[
  {
    "subdomain": "free-models",
    "name": "Free Models Registry",
    "category": "AI Infrastructure",
    "desc": "Open-weights and free-tier LLM inference registry with tier scoring."
  },
  {
    "subdomain": "papers",
    "name": "HUMMBL Papers",
    "category": "Research & Theory",
    "desc": "Academic publications, working papers, and epistemological research."
  },
  {
    "subdomain": "jsr",
    "name": "JSR App Registry",
    "category": "AI Infrastructure",
    "desc": "TypeScript and JavaScript package registry for governed agent tools."
  },
  {
    "subdomain": "awesome-python-reasoning",
    "name": "Awesome Python Reasoning",
    "category": "Research & Theory",
    "desc": "Curated collection of reasoning models, chain-of-thought, and verifiers."
  },
  {
    "subdomain": "taxonomy",
    "name": "Governed Intelligence Taxonomy",
    "category": "Core Governance",
    "desc": "Classification matrix for cognitive agents and task complexity tiers."
  },
  {
    "subdomain": "sast",
    "name": "Static Analysis Engine",
    "category": "Security & Assurance",
    "desc": "Zero-dependency static security analysis for agent rules and contracts."
  },
  {
    "subdomain": "mcp-maturity",
    "name": "MCP Maturity Rubric",
    "category": "Security & Assurance",
    "desc": "Model Context Protocol maturity scoring, levels 0 through 5."
  },
  {
    "subdomain": "carnivore-claims",
    "name": "Carnivore Claims Verifier",
    "category": "Assurance",
    "desc": "Empirical claim verification and evidence grading engine."
  },
  {
    "subdomain": "peptide-check",
    "name": "Peptide Check Web",
    "category": "Assurance",
    "desc": "Biochemical structure validation and sequence verification."
  },
  {
    "subdomain": "whether-book",
    "name": "Whether Book Decision Engine",
    "category": "Core Governance",
    "desc": "Bayesian prior tracker and structured decision-making workbook."
  },
  {
    "subdomain": "topology",
    "name": "Repository Topology Map",
    "category": "AI Infrastructure",
    "desc": "Multi-agent network graph and inter-repo dependency visualization."
  },
  {
    "subdomain": "workspace-mcp",
    "name": "Workspace MCP Gateway",
    "category": "AI Infrastructure",
    "desc": "Local workspace orchestration tools and filesystem bridge."
  },
  {
    "subdomain": "krineia",
    "name": "Krineia Judicial System",
    "category": "Core Governance",
    "desc": "Judicial review, dispute resolution, and constitutional verifier for agents."
  },
  {
    "subdomain": "tuples",
    "name": "Typed Tuples Grammar",
    "category": "Core Governance",
    "desc": "Formal semantic grammar and state transition schema for multi-agent systems."
  },
  {
    "subdomain": "compass",
    "name": "HUMMBL Compass Navigation",
    "category": "AI Infrastructure",
    "desc": "Multi-agent routing, priority directional vectors, and dispatch algorithms."
  },
  {
    "subdomain": "library",
    "name": "Fleet Library & Knowledge Base",
    "category": "Research & Theory",
    "desc": "Unified index of books, specs, design documents, and governance briefs."
  },
  {
    "subdomain": "mesh",
    "name": "Edge Mesh Interconnect",
    "category": "AI Infrastructure",
    "desc": "Decentralized machine-to-machine coordination over Tailscale and SSH."
  },
  {
    "subdomain": "clp",
    "name": "Cognitive Ledger Protocol",
    "category": "Core Governance",
    "desc": "Distributed epistemic memory and immutable decision audit trail."
  },
  {
    "subdomain": "crucible",
    "name": "Epistemic Crucible",
    "category": "Security & Assurance",
    "desc": "Dialectical debate, adversarial verification, and red-team engine."
  },
  {
    "subdomain": "utf",
    "name": "Universal Task Framework",
    "category": "AI Infrastructure",
    "desc": "Deterministic task decomposition, model routing, and execution planner."
  },
  {
    "subdomain": "bif",
    "name": "Batch Ingestion Framework",
    "category": "AI Infrastructure",
    "desc": "High-throughput batch ingestion pipeline for technical knowledge corpora."
  },
  {
    "subdomain": "base120",
    "name": "Base120 Mental Models",
    "category": "Base120 Mental Models",
    "desc": "120 universal multidisciplinary mental models across 8 cognitive domains."
