{
  "built_from": {
    "captured_at": "2026-09-29T17:38:52.347Z",
    "snapshot_schema": "mos.graph-snapshot/1",
    "source": "neo4j_direct"
  },
  "content_gaps": [
    "Logic Trees steps carry no key_question or gates in the graph (null)",
    "Six Thinking Hats holds 11 process steps in the graph; not captured (edges-only framework)",
    "Techniques for Logic Trees: none in the graph",
    "Alias edges are ALIAS_OF from alias Framework nodes into the canonical Framework"
  ],
  "diffusion_set": [
    "Adoption-Capacity Theory",
    "Dual-Use Technology",
    "Diffusion of Innovations (Rogers)",
    "Diffusion Theory",
    "Law of Diffusion of Innovation"
  ],
  "frameworks": {
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      "aliases": [],
      "complements": [
        "Hooked Model"
      ],
      "fed_by": [
        "Dominant Design",
        "PEST Analysis",
        "Reverse Salient Analysis",
        "S-Curve Analysis",
        "Macro Trends",
        "PEST",
        "Sustaining vs Disruptive Innovation"
      ],
      "feeds_into": [
        "Mullins Model",
        "PWS Triple Validation Compass",
        "Scenario Planning",
        "Ansoff Matrix",
        "John Mullins Framework",
        "Now, New, Next",
        "Self-Selling Loop"
      ],
      "prerequisite": [],
      "problem_types": [
        "IllDefined",
        "WellDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Adversarial Research Protocol": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Cross-Domain Opportunity Discovery": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "name_not_found"
    },
    "Diffusion Theory": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Diffusion of Innovations (Rogers)": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [
        "S-Curve Analysis"
      ],
      "prerequisite": [],
      "problem_types": [
        "IllDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Dual-Use Technology": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [
        "IllDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Four Lenses of Innovation": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "name_not_found"
    },
    "HSI Semantic Surprise Analysis Assistant": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [
        "Reverse Salient Analysis",
        "Domain Selection"
      ],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Herbert Simon The Sciences of the Artificial": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Hypothesis-Driven Problem Solving": {
      "aliases": [],
      "complements": [],
      "fed_by": [
        "Six Thinking Hats",
        "The Pyramid Principle",
        "Black Hat Analysis",
        "Green Hat Analysis",
        "Scientific Roadmapping"
      ],
      "feeds_into": [
        "Red Teaming"
      ],
      "prerequisite": [],
      "problem_types": [
        "WellDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Knowns and Unknowns Matrix Framework": {
      "aliases": [],
      "complements": [
        "Cynefin-Informed Sequential Innovation Discovery",
        "Cynefin-Informed Sequential Innovation Discovery with Beautiful Question Pedagogy"
      ],
      "fed_by": [
        "Scenario Planning",
        "Shell Scenario Planning Method"
      ],
      "feeds_into": [
        "Cynefin Framework"
      ],
      "prerequisite": [],
      "problem_types": [
        "UnDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Law of Diffusion of Innovation": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Logic Trees (Issue, Hypothesis, Decision)": {
      "aliases": [
        "Logic Trees"
      ],
      "complements": [],
      "fed_by": [
        "Theory of Change"
      ],
      "feeds_into": [],
      "prerequisite": [
        "MECE (Mutually Exclusive, Collectively Exhaustive)"
      ],
      "problem_types": [],
      "steps": [
        {
          "gates": [],
          "key_question": null,
          "name": "Choose tree type based on problem",
          "order": 1
        },
        {
          "gates": [],
          "key_question": null,
          "name": "Apply MECE principle at each level",
          "order": 2
        },
        {
          "gates": [],
          "key_question": null,
          "name": "Break down until actionable",
          "order": 3
        },
        {
          "gates": [],
          "key_question": null,
          "name": "Prioritize branches by impact",
          "order": 4
        },
        {
          "gates": [],
          "key_question": null,
          "name": "Prune low-value branches",
          "order": 5
        }
      ],
      "techniques": [],
      "theo_gap": null
    },
