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          "description": "Three parallel phrases of increasing length or intensity",
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          "categoryName": "Loop",
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        "evidence": "Three numbered advantages: cheaper / lower cost / reduced CO2",
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        "confidence": 70,
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          "name": "Slide recipe: Cover",
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          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
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          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
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        "agent": "designer",
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        "agents": [
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        "matchId": "f5826068-357d-4a5c-8c04-1b0a7062aea1",
        "evidence": "Socio-economic case for deepening solar PV deployment in Nigeria",
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        "confidence": 0.9,
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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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        "agents": [
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        "matchId": "019dd95a-14f5-72a3-8b8c-b7079a31d16c",
        "evidence": "Callout states 'Nigeria's off grid solar market has witnessed strong growth and industry potential appears robust'",
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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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        "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.",
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      {
        "tool": {
          "name": "Big Idea Formula",
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          "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.",
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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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          "categoryName": "Block",
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        "agent": "Storyteller",
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        "evidence": "Beyond electrification, Nigeria has realised several socio-economic benefits from increased solar deployment, and scaled deployment could unlock greater impact",
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        "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.",
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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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        "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."
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      {
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          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
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          "description": "A condensed view of the entire argument on a single slide / block.",
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        "matchId": "7751cc5d-b1b5-4f17-8e4c-0458503d9572",
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        "confidence": 0.8,
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        "cardinality": "common",
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      {
        "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.",
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          "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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        "matchId": "019dd95a-14f5-72a3-8b8c-b92a5b8bc84f",
        "evidence": "Two thematic verdicts headline each half: market potential, then realized benefits",
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        "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.",
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        "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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      {
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          "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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        "evidence": "Callout: 'solar market potential remains constrained by several challenges'",
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        "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.",
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      {
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          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
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        "evidence": "Executive summary (II/II)",
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        "confidence": 0.8,
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        "cardinality": "common",
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      {
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          "bestFor": null,
          "canonId": "019dd956-869f-7564-8d42-de54ed29ab90",
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          "description": "Identify problem, agitate the pain, present the solution",
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          "categoryName": "Block",
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        "agent": "Storyteller",
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        "matchId": "4fe5fc4b-00ad-4d81-9784-0e76897d7cf8",
        "evidence": "Despite the socio-economic benefits associated with solar deployment, solar market potential remains constrained by several challenges.",
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        "confidence": 0.6,
        "extraction": {
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      },
      {
        "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.",
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          "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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        "agents": [
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        "matchId": "019dd95a-14f5-72a3-8b8c-caa0ba6a0ac1",
        "evidence": "Frames complication that the rest of deck must answer",
        "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": 80,
        "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.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
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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."
      },
      {
        "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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        "agents": [
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        "matchId": "019dd95a-14f5-72a3-8b8c-ce790ac88922",
        "evidence": "Two-column 'Background & objectives / Research methodology' frames why study exists",
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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.",
        "confidence": 75,
        "extraction": {
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title diagnoses: 'PHC's are constrained in providing ANC'",
              "confidence": 85
            },
            {
              "id": 21,
              "slug": "five-whys",
              "layer": "Block",
              "evidence": "Drilling from 'low ANC' down to PHC constraints",
              "confidence": 60
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title isolates root cause: 'Poor power supply was indicated as a key limiting factor'",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "100% of PHCs cite power supply",
              "confidence": 75
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'enhancing PHC's access to elec. though solar could... increase ANC coverage by ~10-20%pt'",
              "confidence": 92
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Before-solar vs after-solar comparison embedded",
              "confidence": 75
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Deploying solar... could reduce vaccine waste by ~40-60%'",
              "confidence": 92
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Inadequate power supply identified as key driver of vaccine wastage'",
              "confidence": 80
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes 30% wastage rate and 40-60% attribution to power",
              "confidence": 80