  },
  {
    "subdomain": "contracts",
    "name": "Governed Agent Contracts",
    "category": "Core Governance",
    "desc": "JSON Schema contracts enforcing deterministic behavior across agent fleets."
  },
  {
    "subdomain": "rubrics",
    "name": "Evaluation Rubric Templates",
    "category": "Security & Assurance",
    "desc": "Standardized evaluation scorecards for agent outputs and code reviews."
  },
  {
    "subdomain": "intel",
    "name": "Agent Intelligence Taxonomy",
    "category": "Security & Assurance",
    "desc": "INT taxonomy framework (OSINT, FININT, SIGINT) for multi-agent recon."
  },
  {
    "subdomain": "cognition",
    "name": "Cognitive Engine & Open Brain",
    "category": "Core Governance",
    "desc": "Shared cognitive substrate and continuous semantic indexing."
  },
  {
    "subdomain": "bus",
    "name": "Multi-Agent Coordination Bus",
    "category": "Core Governance",
    "desc": "Append-only TSV bus for flock-safe agent synchronization."
  },
  {
    "subdomain": "lattice",
    "name": "Domain120 Reasoning Lattices",
    "category": "Base120 Mental Models",
    "desc": "Specialized reasoning operator graphs across 8 knowledge domains."
  },
  {
    "subdomain": "axis",
    "name": "HUMMBL Axis Resolution Ladder",
    "category": "Core Governance",
    "desc": "Multi-tier dialectical resolution engine for operational contradictions."
  },
  {
    "subdomain": "idp",
    "name": "Intelligent Delegation Profile",
    "category": "AI Infrastructure",
    "desc": "Deterministic delegation schemas and trust boundaries for autonomous fleets."
  },
  {
    "subdomain": "eval",
    "name": "Fleet Evaluation Suite",
    "category": "Security & Assurance",
    "desc": "Golden-fixture scoring and regression test framework for LLM agents."
  },
  {
    "subdomain": "ai-factory",
    "name": "Anything-SaaS AI Factory",
    "category": "AI Infrastructure",
    "desc": "Autonomous software manufacturing substrate and assembly pipeline."
  },
  {
    "subdomain": "security-auditor",
    "name": "Automated Security Auditor",
    "category": "Security & Assurance",
    "desc": "Automated SAST, secret scanner, and supply chain vulnerability detector."
  },
  {
    "subdomain": "quality",
    "name": "Fleet Code Quality Gate",
    "category": "Security & Assurance",
    "desc": "Strict code hygiene, typing, formatting, and complexity enforcement."
  },
  {
    "subdomain": "validation",
    "name": "Validation Framework",
    "category": "Security & Assurance",
    "desc": "External validation suite for multi-agent systems and governance rules."
  },
  {
    "subdomain": "gameboard",
    "name": "Operations Gameboard",
    "category": "Core Governance",
    "desc": "Live agent deployment board, active missions, and state monitor."
  },
  {
    "subdomain": "telemetry",
    "name": "Crucible Telemetry Hub",
    "category": "Security & Assurance",
    "desc": "Fleet lifecycle telemetry, guardrail tripwire monitoring, and health metrics."
  },
  {
    "subdomain": "transparency",
    "name": "System Transparency Log",
    "category": "Core Governance",
    "desc": "Publicly verifiable governance ledger and audit trail of automated actions."
  },
  {
    "subdomain": "risk-contracts",
    "name": "Risk Contracts Matrix",
    "category": "Core Governance",
    "desc": "Quantitative risk modeling and automated liability bounding contracts."
  },
  {
    "subdomain": "rumsfeld",
    "name": "Rumsfeld Uncertainty Matrix",
    "category": "Core Governance",
    "desc": "Known-knowns to unknown-unknowns epistemic risk mapping system."
  },
  {
    "subdomain": "content-filter",
    "name": "Governed Content Filter",
    "category": "Security & Assurance",
    "desc": "High-throughput semantic content moderation and guardrail filter."
  },
  {
    "subdomain": "accounting",
    "name": "Autonomous Accounting Engine",
    "category": "Economics & Strategy",
    "desc": "Agent token economics, compute attribution, and financial ledgering."
  },
  {
    "subdomain": "social-sim",
    "name": "Multi-Agent Social Simulator",
    "category": "Research & Theory",
    "desc": "Agent swarm behavior modeling and emergent coalition simulation."
  },
  {
    "subdomain": "games",
    "name": "Interactive Governance Games",
    "category": "Research & Theory",
    "desc": "Educational interactive simulations for AI safety and cybernetic control."