    "Research Validation and Early Business Framing": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Reverse Salient Analysis": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "name_not_found"
    },
    "Root Cause Analysis": {
      "aliases": [],
      "complements": [
        "Six Thinking Hats",
        "Cynefin Framework"
      ],
      "fed_by": [
        "Causal Loop Diagrams"
      ],
      "feeds_into": [
        "Systems Thinking",
        "Problem Definition Transformation Framework"
      ],
      "prerequisite": [
        "Causal Loop Diagrams"
      ],
      "problem_types": [
        "WellDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Scientific Method": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Scientific Roadmapping": {
      "aliases": [
        "Roadmapping",
        "Technology Roadmapping",
        "Field Roadmapping",
        "Tech Tree Mapping"
      ],
      "complements": [
        "Problem Typology Framework / The Taxonomy of Problems",
        "Reverse Salient Analysis",
        "Hypothesis-Driven Problem Solving",
        "Scenario Planning for High Uncertainty"
      ],
      "fed_by": [
        "Problem Typology Framework / The Taxonomy of Problems",
        "S-Curve Analysis",
        "Problem Taxonomy (Search Gradient)",
        "The Innovation Landscape"
      ],
      "feeds_into": [
        "Reverse Salient Analysis",
        "Hypothesis-Driven Problem Solving",
        "PWS Value Proposition",
        "Three-Horizon Framework"
      ],
      "prerequisite": [
        "Problem Taxonomy (Search Gradient)"
      ],
      "problem_types": [
        "UnDefined",
        "IllDefined",
        "Wicked"
      ],
      "step_loop": [
        [
          1,
          2
        ],
        [
          2,
          3
        ],
        [
          3,
          4
        ],
        [
          4,
          5
        ],
        [
          5,
          6
        ],
        [
          6,
          7
        ],
        [
          7,
          1
        ]
      ],
      "steps": [
        {
          "gates": [
            "F.1 Tension Gate"
          ],
          "key_question": "Is this physically possible, plainly impactful, and still regarded by serious people as out of reach?",
          "name": "Tension Qualification",
          "order": 1
        },
        {
          "gates": [],
          "key_question": "Is success unambiguously measurable, and can the goal be decomposed into necessary or sufficient conditions?",
          "name": "Goal Quantification",
          "order": 2
        },
        {
          "gates": [
            "F.2 Rung Gate"
          ],
          "key_question": "Am I reaching for a Technical Roadmap because this domain has a physics, or because it feels more rigorous?",
          "name": "Rung Placement and Type Selection",
          "order": 3
        },
        {
          "gates": [],
          "key_question": "Who has to be in the room before the question can even be posed correctly?",
          "name": "Forum Construction",
          "order": 4
        },
        {
          "gates": [],
          "key_question": "Are these approaches mutually exclusive and collectively exhaustive?",
          "name": "Path Enumeration",
          "order": 5
        },
        {
          "gates": [],
          "key_question": "Is this constraint truly fundamental, or has the field simply never attacked it?",
          "name": "Constraint Interrogation",
          "order": 6
        },
        {
          "gates": [
            "F.3 Catalytic Gate"
          ],
          "key_question": "If this one domino falls, how many fall after it?",
          "name": "Catalytic Ranking",
          "order": 7
        }
      ],
      "techniques": [
        "MECE Decomposition",
        "Productive Tension Test",
        "Quantified Stretch Goal",
        "Rung Placement",
        "Participant Casting",
        "Trading Zone Construction",
        "Boundary Object Design",
        "Polyvocal Synthesis",
        "10X Resurvey",
        "Un-Impossible Decomposition",
        "Fundamental-vs-Assumed Test",
        "Domino Counting"
      ],
      "theo_gap": null
    },
    "Six Thinking Hats": {
      "aliases": [],
      "complements": [],
      "fed_by": [
        "Systems Thinking",
        "BONO-Innovation Framework",
        "Causal Loop Diagrams",
        "Resulting",
        "Wicked Problem Detection Framework",
        "Psychological Safety"
      ],
      "feeds_into": [
        "Red Hat Analysis",
        "Beautiful Question Framework",
        "Red Teaming",
        "Systems Thinking",
        "Black Hat Analysis",
        "Green Hat Analysis",
        "Hypothesis-Driven Problem Solving",
        "PWS Value Proposition",
