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          "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-07fe-70ce-8d3b-262756823202",
        "evidence": "GP/Oncologist/Immunologist/Cardiologist split feeds the 'continuously challenge relevance' recommendation.",
        "position": 5,
        "objective": "Differentiate by specialty and translate into bold actions",
        "confidence": 78,
        "extraction": {
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          "model": "claude-legacy",
          "runId": null,
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        }
      }
    ],
    "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-0f08-73d3-9885-f1c4aaf3f3f7",
        "evidence": "Methodology paragraph crystallises the survey's POV in <20 words.",
        "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": 55,
        "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": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9885-fe9ae56ccb52",
        "evidence": "Three-paragraph 'in 2020 / a year later / today' narrative.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
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          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "SCQA Framework",
          "slug": "scqa-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
          "version": 1,
          "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
          "description": "Situation, Complication, Question, Answer - structured problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-12c1e250ff72",
        "evidence": "Hinge between Situation/Complication, articulating the Question.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 65,
        "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": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-2e174f7f1323",
        "evidence": "Exactly three supporting stats arrayed across the slide.",
        "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": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Negativity Bias",
          "slug": "negativity-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-966c-77ea-a9a5-f6b95671162e",
          "version": 1,
          "bodyDocId": null,
          "description": "Negative events recalled more vividly than positive - use carefully for problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-42b04d3212ed",
        "evidence": "Frames problem in vivid loss terms ('spammed', 'too great').",
        "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": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Mentor Model",
          "slug": "mentor-model",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7d75-733f-961b-68ca0cc6078a",
          "version": 1,
          "bodyDocId": null,
          "description": "Position presenter as guide/mentor, audience as hero making the journey",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-62fad70969f9",
        "evidence": "Frames Accenture as guide explaining how rewards flow.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 55,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-8b19b5f4aa8c",
        "evidence": "Behaviour list shows 'others would do X' to validate engagement.",
        "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": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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-0f08-73d3-9886-ce92c62ca879",
        "evidence": "Four mutually exclusive specialties partition the HCP universe.",
        "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": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-e3a4d1dc6696",
        "evidence": "Three icon-anchored bullets in the close.",
        "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": 18,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-dc3df57969c3",
        "evidence": "Three recommendations: challenge relevance, kill silo, cut clutter.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "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-0f08-73d3-9885-ef6955184c3d",
        "evidence": "Four equal 25% specialty chunks structure the participant mix.",
        "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": 2,
        "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-0f08-73d3-9886-0b6a88aebc7c",
        "evidence": "Sets up Before/After contrast that runs through pp.6-8.",
        "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,
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        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Foreshadowing",
          "slug": "foreshadowing",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a406-7159-bb8c-aeef05df2563",
          "version": 1,
          "bodyDocId": null,
          "description": "Planting hints of what's to come for later payoff",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-0fe993b2c172",
        "evidence": "Plants the 'want more' tension that the next loop unpacks.",
        "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,
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        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Turn",
          "slug": "the-turn",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a2b1-7787-8ff6-60ba7e50b814",
          "version": 1,
          "bodyDocId": null,
          "description": "Pivotal moment where perspective shifts or insight emerges",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-3df65f06e4a5",
        "evidence": "Pivotal turn from progress narrative to gap narrative.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "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": "Foreshadowing",
          "slug": "foreshadowing",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a406-7159-bb8c-aeef05df2563",
          "version": 1,
          "bodyDocId": null,
          "description": "Planting hints of what's to come for later payoff",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-5c726d6ad2a6",
        "evidence": "Sets up the three-stat pattern hunter that follows.",
        "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": 9,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Build-Up (Gradatio)",
          "slug": "build-up-gradatio",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a19a-73fd-9f74-c3f50dbb266d",
          "version": 1,
          "bodyDocId": null,
          "description": "Arranging ideas in ascending order of importance or intensity",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9886-85f315d84f52",
        "evidence": "Bars ascend 35/38/39/41/42% in increasing-impact order.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 12,