  },
  {
    "subdomain": "admission-controlled-state",
    "name": "Admission Controlled State",
    "category": "Core Governance",
    "desc": "Cryptographically signed state transitions and admission control."
  },
  {
    "subdomain": "lint-config",
    "name": "Fleet Lint Standards",
    "category": "Security & Assurance",
    "desc": "Shared ruff, flake8, and formatting rules across all fleet repositories."
  },
  {
    "subdomain": "assurance",
    "name": "Continuous Assurance Engine",
    "category": "Security & Assurance",
    "desc": "Real-time compliance monitoring, SLO tracking, and drift detection."
  },
  {
    "subdomain": "120-agents",
    "name": "120 Governed Agent Fleet",
    "category": "AI Infrastructure",
    "desc": "Specialized autonomous agent personas mapped to Base120 mental models."
  },
  {
    "subdomain": "premortem",
    "name": "Automated Pre-Mortem Studio",
    "category": "Security & Assurance",
    "desc": "Prospective hindsight failure mode exploration and mitigation generator."
  },
  {
    "subdomain": "adversarial",
    "name": "Adversarial Stress Testing",
    "category": "Security & Assurance",
    "desc": "Automated red-teaming, prompt injection defense, and jailbreak probes."
  },
  {
    "subdomain": "benchmarks",
    "name": "Fleet Benchmarking Suite",
    "category": "AI Infrastructure",
    "desc": "Standardized latency, token efficiency, and reasoning accuracy benchmarks."
  },
  {
    "subdomain": "bibliography",
    "name": "Annotated Research Bibliography",
    "category": "Research & Theory",
    "desc": "Master citation network, research sources, and epistemic foundations."
  },
  {
    "subdomain": "wargame",
    "name": "Cybernetic Wargaming Arena",
    "category": "Security & Assurance",
    "desc": "Adversarial multi-agent wargaming and strategic resilience testing."
  },
  {
    "subdomain": "cli",
    "name": "Unified Fleet CLI",
    "category": "AI Infrastructure",
    "desc": "Operator terminal tools for managing agent swarms and fleet deployments."
  },
  {
    "subdomain": "autonomy",
    "name": "Autonomy Level Classifier",
    "category": "Core Governance",
    "desc": "Assessment framework measuring agent autonomy levels L0 through L5."
  },
  {
    "subdomain": "worstcase",
    "name": "Worst-Case Stress Engine",
    "category": "Base120 Mental Models",
    "desc": "Inverse optimization and failure maximization studio (Base120 IN16)."
  },
  {
    "subdomain": "topography",
    "name": "Base120 Topography Studio",
    "category": "Base120 Mental Models",
    "desc": "3D relief, contour manifold, and East/North/Up coordinate surface viewer."
  },
  {
    "subdomain": "bki",
    "name": "Belonging as Knowledge Infra",
    "category": "Research & Theory",
    "desc": "Relational epistemology, Broccolilly equation, and HRSI belonging rubric."
  },
  {
    "subdomain": "hule",
    "name": "Human Lived Experience Studio",
    "category": "Research & Theory",
    "desc": "Qualitative lived experience capture, Betty's BM reframe, and substrate archetypes."
  },
  {
    "subdomain": "basen",
    "name": "BaseN Mental Model Evolution",
    "category": "Base120 Mental Models",
    "desc": "Extensible custom transformations and mental model operator composer."
  },
  {
    "subdomain": "primitives",
    "name": "Repo Governance Primitives",
    "category": "Core Governance",
    "desc": "Canonical 4-primitive repo governance standard (README, LICENSE, VERSION, AGENTS)."
  },
  {
    "subdomain": "theory",
    "name": "Theoretical Foundations Hub",
    "category": "Research & Theory",
    "desc": "Kleinian geometry, Ashby cybernetics, and sovereign agent mathematical theory."
  },
  {
    "subdomain": "strategy",
    "name": "Strategic Positioning & Charter",
    "category": "Economics & Strategy",
    "desc": "Substrate thesis, market lane assessments, and operator charter."
  },
  {
    "subdomain": "media",
    "name": "Media Production Studio",
    "category": "Media & Production",
    "desc": "5-stage creative lifecycle, production profiles, and deterministic asset staging."
  },
  {
    "subdomain": "learning",
    "name": "Client AI Adoption Studio",
    "category": "Economics & Strategy",
    "desc": "6-competency framework, role-based learning paths, and adoption diagnostic."
  }
]