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        "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": 75,
        "extraction": {
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        "pageNumber": 1,
        "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.",
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        "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": "Metaphor & Analogy",
          "slug": "metaphor-analogy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
          "version": 1,
          "bodyDocId": null,
          "description": "Making abstract concepts concrete through familiar comparisons",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de8aa-c625-71fd-b845-57d3d7b74f8a",
        "evidence": "rafting team photo as navigation metaphor",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-05-02 12:29:58.711191+00",
          "model": "claude-cli",
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        "whyItWorks": null,
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      },
      {
        "tool": {
          "name": "Opening Hooks",
          "slug": "opening-hooks",
          "status": "active",
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          "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
          "version": 1,
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          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de8aa-c647-7383-ad76-9d8d749e331b",
        "evidence": "short provocative cover headline",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-05-02 12:29:58.711191+00",
          "model": "claude-cli",
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        "whyItWorks": null,
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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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          "version": 1,
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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.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019de8aa-c6ac-7220-b7ac-130a64f4c365",
        "evidence": "long title stating connect-the-dots insight",
        "pageRefs": null,
        "priority": "Core",
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        "confidence": 85,
        "extraction": {
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          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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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": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019de8aa-c6cd-70db-888d-47f6ae9b02c3",
        "evidence": "labelled boxes in Choice Cascade diagram",
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        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-05-02 12:29:58.711191+00",
          "model": "claude-cli",
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        "pageNumber": 2,
        "whyItWorks": null,
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      },
      {
        "tool": {
          "name": "Gestalt Principles",
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          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b266-7631-9b7e-44d83bd5d4f3",
          "version": 1,
          "bodyDocId": null,
          "description": "Proximity, Similarity, Enclosure, Continuity, Closure, Connection - how humans perceive visual groups",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer",
          "Architect"
        ],
        "matchId": "019de8aa-c6ef-7539-bd16-876de6857228",
        "evidence": "cascade boxes grouped by proximity and arrows",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-05-02 12:29:58.711191+00",
          "model": "claude-cli",
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        "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.",
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          "version": 1,
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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.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019de8aa-c775-73ea-bb89-85d1f6e9b51f",
        "evidence": "question title about activating strategy",
        "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": 80,
        "extraction": {
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          "model": "claude-cli",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 3,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Closing Techniques",
          "slug": "closing-techniques",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
          "version": 1,
          "bodyDocId": null,
          "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de8aa-c797-71df-ad5c-5f568c13698a",
        "evidence": "bottom-line benefits, Learn more CTA, contact",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
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          "model": "claude-cli",
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        "pageNumber": 3,
        "whyItWorks": null,
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      },
      {
        "tool": {
          "name": "Emotional Appeal",
          "slug": "emotional-appeal",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bde9-7668-8be7-0097678fec59",
          "version": 1,
          "bodyDocId": null,
          "description": "Connecting to audience feelings rather than just logic",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de8aa-c7b8-733c-bfa2-57598301f7a2",
        "evidence": "'big idea' callout on career-defining moments",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-05-02 12:29:58.711191+00",
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    ],
    "frameworks": [
      {
        "matchId": "f3e802c1-d9ff-4b5f-860d-511f693e3fcc",
        "evidence": "Visual diagram of five sequential boxes representing strategic choices.",
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        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:32:39.148+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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        "pageNumber": 2,
        "frameworkName": "strategic-choice-cascade"
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        "evidence": "Figure 1: 5 cascade boxes aspiration to management systems",
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        "confidence": 95,
        "extraction": {
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      {
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        "pageNumber": 2,
        "frameworkName": "Where to Play / How to Win"
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    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli",
    "backend": "claude",
    "rawJson": {
      "arc": {
        "id": 8,
        "slug": "golden-circle",
        "beats": [
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            "end_page": 1,
            "evidence": "cover frames belief 'Strategy equals choice'",
            "position": 1,
            "start_page": 1
          },
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            "evidence": "Strategic Choice Cascade diagram explains the process",
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          },
          {
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            "end_page": 3,
