporting actions stated upfront",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+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": "Curiosity Gap",
          "slug": "curiosity-gap",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9703-74ef-8b85-96dfd8525025",
          "version": 1,
          "bodyDocId": null,
          "description": "People seek missing information - create open questions that demand resolution",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-d0da2f3f7567",
        "evidence": "Tease 'we have identified three key actions' before naming them",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Progressive Disclosure",
          "slug": "progressive-disclosure",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-ac0e-734f-96a9-2a5ce72bdc19",
          "version": 1,
          "bodyDocId": null,
          "description": "Users less overwhelmed when complex features revealed gradually",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect",
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-395ea1ca88b9",
        "evidence": "Divider 'Consumers demand eco-friendly products' opens the first evidence chapter",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+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-0f08-73d3-9881-4e8d1b231302",
        "evidence": "Four stat tiles arranged in a 2x2 grid for digestibility",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+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-0f08-73d3-9881-67667b650b08",
        "evidence": "Three independent studies -> same pattern -> conclusion of rising willingness-to-pay",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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-0f08-73d3-9881-7e432c5d870f",
        "evidence": "Loop attaches: consumer demand -> brand commitments -> chemical demand at $570B",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+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-0f08-73d3-9881-8777d366fd5f",
        "evidence": "Loop attaches: opens the chapter contrasting sustainable vs conventional",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Information Gap Theory",
          "slug": "information-gap-theory",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a856-765e-88bc-f703bdfec762",
          "version": 1,
          "bodyDocId": null,
          "description": "Curiosity arises from gap between what we know and want to know",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-d658138e491e",
        "evidence": "Loop attaches: explicit pivot from research findings to actions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Callback",
          "slug": "callback",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
          "version": 1,
          "bodyDocId": null,
          "description": "Referencing earlier content for payoff and cohesion",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9882-02410e94e205",
        "evidence": "Echoes the opening exec-summary numbers ($570B, three actions) for cohesion",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "f15d925d-ccf2-4a6a-8462-57cb67c33633",
        "evidence": "title/subtitle: Opportunities for chemicals to capture growth",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:32:21.736682+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Principle",
          "slug": "contrast-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
          "version": 1,
          "bodyDocId": null,
          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-2da2dabecb8b",
        "evidence": "11% CAGR (sustainable) explicitly contrasted with 2.4% CAGR (conventional)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "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-0f08-73d3-9881-24d876e24ddd",
        "evidence": "Right rail isolates '4.5X faster projected growth' as the single big idea",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "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.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
        "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
        "cardinality": null,
        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "7d132bbc-56ff-46c2-8cf0-f68a3828521b",
        "evidence": "callout/primary: This report is part of our series of insights exploring how chemical companies can leverage sustainability-related demand.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:32:21.809188+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Von Restorff Effect",
          "slug": "von-restorff-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
          "version": 1,
          "bodyDocId": null,
          "description": "Items that stand out are noticed and remembered - make key points visually distinct",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-2acaaed9bfa4",
        "evidence": "Oversized '4.5X' visually dominates the dense exec summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-3cbe6f5408df",
        "evidence": "Single full-bleed headline, no body - pure section marker",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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-0f08-73d3-9881-41c4a52b884a",
        "evidence": "Title states the insight: 'Sustainability shapes consumer purchasing and lifestyle choices'",
        "pageRefs": null,
        "priority": "Core",
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        "confidence": 80,
        "extraction": {
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        "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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      },
      {
        "tool": {
          "name": "Audience Definition",
          "slug": "audience-definition",
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          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
          "version": 1,
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          "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?",
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          "categoryName": "Block",
          "categorySlug": "block"
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        "agent": "Storyteller",
        "layer": "slide",
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        ],
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        "evidence": "The slide mentions a specific survey of 25,000 consumers across 22 countries, indicating a focus on a particular audience.",
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        "confidence": 0.7,
        "extraction": {
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          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
