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        "evidence": "Investment case → resilient air cargo data → conversion programs",
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        "tool": {
          "name": "Governing Thought",
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        "extraction": {
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          "description": "Referencing earlier content for payoff and cohesion",
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          "categoryName": "Loop",
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        "agents": [
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        "evidence": "Same chart and message reused from p25 to close the case",
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        "confidence": 78,
        "extraction": {
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          "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
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          "description": "Referencing earlier content for payoff and cohesion",
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        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32d-c485d42ee111",
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          "slug": "core-message-extraction",
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          "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",
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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.",
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      {
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          "name": "Executive summary",
          "slug": "executive-summary",
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          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
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          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
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        "matchId": "876b2683-e826-49e4-808f-58315a4b78e0",
        "evidence": "subtitle: Clear focus on capital allocation strategy",
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        "confidence": 0.8,
        "extraction": {
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          "model": "or:meta-llama/llama-4-scout",
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        "cardinality": "common",
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      {
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          "name": "Opening Hooks",
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          "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
          "version": 1,
          "bodyDocId": null,
          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
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          "categoryName": "Slide",
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        "agent": "Storyteller",
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        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32c-afbfbd1909b7",
        "evidence": "Provocative question hook 'WE ASKED – WHAT'S ON YOUR MIND?' opens the strategy block",
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        "confidence": 78,
        "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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          "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.",
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          "categoryName": "Slide",
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32c-bb52fe312646",
        "evidence": "Title 'Today's Key Messages' previews four insight statements",
        "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": 7,
        "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": "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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        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32c-c2369d0b4fb8",
        "evidence": "Action title 'Aircraft supply issues will persist for many years' states the insight",
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        "priority": "Core",
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        "confidence": 90,
        "extraction": {
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        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
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          "categoryName": "Slide",
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32c-c75b7a9e75ee",
        "evidence": "Subtitle callout explains the so-what: persistent delivery delays",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 75,
        "extraction": {
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        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
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        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
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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",
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        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1a13-73b8-b32c-cbbce909386c",
        "evidence": "Title 'Supply chain issues compounding' 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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        "pageNumber": 10,
        "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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      {
        "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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          "categoryName": "Slide",
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        "matchId": "019dd95a-1a13-73b8-b32c-cfb539aed61b",
        "evidence": "Action title 'Engine OEMs provide key brake to supply' + so-what callout",
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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.",
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        "extraction": {
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      "clarity_of_thesis": 58,
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    "totalScore": 63,
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    "explanations": {
      "scqa_arc": "Slides 6-12 approximate Situation and Complication before an Answer on slides 13-25, but the full deck becomes a modular investor-day analytical dump after slide 26.",
      "action_titles": "Action titles appear on 55 of 119 slides and many are claims, but several remain topic labels; example: slide 9, \"AIRCRAFT SUPPLY ISSUES WILL PERSIST FOR MANY YEARS.\"",
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      "clarity_of_thesis": "The central argument is not declarative in the first 5 slides, but slides 6-7 establish the later thesis around a strong industry, strong company, and strong outlook.",
      "production_quality": "Production is professional and source-disciplined, but only 55 slides carry action titles and 45 slides are dense or overcrowded, which weakens whitespace and headline discipline.",
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    "reviewedAt": "2026-05-01 22:18:43.659+00",
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    "suggestions": [
      "Move a one-slide investment thesis into the first three slides, before the agenda or Strategy divider, with the answer: AerCap benefits from a structurally tight aircraft market, superior platform scale, and accretive capital returns.",
      "Recast section dividers into three or four MECE argument pillars and nest speaker modules underneath them instead of giving each module equal narrative weight.",
      "Replace repeated topic titles with outcome titles, especially in the Commercial, Risk, Engines, Cargo, and Finance sections, so each slide advances the investor case."
    ],
    "closingScore": 58,
    "openingScore": 46,
    "topStrengths": [
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      "Slides 9-12 build real tension by pairing persistent supply constraints with strengthening demand and pricing evidence.",
      "Slides 102-108 create a recognizable resolution by translating the operating story into valuation, capital deployment, BVPS growth, and platform advantage."
    ],
    "topWeaknesses": [
      "The thesis is not visible in the first five slides; the first real answer comes on slides 6-7.",
      "The middle of the deck fragments into presenter modules, especially slides 27-79, which weakens the SCQA through-line.",
      "Several section and slide titles are nouns or banners rather than conclusions, including slides 52, 64, 71, 80, 82, 86, 91, and 95."
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    "closingCritique": "The last main-content slides before appendix make an investment case around undervaluation, capital deployment, BVPS growth, and platform advantage on slides 102-108, but they stop at Q&A on slide 109 rather than a crisp investor call to action. The appendix then absorbs the close, with slide 119 offering a brand line rather than a decision-oriented final thought.",
    "openingCritique": "The first five slides are cover, disclaimer, introduction, agenda, and a Strategy divider, so the stakes and answer do not appear in the opening frame. The hook arrives later with the investor question word cloud on slide 6 and key messages on slide 7, which is too late for a Storymakers-grade opening.",
    "extractionSeconds": 103.739,
    "narrativeCritique": "The deck has a workable setup > tension > analysis > resolution arc: investor concerns and key messages on slides 6-7, supply/demand tension on slides 9-12, company/platform and finance proof through slides 14-100, and an investment-case resolution on slides 102-108. The missing act is a compact executive answer before the long module sequence; slides 27-79 read more like speaker/topic chapters than a tightening SCQA chain.",
    "titleQualityScore": 67,
    "titleQualityCritique": "Many data slides use declarative, insight-bearing titles, such as \"Aircraft supply issues will persist for many years\" on slide 9 and \"AerCap is undervalued...as a financial\" on slide 103. But too many slides remain topic labels or repeated banners, including \"Commercial\" on slide 27, \"Key Messages\" on slide 53, and repeated \"The AerCap Advantage\" on slides 37-41 and 108."
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