        "White Hat Analysis",
        "Yellow Hat Analysis",
        "Blue Hat Thinking",
        "Emotional Intelligence in Leadership"
      ],
      "prerequisite": [],
      "problem_types": [
        "IllDefined",
        "Wicked"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": null
    },
    "The Pyramid Principle": {
      "aliases": [
        "Minto Pyramid",
        "Neo4j-Powered Pyramid Logic Assessment Framework"
      ],
      "complements": [],
      "fed_by": [
        "MECE (Mutually Exclusive, Collectively Exhaustive)",
        "PWS Pitch-Craft Distillation",
        "Neo4j-Powered Pyramid Logic Assessment Framework"
      ],
      "feeds_into": [
        "Hypothesis-Driven Problem Solving",
        "Problem Definition Transformation Framework"
      ],
      "prerequisite": [
        "MECE (Mutually Exclusive, Collectively Exhaustive)"
      ],
      "problem_types": [
        "WellDefined"
      ],
      "steps": [],
      "techniques": [],
      "theo_gap": "zero_steps"
    },
    "Usher's Model of Cumulative Synthesis": {
      "aliases": [],
      "complements": [],
      "fed_by": [],
      "feeds_into": [],
      "prerequisite": [],
      "problem_types": [],
      "steps": [],
      "techniques": [],
      "theo_gap": "name_not_found"
    }
  },
  "ip_ruling": "IP ruling 2026-09-17: names, edges, short lines only; no descriptions; strings capped at 140 characters.",
  "problem_types": {
    "IllDefined": {
      "frameworks": [
        "Ackoff Pyramid",
        "Adoption-Capacity Theory",
        "Dominant Design",
        "Jobs to Be Done (JTBD)",
        "Red Teaming",
        "Reverse Salient Analysis",
        "S-Curve Analysis",
        "Scenario Planning",
        "Six Thinking Hats",
        "Systems Thinking",
        "Algorithmic Generation of Reverse Salient Solutions",
        "BONO-Innovation Framework",
        "Beautiful Questions Bias Detection",
        "Black Hat Analysis",
        "Business Model Canvas",
        "Causal Loop Diagrams",
        "Challenging Orthodoxies",
        "Changing Terms of Competition",
        "Continuous Discovery",
        "Creative Destruction",
        "Cross-Disciplinary Thinking",
        "Design Thinking",
        "Diffusion of Innovations (Rogers)",
        "Disruptive Innovation",
        "Diverge-Converge Model",
        "Dual-Use Technology",
        "Feedback loops",
        "Green Hat Analysis",
        "Hierarchy Mapping",
        "Innovation of Meaning",
        "Invention Disclosure Strategic Framework",
        "Macro-Changes",
        "Nested Hierarchies",
        "PWS Value Proposition",
        "PWS-Bias Devil's Advocate Agent",
        "PWS-JTBD Innovation Discovery Framework",
        "Pain Points",
        "Platform Thinking",
        "Portfolio Approach",
        "Problem Taxonomy (Search Gradient)",
        "Process Mapping",
        "Process Mapping for Innovation",
        "Reverse Salients identification",
        "Risk Assessment",
        "Sustaining vs Disruptive Innovation",
        "Tools vs Platforms Innovation",
        "Trending to the Absurd",
        "User Journey Mapping",
        "Wicked Problem Detection Framework",
        "Yellow Hat Analysis",
        "Scientific Roadmapping"
      ]
    },
    "UnDefined": {
      "frameworks": [
        "Ackoff Pyramid",
        "Beautiful Question Framework",
        "Dominant Design",
        "Jobs to Be Done (JTBD)",
        "Knowns and Unknowns Matrix Framework",
        "PEST Analysis",
        "Red Teaming",
        "S-Curve Analysis",
        "Scenario Planning",
        "Usher's Model of Cumulative Synthesis",
        "BONO-Innovation Framework",
        "Beautiful Questions Bias Detection",
        "Challenging Orthodoxies",
        "Continuous Discovery",
        "Cross-Disciplinary Thinking",
        "Diverge-Converge Model",
        "Domain Selection",
        "Effectuation",
        "Entrepreneurial Method",
        "Four Lenses of Innovation",
        "Invention Disclosure Strategic Framework",
        "Macro-Changes",
        "Nested Hierarchies",
        "Opportunity Recognition as Pattern Recognition",
        "Oracle Foresight Engine",
        "PWS Methodology",
        "PWS-JTBD Innovation Discovery Framework",
        "PWS-Scenario Planning Integration Framework",
        "Pain Points",
        "Problem Exploration Framework",
        "Problem Taxonomy (Search Gradient)",
        "Process Mapping",
        "Scenario Analysis Framework",
        "Scenario Planning for High Uncertainty",
        "Shell Scenario Planning Method",
        "Trending to the Absurd",
        "Scientific Roadmapping"
      ]
    },
    "WellDefined": {
      "frameworks": [