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          "description": "Expert opinions are weighted more heavily - cite credible sources",
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          "categoryName": "Slide",
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        "agent": "Storyteller",
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          "Storyteller"
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        "evidence": "Cites 'Accenture survey of 25,000 consumers across 22 countries'",
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        "confidence": 75,
        "extraction": {
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      {
        "tool": {
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          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
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          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
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        "matchId": "019dd95a-0f08-73d3-9881-44d5869d5a34",
        "evidence": "Four specific stats: 51%, 70%, 60%, 65%",
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        "confidence": 90,
        "extraction": {
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      {
        "tool": {
          "name": "Von Restorff Effect",
          "slug": "von-restorff-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
          "version": 1,
          "bodyDocId": null,
          "description": "Items that stand out are noticed and remembered - make key points visually distinct",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-4bb4e8bd8ec2",
        "evidence": "Oversized % numerals dominate each of the four boxes",
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        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
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      },
      {
        "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": [
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        ],
        "matchId": "019dd95a-0f08-73d3-9881-55d32493be5b",
        "evidence": "Title states the conclusion: 'studies reveal a growing willingness to pay a premium'",
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        "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": 80,
        "extraction": {
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        "pageNumber": 5,
        "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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      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
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          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
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          "categoryName": "Slide",
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        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "019dd95a-0f08-73d3-9881-5f2994c46eda",
        "evidence": "Bracketed '16 pp*', '15 pp*', '16 pp*' delta callouts on each chart",
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        "confidence": 88,
        "extraction": {
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        "pageNumber": 5,
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      {
        "tool": {
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          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
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          "description": "Expert opinions are weighted more heavily - cite credible sources",
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          "categoryName": "Slide",
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        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-638b3320b79f",
        "evidence": "Three named third-party sources: Nielsen, First Insight, PDI Technologies",
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        "confidence": 80,
        "extraction": {
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      },
      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "b7ee8084-7c54-488e-bd25-5113a2314fda",
        "evidence": "The slide features a bar chart showing the percentage of consumers willing to pay more for sustainable products.",
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        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:32:29.269516+00",
          "model": "or:meta-llama/llama-4-scout",
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      },
      {
        "tool": {
          "name": "Small Multiples",
          "slug": "small-multiples",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
          "version": 1,
          "bodyDocId": null,
          "description": "Repeating similar charts for comparison across categories or time",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9881-585680b9c868",
        "evidence": "Three side-by-side bar charts: Nielsen / First Insight / PDI Technologies",
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        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
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      },
      {
        "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.",
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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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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "019dd95a-0f08-73d3-9881-6a193e9f7e7e",
        "evidence": "Divider title states the chapter thesis: 'industries commit to meet consumer preferences'",
        "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": {
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        },
        "pageNumber": 6,
        "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."
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
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        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "cfcbd3a8-1a28-4a73-95f2-df62cd8881e3",
        "evidence": "The slide is titled 'section_divider' and has a clear header that separates sections.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
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        "pageNumber": 6,
        "whyItWorks": null,
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        "cardinality": "common",
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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.",
          "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": "slide",
        "agents": [
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        ],
        "matchId": "2f011b55-4898-4625-be08-511ae40b9a1c",
