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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"
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019de79c-3764-72ac-9c81-3ca22001e90b",
        "evidence": "All-text slide distilling 'Perils of Perception' takeaway",
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        "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.",
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      {
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      {
        "tool": {
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        "layer": "slide",
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        "evidence": "vs-2020 and vs-2014 delta columns annotate each row",
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          "description": "Repeating similar charts for comparison across categories or time",
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          "categorySlug": "slide"
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        "agent": "Designer",
        "layer": "slide",
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      {
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          "categoryName": "Slide",
          "categorySlug": "slide"
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        "agent": "Architect",
        "layer": "slide",
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        "evidence": "Title repeats 'Little change since last year'",
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        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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      {
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      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
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          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
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          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
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          "categorySlug": "slide"
        },
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        "layer": "slide",
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        "matchId": "019de79c-3875-7099-8cf1-2c66e04d1a65",
        "evidence": "Color gradient highlights top-3 per market",
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      },
      {
        "tool": {
          "name": "Pre-attentive Attributes",
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          "canonId": "019dd956-b61d-717f-a402-24ccbb4b60d8",
          "version": 1,
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          "description": "Visual properties processed instantly: color, size, orientation, shape",
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          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
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        "matchId": "019de79c-3896-7066-b3df-160010f2d324",
        "evidence": "Heatmap shading parsed pre-attentively",
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        "extraction": {
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        "tool": {
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      {
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          "name": "Color Strategy",
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          "at": "2026-05-02 07:34:24.586678+00",
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          "at": "2026-05-02 07:34:24.586678+00",
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      {
        "tool": {
          "name": "Credibility Transfer",
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