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          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
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          "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)",
          "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion",
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          "slug": "27-cost-of-inaction",
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          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
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          "categoryName": "Urgency",
          "categorySlug": "urgency"
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        "evidence": "The presentation discusses the cost of inaction and the impact of the FTC settlement on Herbalife's business",
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          "status": "active",
          "bestFor": "For turnaround / reform proposals",
          "canonId": "019dd9e1-528b-72ec-a563-e5dcb9410f67",
          "version": 1,
          "bodyDocId": "019dd9a1-80bf-72e9-980b-ccd1c0cd3488",
          "description": "You visualise two futures side by side: the trajectory the target is on\ntoday, and the trajectory under your proposed intervention. The reader\nhas to see the delta to feel the stakes.\n\nIt's the rhetorical cousin of the peer-gap — same visual grammar\n(comparison), but across **time** instead of across peers.",
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          "categoryName": null,
          "categorySlug": null
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        "whenToUse": "For turnaround / reform proposals",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
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        "whyItWorks": "- It **quantifies the opportunity cost** of inaction. \"Doing nothing\"\n  becomes a concrete, visible path, not an abstraction.\n- It **makes the Answer tangible**. The prescription isn't a paragraph;\n  it's a trajectory the reader can point at.\n- It **pre-empts the status-quo defence**. Management usually argues \"we\n  have a plan\". Your chart shows what their plan looks like vs. yours.\n- It **satisfies both the Architect** (math adds up) **and the Storyteller**\n  (emotional delta between two futures).",
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          "slug": "ceo-quote-contradiction",
          "status": "active",
          "bestFor": "When management credibility is the lever",
          "canonId": "019dd9e1-52e9-717f-8454-93e627563ed6",
          "version": 1,
          "bodyDocId": "019dd9a1-8296-720d-8f51-da76937f9415",
          "description": "You reproduce management's own words — verbatim, with source and date — and\nthen place them next to the outcome that contradicts them. The CEO built\nthe rope; you put it around their own neck.",
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        "matchId": "8a71f993-aacc-49cd-883e-c2b5ffae8f59",
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        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
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        "whyItWorks": "- **Maximum credibility**: no adjective you could write is as damning as the\n  target's own prior statement.\n- **No rebuttal path**: management can't argue they didn't say it.\n- **It forces accountability onto a person**, not an institution — even if\n  you aren't explicitly naming a villain elsewhere.\n- **Reporters amplify it**. A CEO-quote-contradiction slide is quotable,\n  which means it lands in WSJ/FT/Bloomberg coverage.",
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        "tool": {
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          "slug": "villain-naming",
          "status": "active",
          "bestFor": "When governance or specific decisions are the core thesis",
          "canonId": "019dd9e1-55a4-74db-9314-0ced4cd46cd2",
          "version": 1,
          "bodyDocId": "019dd9a1-88f1-72ad-8f4e-56ec29d7b369",
          "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.",
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        "layer": "document",
        "agents": null,
        "matchId": "f1510bf5-61c1-4fc4-8af9-24459d893995",
        "evidence": "Michael O. Johnson (Herbalife Chairman & CEO); also Carl Icahn",
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        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
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        },
        "pageNumber": null,
        "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n  journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n  guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n  cannot.\n- It **forces the target to respond personally** — and their defensive\n  response usually generates more attention for your thesis.",
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          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "4f744300-e995-4017-b098-e040994add60",
        "evidence": "No Longer \"Business\" as Usual",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
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        "pageNumber": 1,
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          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-869f-7564-8d42-de54ed29ab90",
          "version": 1,
          "bodyDocId": null,
          "description": "Identify problem, agitate the pain, present the solution",
          "familyLabel": null,
          "categoryName": "Block",
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        },
        "agent": "Storyteller",
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        ],
        "matchId": "bf8cd48c-2305-44ef-a836-5405d947be4b",
        "evidence": "The slide presents a problem (qualification purchases) and agitates it by highlighting the issue, then implies a solution by prohibiting such purchases.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
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          "model": "or:meta-llama/llama-4-scout",
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          "seconds": null,
          "promptVersion": null
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          "name": "Before-After-Bridge",
          "slug": "before-after-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8604-7188-883f-42370288ad05",
          "version": 1,
          "bodyDocId": null,
          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
          "familyLabel": null,