        "evidence": "The slide presents a clear projection of demand for sustainability-related chemical products and solutions.",
        "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": 0.7,
        "extraction": {
          "at": "2026-07-16 21:32:29.429794+00",
          "model": "or:meta-llama/llama-4-scout",
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        },
        "pageNumber": 7,
        "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": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "019dd95a-0f08-73d3-9881-728640acd1fa",
        "evidence": "Specific numbers: $340B, $570B, 70%, 11% CAGR, 2.4% CAGR",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 88,
        "extraction": {
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          "model": "claude-legacy",
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        },
        "pageNumber": 7,
        "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-0f08-73d3-9881-6fa43a0829c4",
        "evidence": "Bold sentence: 'demand will rise from $340 billion in 2023 to $570 billion by 2028'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "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.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
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          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
        "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
        "cardinality": null,
        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
      },
      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
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        {
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              "evidence": "Bubble sizes encode absolute growth, drawing the eye to automotive/utilities",
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              "evidence": "Divider headline 'How to capture the future of demand' opens the recommendation chapter",
              "confidence": 70
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              "evidence": "Lab pipette + green sprout image evokes innovation/sustainability",
              "confidence": 75
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            {
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              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Tease 'we have identified three key actions' before naming them",
              "confidence": 75
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              "layer": "Loop",
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              "confidence": 65
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        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
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              "evidence": "Numbered title is the recommendation: '01 Accelerate innovation by reinventing R&D'",
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              "slug": "concrete-language",
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              "evidence": "Specific quantified claim: 'increase average success rates by up to 70%'",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Cites a 'major chemical producer, teaming with Accenture' patent-search case",
              "confidence": 70
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Numbered title is the recommendation: '02 Develop and communicate a compelling value proposition'",
              "confidence": 90
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              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Concrete elements like traceability, transparency, premium pricing",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
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              "evidence": "Numbered title is the recommendation: '03 Build value-chain partnerships'",
              "confidence": 90
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            {
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              "evidence": "Shell + AmEx + Energy Web Foundation + Accenture SAF book-and-claim cited as flagship case",
              "confidence": 80
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              "evidence": "Synthesizes 4.5X / $570B thesis and lists two 'Learn more' CTA links",
              "confidence": 85
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              "slug": "action-titles",
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              "evidence": "Headline 'The path to capturing growth from future demand' states the takeaway",
              "confidence": 80
            },
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              "evidence": "Final paragraph distills three actions + $570B prize into one sentence",
              "confidence": 78
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              "evidence": "Echoes the opening exec-summary numbers ($570B, three actions) for cohesion",
              "confidence": 75
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              "slug": "authority-bias",
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              "evidence": "Sections 1 & 2: consumer + industry data chapters",
              "position": 1,
              "start_page": 3
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              "evidence": "Maturing demand + penetration matrix imply structural shift",
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              "start_page": 11
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              "name": "The Action (Now What)",
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              "evidence": "Three recommended actions plus closing path-forward",
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          "confidence": 55
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      "slide_frameworks": [
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              "evidence": "Three-stage flow labeled Input -> Chemicals -> Client Industry -> End-user industry sales",
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          ],
          "page_number": 9
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          "frameworks": [
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              "evidence": "Bubble chart with axes '% Growth (CAGR)' (Y) and '% Product penetration rate' (X) split into two zones",
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    "deckSummary": "Strong textbook Consultant's Gambit - Accenture executes Situation->Complication->Evidence->three-action Solution->Impact with action titles, concrete numbers, named-source authority and a clear contrast (sustainable vs conventional) running through Figures 2-5. The recommendation block (pp14-16) is enumerated rather than tightly looped, but overall alignment with Storymakers conventions is high.",