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section divider with verdict: 'increased solar deployment... could improve student learning outcomes'",
              "confidence": 75
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Solar deployment... could double students' night-time study hours'",
              "confidence": 92
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Opens education chapter with vision stat (~2.3x)",
              "confidence": 65
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states benchmark gap: 'Nigerian public boarding schools study less hours than benchmark countries'",
              "confidence": 90
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Nigeria bar highlighted vs peer set",
              "confidence": 75
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Limited power supply is a major constraint to study time'",
              "confidence": 90
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Poor power supply... make learning environment inconducive'",
              "confidence": 85
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Student quote 'Limited study time affected my performance' personalizes",
              "confidence": 75
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Enhancing power access... could extend student study time by ~86-127%'",
              "confidence": 92
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '~7-10hrs/wk. additional study hours available'",
              "confidence": 88
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Deploying solar... could increase ICT teaching time by ~30%'",
              "confidence": 92
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'duration of experiential ICT classes... is >50% lower than benchmark'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "-57% callout",
              "confidence": 80
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Nigeria bar highlighted",
              "confidence": 70
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title diagnoses: 'Irregular power supply was identified as major challenge'",
              "confidence": 88
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '~60% of public sec. schools are w/o reliable power supply'",
              "confidence": 85
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Improving power supply could... enable ~500k additional students to receiving practical ICT classes'",
              "confidence": 92
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Deploying solar... could enable schools utilize their ICT facilities'",
              "confidence": 80
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section divider quotes solar cold storage benefit thesis",
              "confidence": 75
            }
          ],
          "page_number": 43
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'solar powered cold storage could reduce... post harvest loss... by 30%'",
              "confidence": 92
            }
          ],
          "page_number": 44
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Nigeria has one of the highest post-harvest losses amongst peer countries'",
              "confidence": 88
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Nigeria highlighted in peer ranking",
              "confidence": 75
            }
          ],
          "page_number": 45
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Nigeria loses 80M tons of food annually... 9% of its GDP'",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quantified loss: 80M tons, 9% GDP",
              "confidence": 75
            }
          ],
          "page_number": 46
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'perishable foods contribute 20% to total food losses'",
              "confidence": 85
            }
          ],
          "page_number": 47
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '~37% of losses... attributed to limited cold storage'",
              "confidence": 88
            }
          ],
          "page_number": 48
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'high rental cost of cold storage in Nigeria'",
              "confidence": 85
            }
          ],
          "page_number": 49
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: 'FGN has set an ambition to halve post harvest loss by 2025'",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Cites federal government target as goal anchor",
              "confidence": 70
            }
          ],
          "page_number": 50
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Solar powered cold storage has several advantages over... diesel-powered'",
              "confidence": 92
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Three side-by-side panels: rental -34%, LCOE -21%, ~21K tons CO2 saved",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three parallel comparison panels",
              "confidence": 85
            },
            {
              "id": 92,
              "slug": "tricolon",
              "layer": "Loop",
              "evidence": "Three numbered advantages: cheaper / lower cost / reduced CO2",
              "confidence": 75
            }
          ],
          "page_number": 51
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Farmers... up to 80% reduction in food loss... can save up to 4.4 million tonnes'",
              "confidence": 92
            }
          ],
          "page_number": 52
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '...enable FGN achieve 11% of its post harvest reduction target'",
              "confidence": 88
            }
          ],
          "page_number": 53
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'solar also powers a range of other processes in the agricultural sector'",
              "confidence": 80
            }
          ],
          "page_number": 54
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section divider quoting 45% emissions reduction target",
              "confidence": 75
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Cites Paris Agreement and FGN ambition",
              "confidence": 75
            }
          ],
          "page_number": 55
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Increased solar adoption... could avoid 5M tons of CO2e'",
              "confidence": 92
            }
          ],
          "page_number": 56
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Nigeria has one of the highest greenhouse gas emissions in Sub-Saharan Africa'",
              "confidence": 88
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Nigeria highlighted vs SSA peers",
              "confidence": 75
            }
          ],
          "page_number": 57
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Energy Sector is the largest source of GHG emissions contributing ~60%'",
              "confidence": 90
            }
          ],
          "page_number": 58
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'households contributing ~20% to total fuel generator emissions'",
              "confidence": 88
            }
          ],
          "page_number": 59
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'total GHG emissions from generator is expected to increase by 45% in 2030'",
              "confidence": 88
            }
          ],
          "page_number": 60
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'FGN has set an ambition to reduce GHG emissions by 45% in 2030'",
              "confidence": 85
            }
          ],
          "page_number": 61
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Peer countries with high fuel generator emissions have opted for solar PV systems'",
              "confidence": 85
            },
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "Cites peer countries that have made the switch",
              "confidence": 80
            }
          ],
          "page_number": 62
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'installed solar capacity could grow to 4 GW...'",
              "confidence": 88
            }
          ],
          "page_number": 63
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '...cutting emissions by up to 5 Million tonnes'",
              "confidence": 88
            }
          ],
          "page_number": 64
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'generators have harmful effects' (>10,000 deaths)",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Death toll from generators invoked",
              "confidence": 70
            }
          ],
          "page_number": 65
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section divider quoting MSME contribution: ~90% of retail trade",
              "confidence": 75
            }
          ],
          "page_number": 66
