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          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
          "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
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          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088c-724c-b30f-7e35b235b1b3",
        "evidence": "Upstream gas-to-gigawatts options (p14), midstream unique capabilities (p15), and new midstream business models (p16).",
        "position": 5,
        "objective": "Match capabilities of upstream / midstream players to the new gas-for-power demand",
        "confidence": 80,
        "extraction": {
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      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "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.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "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",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1575-7358-970f-95f4401b1469",
        "evidence": "Single-sentence stake: 'level of growth will hinge on how companies navigate...'",
        "pageRefs": null,
        "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": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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.",
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        "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": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "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.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-970f-9d1fdd82ec2f",
        "evidence": "Answer-first exec summary: five scenarios, none predict peak; supports follow.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "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.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 4,
        "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.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-9710-1addcfc1fa9f",
        "evidence": "Three named constraint buckets: Financial / Construction & operational / Infrastructure.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1575-7358-9710-1d15b511e41a",
        "evidence": "Three constraint pillars displayed as three columns under H1.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
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        "pageNumber": 11,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Issue Tree",
          "slug": "issue-tree",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-82e3-775d-a2b6-318154564b53",
          "version": 1,
          "bodyDocId": null,
          "description": "Breaking down a problem into component parts systematically",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-9710-297c022df2f4",
        "evidence": "Bottom: Natural gas branches to Global/Domestic, Domestic to US LNG/Electric/Other.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 12,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-9710-3d813ace13ef",
        "evidence": "Six business model archetypes presented as distinct, exhaustive options.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1575-7358-9710-5d8ac446b3f3",
        "evidence": "Bottom block: Reduce operating costs / Enhance capital delivery / Optimize capabilities.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
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        "pageNumber": 15,
        "whyItWorks": null,
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        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-970f-fb6dc2236916",
        "evidence": "Five named scenarios chunked with icons: Blue Rush, America First, etc.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
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          "model": "claude-legacy",
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        },
        "pageNumber": 10,
        "whyItWorks": null,
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        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-9710-368ca993b6ea",
        "evidence": "Six bordered model columns + bottom 5x5 strategy matrix chunk dense info.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-9710-533de2d89ebe",
        "evidence": "Bottom row: four named electricity business models with consistent card layout.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
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          "promptVersion": null
        },
        "pageNumber": 14,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1575-7358-970f-88b8bc66a363",
        "evidence": "Cites specific role: 'most dominant source of energy for power generation'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
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          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
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        "narrativePurpose": null
      },
      {
        "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": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1575-7358-970f-8437104f0cae",
        "evidence": "Opens with 'Over the past decade, US natural gas has played an increasingly integral role'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
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          "promptVersion": null
        },
        "pageNumber": 2,
        "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.",
          "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",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-970f-8edff49177c7",
        "evidence": "Title 'Strategies to ride the surge' frames the deck's central action.",
        "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": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "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": "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.",
          "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,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1575-7358-970f-9122f60d1403",
        "evidence": "Callout crystallizes thesis: growth hinges on infra/decarb/geopolitics.",
        "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": {
          "at": "2026-04-29 13:07:32.980789+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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": "Scenario Analysis",
          "slug": "scenario-analysis",
          "status": "active",
          "bestFor": null,
          "canonId": "ca76b81a-ec1d-403f-b1e6-8d6eec3bf93e",
          "version": 1,
          "bodyDocId": null,
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        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "76a4a105-5009-45c1-bfee-98bd33478b77",
        "evidence": "The slide presents five scenarios for the US natural gas industry: Blue Rush, America First, Export Rush, Slow Burn, and Energy Security.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:07:34.800539+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
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        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
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        "layer": "slide",
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        "evidence": "Country labels (US, Saudi Arabia, Russia, etc.) annotate each line.",
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        "extraction": {
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          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
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        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1575-7358-970f-b2d5021ffcac",
        "evidence": "Each fact paired with a thematic green icon (chart, tank, factory, arrow).",
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          "description": "Word-sized graphics embedded in text for data density",
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        "layer": "slide",
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        "evidence": "Two compact line charts beneath the headline act as data sparklines.",
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        "extraction": {
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          "description": "Order of perception through Size > Color > Position > Weight > Space",
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          "categorySlug": "slide"
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        "layer": "slide",
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        "evidence": "Big H1 + four icon bullets + dual line charts create clear hierarchy.",
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        "extraction": {
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        "evidence": "Title states the claim: 'Unconventional sources are the primary sources...'",
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        "agents": [
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        "matchId": "019dd95a-1575-7358-970f-c2f1f013371c",
        "evidence": "Permian Basin '26% of North America's natural gas production'.",
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        "extraction": {
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      {
        "tool": {
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          "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.",
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              "evidence": "Inline +4%, +28% labels and 53% bracket annotate the charts.",
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    "explanations": {
      "scqa_arc": "Slides 2-7 establish the situation, slides 8-11 introduce demand and constraints, and slides 12-16 answer with strategic options, yet the question is implicit and the middle reads partly as an analytical dump.",
      "action_titles": "Many analytical slides have insight-bearing titles, but several key pages remain topic labels or overly broad headlines, for example slide 4: \"Executive Summary\".",
      "mece_structure": "The deck broadly separates context, demand drivers, scenarios, and segment strategies across slides 2-16, but demand/data-center material overlaps and the growth plays are not fully exhaustive.",
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      "production_quality": "The deck has strong BCG-style chart and framework discipline, but production quality is pulled down by repeated overcrowding, very long titles, and inconsistent action-title sharpness.",
      "visual_storytelling": "The deck usually matches message to visual form through charts, heatmaps, scenario views, value-chain diagrams, and matrices on slides 6-14, but many pages are overcrowded."