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    "totalScore": 76,
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      "scqa_arc": "Strong SCQA: Situation (slides 3-5 consumer demand), Complication (6-12 industries shifting, conventional shrinking), Question (slide 13 'How to capture'), Answer (slides 14-17 three actions + synthesis).",
      "action_titles": "Most narrative slides carry sentence-form action titles (e.g., slide 5 'Several studies reveal a growing willingness among consumers to pay a premium for sustainable products'), though figures retain 'Figure N:' prefixes and slides 11/16/18-21 fall back to topic labels.",
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      "closing_strength": "Slide 17 synthesizes the thesis and points to two 'Learn more' URLs but lacks a sharp call-to-action, owner, or sequenced next steps — it summarizes rather than mobilizes.",
      "evidence_quality": "Claims are consistently backed: triangulated 3-source bar chart on slide 5, 25k-respondent Accenture survey on slide 4, Capital IQ/Oxford Economics CAGR data on slide 10, named precedents (L'Oréal, H&M, Danone, Unilever, Shell SAF), plus methodology appendix and 20-item reference list.",
      "clarity_of_thesis": "Thesis is identifiable by slide 2 via the 4.5X big-number callout and quantified $340B→$570B framing, though it is spread across exec-summary prose rather than a single declarative sentence.",
      "production_quality": "Consistent purple-to-teal palette, disciplined footnotes and figure numbering, but six slides (4, 5, 9, 10, 11, 12) are tagged overcrowded and recommendation slides 14-16 are text-heavy paragraph blocks rather than structured frameworks.",
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    "verdict": "A well-structured thought-leadership deck with a clean SCQA arc and answer-first exec summary — strong Storymakers exemplar for opening/closing discipline, but the overlapping middle dividers make it a flawed template for teaching MECE pillar design.",
    "reviewedAt": "2026-04-24 13:18:07+00",
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    "suggestions": [
      "Merge or re-cast dividers p.6 and p.8 into a single pillar (e.g. 'B2C industries are already shifting, and their sustainability segments are outgrowing conventional ones') to restore MECE",
      "Rewrite p.16 title to match the pattern of p.14/p.15 — e.g. 'Build value-chain partnerships because no chemical company can capture this growth alone'",
      "Upgrade p.11 title to state the insight: 'Sustainability segments already represent 35-39% of business in leading sectors'",
      "Consider adding a 'so what' stakes slide between cover and exec summary — what chemical companies lose by not acting"
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    "closingScore": 82,
    "openingScore": 78,
    "topStrengths": [
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      "P.16 title '03 Build value-chain partnerships' is a label, not an insight — inconsistent with p.14 and p.15 recommendations",
      "P.11 'Maturing sustainability-related demand' is a topic header where the key metrics (39%, 37%, 35%) deserve a declarative title",
      "Opening relies on one slide (p.2) to carry the thesis; no hook slide between cover and exec summary"
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          "text": "To learn if consumers are willing to pay more for sustainable products (Figure 2), we drew insights from surveys covering diverse regions and consumer groups, using reports from Nielsen, First Insight and PDI Technologies. To estimate growth for sustainability-related products (Figure 4), we analyzed the CAGR for 2021–2023 for sustainability-related products across five or more representative companies per industry. For the automotive, electronics, construction and utilities industries, we focused on material usage and sales penetration. For the food, packaging, personal care and textiles industries, we studied market reports. For the agriculture and pulp/paper industries, we relied on company and industry reports. We based overall growth calculations on Oxford Economics GDP sales (nominal, $B). Additionally, we used revenue growth data from representative companies for the home/personal care and packaging industries. To estimate sustainable product penetration (Figure 5), we analyzed company data focusing on material usage and sales penetration for the automotive, electronics, construction and utilities industries. For the food, packaging, personal care and textiles industries, we studied market reports. For the agriculture and pulp/paper sectors, we studied both company and industry reports. In evaluating electric/light-vehicle sales, our analysis centered on the US, mainland China and the European Economic Area. We defined conventional product penetration as “100% of products minus sustainable product penetration.”",
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      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 2,
      "to": 5,
      "label": "Situation & Context",
      "description": "Exec summary + consumer eco-preference data establish the world today"
    },
    {
      "from": 6,
      "to": 7,
      "label": "Problem & Complication",
      "description": "B2C industries shifting; $340B->$570B demand shift forces chemical response"
    },
    {
      "from": 8,
      "to": 12,
      "label": "Evidence & Proof",
      "description": "Figures 3-5 quantify sustainability segments outpacing conventional growth"
    },
    {
      "from": 13,
      "to": 16,
      "label": "Solution & Approach",
      "description": "Three numbered actions: R&D, value prop, partnerships"
    },
    {
      "from": 17,
      "to": 17,
      "label": "Impact & Next Steps",
      "description": "'The path to capturing growth' synthesizes outcome and links"
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 5,
      "label": "Pattern Hunter",
      "description": "Stack multiple consumer-survey data points into one preference pattern"
    },
    {
      "from": 6,
      "to": 7,
      "label": "Domino Effect",
      "description": "Connect consumer demand -> B2C commitments -> chemical demand sizing"
    },
    {
      "from": 8,
      "to": 12,
      "label": "Tale Two Worlds",
      "description": "Contrast sustainability-related vs conventional segment growth"
    },
    {
      "from": 13,
      "to": 16,
      "label": "So What Cascade",
      "description": "Cascade from research findings into three numbered recommended actions"
    }
  ]
}