            "evidence": "service offerings, benefits list, contact info",
            "position": 3,
            "start_page": 3
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        ],
        "evidence": "p.1 states the Why ('Strategy equals choice'), p.2 shows the How (Strategic Choice Cascade), p.3 lists the What (service offerings).",
        "confidence": 85
      },
      "loops": [
        {
          "id": 11,
          "slug": "11-golden-circle",
          "end_page": 3,
          "evidence": "Brochure moves from Why (choice) on p.1 to How (cascade) on p.2 to What (services) on p.3.",
          "position": 1,
          "objective": "Position Monitor Deloitte's strategy practice via belief-process-result",
          "confidence": 80,
          "start_page": 1
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      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "title 'Strategy equals choice' states the insight",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "rafting team photo as navigation metaphor",
              "confidence": 90
            },
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "short provocative cover headline",
              "confidence": 80
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "callout distills tough-choice message",
              "confidence": 75
            },
            {
              "id": 6,
              "slug": "big-idea-formula",
              "layer": "Block",
              "evidence": "short core thesis stated on cover",
              "confidence": 70
            },
            {
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              "slug": "11-golden-circle",
              "layer": "Loop",
              "evidence": "loop opens with the Why belief",
              "confidence": 80
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          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "long title stating connect-the-dots insight",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "labelled boxes in Choice Cascade diagram",
              "confidence": 70
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "cascade boxes grouped by proximity and arrows",
              "confidence": 65
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "answer-first headline then supporting paragraphs",
              "confidence": 70
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "sidebar 'Three ways to get more value'",
              "confidence": 85
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              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "three tips: conversation, tensions, write it down",
              "confidence": 70
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "question title about activating strategy",
              "confidence": 80
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "bottom-line benefits, Learn more CTA, contact",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "'big idea' callout on career-defining moments",
              "confidence": 60
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "three sub-questions structure the page",
              "confidence": 75
            }
          ],
          "page_number": 3
        }
      ],
      "slides_seen": 3,
      "deck_summary": "A short Monitor Deloitte service brochure that maps cleanly to the Golden Circle (Why/How/What) and leans on the proprietary Strategic Choice Cascade as its centerpiece framework; storytelling tools are limited to action titles, a metaphor cover, and rule-of-three structuring.",
      "secondary_arcs": [
        {
          "id": 1,
          "slug": "consultants-gambit",
          "beats": [
            {
              "name": "Situation & Context",
              "end_page": 1,
              "evidence": "cover establishes strategy context",
              "position": 1,
              "start_page": 1
            },
            {
              "name": "Solution & Approach",
              "end_page": 2,
              "evidence": "Choice Cascade framework as the approach",
              "position": 2,
              "start_page": 2
            },
            {
              "name": "Impact & Next Steps",
              "end_page": 3,
              "evidence": "bottom-line benefits and contact",
              "position": 3,
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            }
          ],
          "evidence": "Loose mapping: p.1 sets context, p.2 presents approach, p.3 states next steps; lacks distinct problem/evidence beats.",
          "confidence": 45
        }
      ],
      "images_inspected": 3,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Strategic Choice Cascade",
              "slug": "strategic-choice-cascade",
              "evidence": "Figure 1: 5 cascade boxes aspiration to management systems",
              "confidence": 95
            },
            {
              "name": "Where to Play / How to Win",
              "slug": "where-to-play-how-to-win",
              "evidence": "cascade steps labelled 'Where will we play?' and 'How will we win?'",
              "confidence": 80
            }
          ],
          "page_number": 2
        }
      ]
    },
    "matchedAt": "2026-05-02 12:29:58.831+00",
    "slidesSeen": 3,
    "deckSummary": "A short Monitor Deloitte service brochure that maps cleanly to the Golden Circle (Why/How/What) and leans on the proprietary Strategic Choice Cascade as its centerpiece framework; storytelling tools are limited to action titles, a metaphor cover, and rule-of-three structuring.",
    "imagesInspected": 3,
    "extractionSeconds": 158.666
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 07:01:12.264+00",
    "subScores": {
      "scqa_arc": 50,
      "action_titles": 55,
      "mece_structure": 50,
      "closing_strength": 60,
      "evidence_quality": 35,
      "clarity_of_thesis": 75,
      "production_quality": 55,
      "visual_storytelling": 70
    },
    "totalScore": 58,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Situation is set (slide 1) and an answer/framework is offered (slide 2), but Complication and Question are skipped — slide 3 jumps straight to service offerings.",
      "action_titles": "Mixed — slide 1 is a crisp declarative ('Strategy equals choice'), but slide 2's title is a 30+ word run-on and slide 3 is a topic question ('How can we better activate our strategy...').",
      "mece_structure": "Only 3 slides (cover → methodology → services), so MECE is hard to assess; the structure reads as a brochure rather than a logically partitioned argument.",
      "closing_strength": "Slide 3 functions as a closer with service offerings and contact info, but the CTA is implicit ('contact us') rather than a recommended next step.",
      "evidence_quality": "Claims rest on assertions and a proprietary framework; no data, charts, benchmarks, or client precedents appear in any slide.",
      "clarity_of_thesis": "Thesis 'Strategy equals choice' is stated declaratively on slide 1 and reinforced by the Strategic Choice Cascade on slide 2.",
      "production_quality": "Framework and imagery look polished, but action-title discipline is weak (slide 2's title is excessively long; slide 3 is a topic question), hurting consistency.",
      "visual_storytelling": "Each slide picks a fit-for-purpose visual: metaphor image (slide 1), Strategic Choice Cascade framework diagram (slide 2), structured list (slide 3)."
