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      {
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          "categorySlug": "block"
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        "agent": "Storyteller",
        "layer": "block",
        "agents": [
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          "categorySlug": "block"
        },
        "agent": "Architect",
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        "agents": [
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        "extraction": {
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        "narrativePurpose": "Anchor the document in one defensible claim with a working verb, so the audience knows the answer before they read the proof and the entire structure ladders up to it."
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        "tool": {
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          "slug": "pyramid-principle",
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          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
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        "agent": "Architect",
        "layer": "block",
        "agents": [
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        "extraction": {
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        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
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        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
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      {
        "tool": {
          "name": "Aha! Moment",
          "slug": "aha-moment",
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          "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
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          "description": "The moment when the audience realizes the value - design for insight revelation",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0e0a-742d-9e87-e32c049ffefa",
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          "name": "Data Story Arc",
          "slug": "data-story-arc",
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          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
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          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
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      {
        "tool": {
          "name": "Data Story Arc",
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          "description": "Context → Conflict → Insight → Implication structure for data narratives",
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          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0e0a-742d-9e88-20c3d5a71411",
        "evidence": "Loop 2 anchor: context -> conflict -> insight on tech",
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        "extraction": {
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      },
      {
        "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": [
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        ],
        "matchId": "019dd95a-0e0a-742d-9e88-58bc11e1d563",
        "evidence": "Loop 3 anchor: Index ranking vs perception ranking creates pair",
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        "extraction": {
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      {
        "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.",
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          "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": [
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        ],
        "matchId": "019dd95a-0e0a-742d-9e87-b664a5e83282",
        "evidence": "Title 'Pulse of Change Index' distills core message in ~5 words",
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        "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.",
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        "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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      {
        "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"
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-0e0a-742d-9e87-b9acc12e4927",
        "evidence": "'Unprecedented' + 'accelerate' frames urgency emotionally",
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        "confidence": 65,
        "extraction": {
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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": "019dd95a-0e0a-742d-9e87-b0fa9fb85625",
        "evidence": "Cover headline uses 'unprecedented height' to provoke attention",
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        "confidence": 85,
        "extraction": {
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      {
        "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.",
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          "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.",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-0e0a-742d-9e87-c698d82b7409",
        "evidence": "Title 'Putting a number on change' captures the Index's purpose succinctly",
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        "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.",
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        "extraction": {
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      {
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          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
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          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
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        "agent": "Designer",
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        "agents": [
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        "matchId": "019dd95a-0e0a-742d-9e87-c8b55663c1ac",
        "evidence": "Large evocative photo of executive paired with brief copy",
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      {
        "tool": {
          "name": "White Space (Negative Space)",
          "slug": "white-space-negative-space",
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          "canonId": "019dd956-b6e3-72de-bd7e-8cc963390837",
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          "description": "Using empty space to reduce cognitive load and create focus",
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        "agents": [
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        "evidence": "Sparse layout with one text block beside the image",
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        "confidence": 65,
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      {
        "tool": {
          "name": "Chunking",
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          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-0e0a-742d-9e87-d7eae360fe00",
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      {
        "tool": {
          "name": "Core Message Extraction",
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          "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.",
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          "categoryName": "Slide",
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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    "totalScore": 84.3,
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    "explanations": {
      "mece_pillars": "no explicit section dividers",
      "scqa_opening": "first-third narrative: SA",
      "slide_type_mix": "N36% · S27% · W18% · W18%",
      "lead_with_answer": "key_takeaways on page 3",
      "narrative_pacing": "8% filler/appendix, middle density 100%",
      "action_title_density": "8/10 substantive slides have action titles (80%)"
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    "verdict": "A well-titled survey-findings summary with a strong analytical core but no resolution act — useful as a teaching example for action titles and quantified hooks, not for full Storymakers arc.",
    "reviewedAt": "2026-04-24 10:54:15+00",
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    "suggestions": [
      "Add a recommendation/action slide before p.11 — translate the perception gap and AI-readiness findings into 3 explicit moves leaders should make in 2024",
      "Insert 2–3 pillar dividers (e.g. 'Tech change', 'Talent gap', 'Readiness gap') so the middle reads as MECE structure rather than a survey rundown",
      "Rewrite p.2 and p.3 titles into a single declarative answer slide — e.g. 'Change accelerated 183% in four years; the C-suite is unprepared' — and lead with it"
    ],
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      "Quantified hooks throughout (183%, 52%, 72%, 27%) give every slide a memorable peg",
      "Opening thesis is clear and consistent: change is accelerating and leaders aren't ready (p.1, p.3, p.5)"
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      "No resolution act — deck ends on a data point (p.10) and methodology (p.11), with zero 'what to do about it' recommendation",
      "No MECE section dividers; the body is a sequence of survey findings rather than structured pillars",
      "p.2 'Putting a number on change' is a topic title that wastes the second slide instead of advancing the argument"
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    "titleQualityScore": 65,
    "titleQualityCritique": "Most middle titles are declarative and insight-bearing (e.g. p.6 'Technology was the top cause of change in 2023, driven primarily by advances in AI'; p.9 'Talent... is ranked No. 4 by C-suite leaders – a perception gap'), but bookends fall back to topic labels ('Putting a number on change', 'Key Findings', 'Research Methodology')."
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