        "Adoption-Capacity Theory",
        "Jobs to Be Done (JTBD)",
        "MECE (Mutually Exclusive, Collectively Exhaustive)",
        "PWS Triple Validation Compass",
        "Red Teaming",
        "Reverse Salient Analysis",
        "Root Cause Analysis",
        "The Pyramid Principle",
        "Ansoff Matrix",
        "BONO-Innovation Framework",
        "Business Model Canvas",
        "Competitive Advantage",
        "Five-Step Implementation Process",
        "Fogg Behavior Model",
        "Hypothesis-Driven Problem Solving",
        "Invention Disclosure Strategic Framework",
        "Opposite Plan",
        "PWS Pitch-Craft Distillation",
        "PWS Value Proposition",
        "Problem Definition Transformation Framework",
        "Problem Taxonomy (Search Gradient)",
        "Process Mapping",
        "Risk Assessment",
        "Well-Defined Problem Framework",
        "White Hat Analysis"
      ]
    },
    "Wicked": {
      "frameworks": [
        "Scenario Planning",
        "Six Thinking Hats",
        "Systems Thinking",
        "BONO-Innovation Framework",
        "Causal Loop Diagrams",
        "Cynefin Framework",
        "Cynefin-Informed Sequential Innovation Discovery",
        "Cynefin-Informed Sequential Innovation Discovery with Beautiful Question Pedagogy",
        "Feedback loops",
        "Invention Disclosure Strategic Framework",
        "PWS Value Proposition",
        "PWS-Bias Devil's Advocate Agent",
        "Process Mapping",
        "Stock and Flow Diagrams",
        "Systems lens",
        "Theory of Change",
        "Wicked Problem Detection Framework",
        "Scientific Roadmapping"
      ]
    }
  },
  "schema": "mos.research-shape-ledger/1",
  "scientific_set": [
    "Logic Trees (Issue, Hypothesis, Decision)",
    "Hypothesis-Driven Problem Solving",
    "Scientific Method",
    "Adversarial Research Protocol",
    "Research Validation and Early Business Framing",
    "Herbert Simon The Sciences of the Artificial",
    "Scientific Roadmapping"
  ],
  "shapes": {
    "IllDefined": {
      "default_mode": "deep",
      "quick_when": "one_lens_named",
      "shape": "independent_lens_fanout"
    },
    "UnDefined": {
      "default_mode": "deep",
      "shape": "landscape_scan"
    },
    "WellDefined": {
      "default_mode": "quick",
      "shape": "hypothesis_test"
    },
    "Wicked": {
      "default_mode": "deep",
      "shape": "systems_map",
      "unresolved_valid": true
    }
  },
  "template_frameworks": {
    "analogies": "Four Lenses of Innovation",
    "connections": "Usher's Model of Cumulative Synthesis",
    "diffusion": "Adoption-Capacity Theory",
    "eureka": "Cross-Domain Opportunity Discovery",
    "hsi": "HSI Semantic Surprise Analysis Assistant",
    "map-unknowns": "Knowns and Unknowns Matrix Framework",
    "root-cause": "Root Cause Analysis",
    "rs": "Reverse Salient Analysis",
    "scientific-roadmapping": "Scientific Roadmapping",
    "think-hats": "Six Thinking Hats",
    "whitespace": "HSI Semantic Surprise Analysis Assistant"
  },
  "theo_gaps": [
    {
      "framework": "Adoption-Capacity Theory",
      "gap": "zero_steps"
    },
    {
      "framework": "Adversarial Research Protocol",
      "gap": "zero_steps"
    },
    {
      "framework": "Cross-Domain Opportunity Discovery",
      "gap": "name_not_found"
    },
    {
      "framework": "Diffusion Theory",
      "gap": "zero_steps"
    },
    {
      "framework": "Diffusion of Innovations (Rogers)",
      "gap": "zero_steps"
    },
    {
      "framework": "Dual-Use Technology",
      "gap": "zero_steps"
    },
    {
      "framework": "Four Lenses of Innovation",
      "gap": "name_not_found"
    },
    {
      "framework": "HSI Semantic Surprise Analysis Assistant",
      "gap": "zero_steps"
    },
    {
      "framework": "Herbert Simon The Sciences of the Artificial",
      "gap": "zero_steps"
    },
    {
      "framework": "Hypothesis-Driven Problem Solving",
      "gap": "zero_steps"
    },
    {
      "framework": "Knowns and Unknowns Matrix Framework",
      "gap": "zero_steps"
    },
    {
      "framework": "Law of Diffusion of Innovation",
      "gap": "zero_steps"
    },
    {
      "framework": "Research Validation and Early Business Framing",
      "gap": "zero_steps"
    },
    {
      "framework": "Reverse Salient Analysis",
      "gap": "name_not_found"
    },
    {
      "framework": "Root Cause Analysis",
      "gap": "zero_steps"
    },
    {
      "framework": "Scientific Method",
      "gap": "zero_steps"
    },
    {
      "framework": "The Pyramid Principle",
      "gap": "zero_steps"
    },
    {
      "framework": "Usher's Model of Cumulative Synthesis",
      "gap": "name_not_found"
    }
  ]
}