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      "Replace p.16 with a prioritized 'What to do Monday' slide — one recommendation per player archetype (LNG / upstream / midstream) with owner and horizon",
      "Rewrite p.10 title as the insight ('Five paths — but only two win if infrastructure stays constrained') and use it as an explicit pillar divider",
      "Add a one-line stakes slide before p.2 ('$250B invested, still short of capacity — here's how to play the next decade') so the opening leads with tension, not context"
    ],
    "closingScore": 55,
    "openingScore": 70,
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      "Demand-side story is tightly built: p.8 (industrial) → p.9 (data centers) → p.11 (five scenarios, no peak)",
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      "Marquee slide p.10 'Five Strategic Paths' is a topic title, not an insight — the reader has to work to extract the takeaway",
      "No section dividers; the shift from industry trends to strategic plays around p.10-12 is not signposted as a pillar break",
      "p.2 opens with a dense prose paragraph instead of a crisp stakes slide"
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    "openingCritique": "The thesis is visible by p.3-4: callout on p.4 ('BCG developed five scenarios … none of which indicate demand will peak in the next ten years') is an answer-first move. But p.2 is a dense context preamble and p.1-3 don't name the stake for the reader, so the hook is soft.",
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    "titleQualityScore": 74,
    "titleQualityCritique": "Most titles are declarative and insight-bearing — e.g. p.11 'In none of the five scenarios … does US natural gas consumption peak over the next ten years' and p.6 'Unconventional sources are the primary sources of oil and gas production'. A few lapse into topic labels (p.4 'Executive Summary', p.10 'Five Strategic Paths', p.8 'The Demand Trifecta Powering the US Boom')."
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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.",
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          "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.",
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          "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.",
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          "evidence": "Title 'Strategies to ride the surge' frames the deck's central action.",
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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.",
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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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          "evidence": "Callout crystallizes thesis: growth hinges on infra/decarb/geopolitics.",
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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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          "evidence": "The slide presents five scenarios for the US natural gas industry: Blue Rush, America First, Export Rush, Slow Burn, and Energy Security.",
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          "evidence": "Industry context, superpower rise, demand trifecta charts (p5-9).",
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            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
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          "evidence": "Setup p2-3 builds the question; exec summary p4 delivers BCG's five-scenario insight.",
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          "extraction": {
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        "notes": "The slide uses a standard BCG executive summary format with a high-level narrative.",
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          "kind": "callout",
          "text": "BCG developed five scenarios that describe possible futures for the US natural gas industry, none of which indicate that demand will peak in the next ten years.",
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              "version": 1,
              "description": "Highlighted callout box."
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              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
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      "description": "Midstream new business models + closing 'in sum' synthesis (p16)."
    }
  ],
  "loops": [
    {
      "from": 2,
      "to": 4,
      "label": "Aha Moment",
      "description": "Frame the question and reveal BCG's headline finding (no peak in 10 years)"
    },
    {
      "from": 5,
      "to": 9,
      "label": "Pattern Hunter",
      "description": "Stack independent evidence streams to prove a structural gas boom"
    },
    {
      "from": 10,
      "to": 11,
      "label": "Scenario Fork",
      "description": "Enumerate five futures and the constraints that decide which one occurs"
    },
    {
      "from": 12,
      "to": 13,
      "label": "Value Chain Walk",
      "description": "Walk the natural-gas value chain to surface segment-specific plays"
    },
    {
      "from": 14,
      "to": 16,
      "label": "Capability Gap",
      "description": "Match capabilities of upstream / midstream players to the new gas-for-power demand"
    }
  ]
}