    },
    "slidesAnalyzed": 3
  },
  "review": {
    "backend": null,
    "verdict": "A 3-page Monitor Deloitte service brochure with one strong thesis line but no SCQA tension and an over-long middle title — useful as a leave-behind, only a partial Storymakers exemplar.",
    "reviewedAt": "2026-05-01 22:35:44.75+00",
    "slidesSeen": 3,
    "suggestions": [
      "Rewrite S2's title as a single declarative line (e.g., 'Strategy is five linked choices, not a list of initiatives') and move the long sentence into body copy.",
      "Insert a complication slide between S1 and S2 that names the client pain (e.g., strategies that fail to translate into resource allocation) so the framework on S2 has a problem to answer.",
      "Convert S3's closing question into an action title with a concrete ask (e.g., 'Start with a 4-week Choice Cascade diagnostic'), keeping the question as a body callout."
    ],
    "closingScore": 60,
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      "Slide 2's title is a multi-clause paragraph masquerading as a title — violates the action-title discipline of one declarative sentence.",
      "No tension or complication is established anywhere — the deck jumps from thesis to framework to sales pitch with no SCQA 'C' or 'Q'.",
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            "status": "active",
            "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
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            "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
            "familyLabel": null,
            "categoryName": "Block",
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          "agent": "Storyteller",
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          "agents": [
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          "evidence": "short core thesis stated on cover",
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          "priority": "Core",
          "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "confidence": 70,
          "extraction": {
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            "model": "claude-cli",
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          "pageNumber": 1,
          "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": "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",
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          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
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          "matchId": "019de8aa-c603-7148-9d5d-771b6dc776d0",
          "evidence": "title 'Strategy equals choice' states the insight",
          "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": 85,
          "extraction": {
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            "model": "claude-cli",
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          },
          "pageNumber": 1,
          "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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            "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,
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          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
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          ],
          "matchId": "019de8aa-c669-719c-aa6d-6efca8d8c96b",
          "evidence": "callout distills tough-choice message",
          "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": 75,
          "extraction": {
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            "model": "claude-cli",
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          "pageNumber": 1,
          "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": "Metaphor & Analogy",
            "slug": "metaphor-analogy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
            "version": 1,
            "bodyDocId": null,
            "description": "Making abstract concepts concrete through familiar comparisons",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
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          ],
          "matchId": "019de8aa-c625-71fd-b845-57d3d7b74f8a",
          "evidence": "rafting team photo as navigation metaphor",
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          "priority": "Core",
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          "confidence": 90,
          "extraction": {
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            "model": "claude-cli",
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        },
        {
          "tool": {
            "name": "Opening Hooks",
            "slug": "opening-hooks",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
            "version": 1,
            "bodyDocId": null,
            "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
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          "matchId": "019de8aa-c647-7383-ad76-9d8d749e331b",
          "evidence": "short provocative cover headline",
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          "confidence": 80,
          "extraction": {
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      ],
      "frameworks": [],
      "arcBeats": [
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          "arc": {
            "name": "The Golden Circle",
            "slug": "golden-circle",
            "status": "active",
            "bestFor": "Brand storytelling, mission-driven pitches",
            "canonId": "019dd956-60cc-762d-a1e7-bf9c7d3b7590",
            "version": 1,
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            "structure": "Why -> How -> What",
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          "from": 1,
          "name": "Why",
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          "matchId": "019de8aa-c4d1-71da-9109-8babcc270e67",
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          "evidence": "cover frames belief 'Strategy equals choice'",
          "position": 1,
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          "matchConfidence": 85
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        {
          "to": 1,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
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          "name": "Situation & Context",
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          "evidence": "cover establishes strategy context",
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          "isPrimaryArc": false,
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          "matchConfidence": 45
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      ],
      "loops": [
        {
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          "from": 1,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "019de8aa-c5e0-7148-a11e-e359f6c6e2c4",
          "evidence": "Brochure moves from Why (choice) on p.1 to How (cascade) on p.2 to What (services) on p.3.",
          "position": 1,
          "objective": "Position Monitor Deloitte's strategy practice via belief-process-result",
          "confidence": 80,
          "extraction": {
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            "model": "claude-cli",
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