          "categoryName": "Block",
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "matchId": "0824612b-8720-49fe-b62d-93bd26ec3615",
        "evidence": "The slide presents a before state (current training) and an after state (new training requirements), bridging the two with a description of changes.",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
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          "model": "or:meta-llama/llama-4-scout",
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      },
      {
        "tool": {
          "name": "Before/after framing",
          "slug": "before-after-framing",
          "status": "active",
          "bestFor": "For turnaround / reform proposals",
          "canonId": "019dd9e1-528b-72ec-a563-e5dcb9410f67",
          "version": 1,
          "bodyDocId": "019dd9a1-80bf-72e9-980b-ccd1c0cd3488",
          "description": "You visualise two futures side by side: the trajectory the target is on\ntoday, and the trajectory under your proposed intervention. The reader\nhas to see the delta to feel the stakes.\n\nIt's the rhetorical cousin of the peer-gap — same visual grammar\n(comparison), but across **time** instead of across peers.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "5b8c50bd-1f2c-45f7-b34d-77b06f29f789",
        "evidence": "The slide uses a before-after structure to compare the old and new pitches to prospective distributors.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "For turnaround / reform proposals",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:14:57.996935+00",
          "model": "or:meta-llama/llama-4-scout",
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    "notes": "Short-seller follow-up deck, not a new campaign — this is the Q2 2016 conference-call presentation reacting to the FTC's July 15, 2016 Herbalife complaint and simultaneous settlement. Classic Pershing blue/navy design with orange/brown accent boxes for before/after framing. Page 9 share-price annotated timeline is the standout viz. Pages 12 and 13 are placeholder slides (video clip, section divider). Deck builds its argument almost entirely by quoting the FTC filing itself and then overlaying Pershing's 2012–2016 prior work — a rhetorical move that lets them frame regulator-as-witness. Strong CEO-quote-contradiction section on page 47 pairing Michael Johnson's past statements against FTC findings. Stake is disclosed only as 'substantial short position' — no percentage given.",
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      "Restructuring of compensation plan to verifiable Profitable Retail Sales only",
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      "Italian regulatory action against Vemma",
      "Prior action against Herbalife in Belgium",
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          "text": "Pershing Square is an investment adviser to funds that are in the business of actively buying and selling securities and other financial instruments. Pershing Square currently maintains a substantial short position in various securities related to Herbalife Ltd. (\"Herbalife\"). For example, Pershing Square will likely profit if the trading price declines for common shares of Herbalife and will lose money if the trading price increases for common shares of Herbalife. Pershing Square may change its views about or its investment positions in Herbalife at any time, for any reason or no reason. Pershing Square may buy, sell, cover or otherwise change the form or substance of any of its investments related to Herbalife at any time. Pershing Square disclaims any obligation to notify the market or any other party of any such changes. The information and opinions contained in the Presentation are based on publicly available information about Herbalife and other companies and persons. Pershing Square recognizes that there may be non-public information in the possession of Herbalife or others that could lead Herbalife or others to disagree with Pershing Square's analyses and conclusions. The Presentation includes forward-looking statements, estimates, projections and opinions prepared with respect to, among other things, certain legal and regulatory issues Herbalife faces and the potential impact of those issues on its future business, financial condition and results of operations, as well as, more generally, Herbalife's anticipated operating performance, access to capital markets, market conditions, assets and liabilities. Such statements, estimates, projections and opinions may prove to be substantially inaccurate and are inherently subject to significant risks and uncertainties beyond Pershing Square's control. Although Pershing Square believes the statements it makes in the Presentation are substantially accurate in all material respects and do not omit to state material facts necessary to make those statements not misleading, Pershing Square makes no representation or warranty, express or implied, as to the accuracy or completeness of those statements or any other written or oral communication it makes with respect to Herbalife or any other companies or persons mentioned, and Pershing Square expressly disclaims any liability relating to those statements or communications (or any inaccuracies or omissions therein). Thus, shareholders and others should conduct their own independent investigation and analysis of those statements and communications and of Herbalife and any other companies or persons to which those statements or communications may be relevant. The statements Pershing Square makes in the Presentation are not investment advice or a recommendation or solicitation to buy or sell any securities. Except where otherwise indicated, those statements speak as of the date made, and Pershing Square undertakes no obligation to correct, update or revise these statements or to otherwise provide any additional materials. Pershing Square also undertakes no commitment to take or refrain from taking any action with respect to Herbalife or any other company or person. All users and listeners agree and consent to exclusive jurisdiction and venue of any dispute or proceeding relating to or arising from the Presentation or any related subject matter in the Courts of the State of New York in New York County or in the Federal courts located in the Southern District of New York. As used herein, except to the extent the context otherwise requires, Pershing Square includes its affiliates and funds it manages or advises and their respective partners, directors, officers and employees.",
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