        "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-0f08-73d3-9885-df5ad0d208d6",
        "evidence": "Subtitle compresses the whole argument into one sentence.",
        "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": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
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        "evidence": "Title states the insight: 'shifting...but providers want more.'",
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          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
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          "objective": "Zoom into what HCPs value: useful content + virtual channels",
          "confidence": 72,
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          "evidence": "GP/Oncologist/Immunologist/Cardiologist split feeds the 'continuously challenge relevance' recommendation.",
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              "confidence": 90
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              "evidence": "Frames problem in vivid loss terms ('spammed', 'too great').",
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          "tools": [
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              "evidence": "Title: 'pharma could do more to better understand evolving needs.'",
              "confidence": 88
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              "evidence": "Donut callouts label the HCPs vs Patients arcs (56% / 60%).",
              "confidence": 80
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              "evidence": "Concentric arc chart cleanly compares two parallel proportions.",
              "confidence": 70
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              "evidence": "'Almost 1 in 4' phrasing is concrete vs. abstract percentages.",
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        {
          "tools": [
            {
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              "evidence": "Sets up the three-stat pattern hunter that follows.",
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              "layer": "Block",
              "evidence": "Frames Accenture as guide explaining how rewards flow.",
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              "confidence": 88
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              "evidence": "Bar list (specialties) plus donut (capacity) suit the comparison.",
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              "evidence": "Four specialty bars repeat the same chart format.",
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    "totalScore": 92.5,
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      "slide_type_mix": "N5% · S32% · W16% · W47%",
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      "action_title_density": "13/17 substantive slides have action titles (76%)"
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  "review": {
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    "verdict": "A solid survey-report deck with strong action titles and a readable tension-release arc, but it leads with context rather than the answer and under-delivers on the close — use p.7-12 as a teaching example of action titles, not the overall structure.",
    "reviewedAt": "2026-04-24 11:05:56+00",
    "slidesSeen": 20,
    "suggestions": [
      "Collapse p.4 + p.5 into a single lead-with-the-answer slide and push the first data point (p.6's 83%) earlier to hook the reader by slide 3",
      "Rewrite p.16 as an insight divider (e.g. 'Three moves that separate the companies HCPs reward') and have it preview the recommendation pillars",
      "Expand p.18 into a 2-3 slide 'so what / now what' close with prioritized actions and a concrete next-step CTA before Contacts"
    ],
    "closingScore": 65,
    "openingScore": 58,
    "topStrengths": [
      "p.7 and p.12 action titles carry the full insight — a reader skimming titles alone gets the argument",
      "p.9 divider ('When pharma companies do more, they are recognized and rewarded') is itself a thesis statement, not a topic label — textbook Storymakers",
      "Clear tension-release beat between p.7-8 (pharma falls short) and p.10-12 (reward mechanism) creates editorial momentum"
    ],
    "topWeaknesses": [
      "p.4 and p.5 are near-duplicate 'key message' slides up front — redundancy dilutes the opening",
      "p.16 divider 'Looking ahead' is a topic label, breaking the pattern set by the p.9 insight-divider",
      "Single recommendation slide (p.18) with no 'what to do Monday' — no prioritization, owners, or sequenced actions",
      "Callouts on p.5 and p.13 repeat the slide title verbatim, wasting a layer meant to deepen the point"
    ],
    "narrativeScore": 72,
    "pillarCritique": "Only two dividers exist (p.9 'When pharma do more, they are rewarded' and p.16 'Looking ahead'); the first is a full insight sentence and works well, but the second is a topic label and the two together do not form a MECE pillar structure — feels more like a two-act split than a pillared argument.",
    "closingCritique": "p.18 'Pharma companies must seize the opportunity to test bold new ways of thinking and working' with the 'Stop regarding the field force as a standalone channel' callout is a real recommendation, but it is a single slide with no concrete next steps, owner, or timeline, and the deck then trails off into Contacts and About Accenture rather than a crisp call to action.",
    "openingCritique": "The first five slides stack two context pages and two near-duplicate 'key message' slides (p.4 and p.5 say essentially the same thing) before any evidence appears; the thesis is stated but not dramatized with a hook or stakes, so it reads as a report preface rather than a lead-with-the-answer opening.",
    "extractionSeconds": 49.803394,
    "narrativeCritique": "The deck follows a recognizable SCQA-ish arc — setup (p.2-3), tension (p.7-8 'content is lost in clutter' / 'pharma fails to understand'), analysis (p.10-15), and resolution (p.17-18) — but the Complication is soft and the Answer arrives only on the penultimate slide, making the middle feel like a data cruise rather than a build toward a specific recommendation.",
    "titleQualityScore": 74,
    "titleQualityCritique": "Most titles are declarative action titles ('HCPs are rewarding pharma companies that deliver positive interactions with more access', p.12; 'truly helpful content is getting lost in the communications clutter', p.7) which is strong, but a handful are topic labels or vague ('Looking ahead' p.16, 'An evolution of engagement' p.3, 'About our Accenture Healthcare Provider Survey' p.2)."
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