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Solar deployment... could increase MSME income by ~30-40%'",
              "confidence": 92
            }
          ],
          "page_number": 67
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Survey of MSME's... reveal electricity as a key constraint'",
              "confidence": 88
            }
          ],
          "page_number": 68
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'most MSMEs rely on generators as their main source of power'",
              "confidence": 85
            }
          ],
          "page_number": 69
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'reliance on generators pose two main challenges... expensive, and... fire incidents'",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Generator costs 2-4x other sources - explicit cost contrast",
              "confidence": 70
            }
          ],
          "page_number": 70
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '~USD4-5bn in sales, lost annually'",
              "confidence": 92
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames as billions lost annually",
              "confidence": 80
            }
          ],
          "page_number": 71
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'generator usage is also a major cause of fire incidents in markets'",
              "confidence": 88
            }
          ],
          "page_number": 72
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'lose ~USD100-300m annually... to fire incidents caused by generator sets'",
              "confidence": 88
            }
          ],
          "page_number": 73
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'MSMEs in markets with solar witness 30 - 40% uplift in revenue'",
              "confidence": 92
            }
          ],
          "page_number": 74
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '...save ~USD2-7mn annually... due to fewer fire incidents post solar'",
              "confidence": 88
            }
          ],
          "page_number": 75
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '~USD7-10bn increase in MSME income leading to ~USD1-2bn uplift in GDP'",
              "confidence": 92
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Closes Trade chapter with macro-level GDP impact - payoff moment",
              "confidence": 70
            }
          ],
          "page_number": 76
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Several challenges inhibiting solar PV market penetration identified'",
              "confidence": 88
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Four lettered pillars A/B/C/D - Financing, Commercial, Operational, Enabling environment",
              "confidence": 90
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each pillar anchored by icon",
              "confidence": 75
            }
          ],
          "page_number": 78
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Significant financing gaps, unfavorable terms and stringent requirements'",
              "confidence": 85
            }
          ],
          "page_number": 79
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title continues financing-gap analysis (II/II)",
              "confidence": 85
            }
          ],
          "page_number": 80
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Demand is highly fragmented... unable to offer more competitive prices'",
              "confidence": 85
            }
          ],
          "page_number": 81
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Arduous importation process, low mobile money penetration and skill shortages'",
              "confidence": 85
            }
          ],
          "page_number": 82
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Good regulatory framework... but implementation challenges'",
              "confidence": 85
            }
          ],
          "page_number": 83
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: '12 interventions identified; structured into 4 pillars'",
              "confidence": 90
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Four pillar columns mirror challenge framework - Access to finance / Institutional / Customer awareness / Technical-regulatory",
              "confidence": 90
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each pillar anchored by icon",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "12 interventions clustered into 4 digestible groups",
              "confidence": 80
            }
          ],
          "page_number": 85
        }
      ],
      "slides_seen": 87,
      "deck_summary": "Textbook BCG Consultant's Gambit - sentence-style action titles on every page, MECE-structured driver/barrier/intervention pillars, and a custom 5-dimension framework that anchors a ~50-slide evidence chapter. Strong Storymakers alignment on Pyramid Principle, action titles, and benchmark-gap loops; lighter on emotional story moments and a punchy single Big Idea.",
      "secondary_arcs": [
        {
          "id": 3,
          "slug": "problem-agitate-solution",
          "beats": [
            {
              "name": "Problem (Identify pain)",
              "end_page": 18,
              "evidence": "Grid inadequacy and underpenetration framed early",
              "position": 1,
              "start_page": 11
            },
            {
              "name": "Agitate (Make it worse)",
              "end_page": 76,
              "evidence": "Lost ANC coverage, study hours, food, MSME revenue, GHG emissions piled up",
              "position": 2,
              "start_page": 21
            },
            {
              "name": "Solution (Provide relief)",
              "end_page": 85,
              "evidence": "Challenges diagnosed then 12 interventions across 4 pillars proposed",
              "position": 3,
              "start_page": 78
            }
          ],
          "evidence": "Problem (electricity gap p11) -> Agitate (harm across 5 dimensions p21-76) -> Solution (interventions p85).",
          "confidence": 65
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Levelized Cost of Electricity (LCOE)",
              "slug": "lcoe",
              "evidence": "Title and chart axis explicitly labeled 'Levelized Cost of Electricity (LCOE)'",
              "confidence": 95
            }
          ],
          "page_number": 14
        },
        {
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          "evidence": "Callout states 'Nigeria's off grid solar market has witnessed strong growth and industry potential appears robust'",
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          "confidence": 90,
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          "evidence": "Beyond electrification, Nigeria has realised several socio-economic benefits from increased solar deployment, and scaled deployment could unlock greater impact",
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          "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.",
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          "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."
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            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
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        {
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            "familyLabel": null,
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            "categorySlug": "slide"
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          "agents": [
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          "evidence": "Two thematic verdicts headline each half: market potential, then realized benefits",
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          "confidence": 85,
          "extraction": {
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            "model": "claude-legacy",
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            "promptVersion": null
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          "pageNumber": 3,
          "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.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "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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      "arcBeats": [
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          "arc": {
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            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
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          "evidence": "Exec summary, study background, methodology, market growth context",
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