[
  {
    "concept_id": "C_GRAPH_UNIVERSE_PRIMARY",
    "category": "universe",
    "description": "Graph (ontology) is primary; code is a projection",
    "must_include_any": [
      "ontology as source of truth",
      "projection engine",
      "Σ → code",
      "graph-driven",
      "code generated from ontology",
      "KNHK",
      "knowledge kernel",
      "A = μ(O)"
    ],
    "boost_if_present": [
      "ontology-first",
      "graph primary",
      "projection model",
      "doctrine",
      "ground truth"
    ],
    "exclude": [
      "anti-pattern",
      "don't use",
      "deprecated"
    ],
    "base_weight": 0.85
  },
  {
    "concept_id": "C_CODE_AS_PROJECTION",
    "category": "universe",
    "description": "Code is treated as a derived surface, not authorial input",
    "must_include_any": [
      "generated code",
      "projection",
      "view",
      "no direct edits",
      "do not edit by hand",
      "derived",
      "surface"
    ],
    "boost_if_present": [
      "immutable",
      "read-only",
      "auto-generated",
      "from ontology",
      "projection profile"
    ],
    "exclude": [
      "manual edit",
      "hand-written"
    ],
    "base_weight": 0.8
  },
  {
    "concept_id": "C_RECEIPTS_AND_PROOFS",
    "category": "universe",
    "description": "Each action leaves a receipt with timing, evidence, and hash linkage",
    "must_include_any": [
      "receipt",
      "Ed25519",
      "hash",
      "proof",
      "audit trail",
      "Γ",
      "attestation",
      "hash(A) = hash(μ(O))"
    ],
    "boost_if_present": [
      "proof-carrying",
      "verifiable",
      "signature",
      "chain",
      "merkle"
    ],
    "exclude": [
      "mock",
      "stub"
    ],
    "base_weight": 0.82
  },
  {
    "concept_id": "C_MU_KERNEL_PHYSICS",
    "category": "kernel",
    "description": "μ-kernel defines allowed operations and their timing bounds",
    "must_include_any": [
      "μ-kernel",
      "mu-kernel",
      "ISA",
      "instruction set",
      "patterns.rs",
      "timing bound",
      "cycle-accurate"
    ],
    "boost_if_present": [
      "CHATMAN_CONSTANT",
      "<= 8 ticks",
      "rdtsc",
      "timing.rs",
      "operation set"
    ],
    "exclude": [
      "mock",
      "example-only"
    ],
    "base_weight": 0.9
  },
  {
    "concept_id": "C_TIMING_BOUNDS_ENFORCED",
    "category": "kernel",
    "description": "Timing constraints are enforced in code, tests, and docs",
    "must_include_any": [
      "<= 8 ticks",
      "Chatman constant",
      "CHATMAN_CONSTANT",
      "performance harness",
      "timing bound",
      "cycle-accurate"
    ],
    "boost_if_present": [
      "RDTSC",
      "nanosecond",
      "sub-microsecond",
      "hardware timer",
      "deterministic timing"
    ],
    "exclude": [
      "approximate",
      "rough"
    ],
    "base_weight": 0.88
  },
  {
    "concept_id": "C_KNHK_GRAPH_PRIMARY",
    "category": "knowledge",
    "description": "Knowledge graph (KNHK) as ground truth, workflows as projections",
    "must_include_any": [
      "KNHK",
      "Kinetic Knowledge Hypergraph",
      "ontology is law",
      "Σ is primary",
      "projections",
      "workflow as view",
      "knowledge hypergraph"
    ],
    "boost_if_present": [
      "kinetic",
      "hypergraph",
      "knowledge kernel",
      "ground truth",
      "source of truth"
    ],
    "exclude": [
      "deprecated",
      "legacy"
    ],
    "base_weight": 0.85
  },
  {
    "concept_id": "C_DFLSS_FLOW",
    "category": "knowledge",
    "description": "Design for Lean Six Sigma as agent-only closed-world optimization flow",
    "must_include_any": [
      "DFLSS",
      "Design for Lean Six Sigma",
      "DMEDI",
      "closed-world optimization"
    ],
    "boost_if_present": [
      "agent pipeline",
      "autonomic",
      "define-measure-explore-develop-implement",
      "DFLSS pipeline",
      "optimization loop"
    ],
    "exclude": [
      "DFSS",
      "manual"
    ],
    "base_weight": 0.75
  },
  {
    "concept_id": "C_AHI_GOVERNANCE",
    "category": "knowledge",
    "description": "Autonomic Hyper Intelligence managing ΔΣ + policy from receipts",
    "must_include_any": [
      "AHI",
      "autonomic hyper intelligence",
      "MAPE-K",
      "policy adapter",
      "ΔΣ application logic",
      "autonomic"
    ],
    "boost_if_present": [
      "monitor-analyze-plan-execute",
      "knowledge loop",
      "adaptive policy",
      "receipt-driven",
      "ontology proposal"
    ],
    "exclude": [
      "mock",
      "hypothetical"
    ],
    "base_weight": 0.8
  },
  {
    "concept_id": "C_CTT_12_PHASE_VERIFICATION",
    "category": "verification",
    "description": "Chicago TDD Tools as multi-phase verification pipeline derived from invariants",
    "must_include_any": [
      "Chicago TDD",
      "Chicago TDD Tools",
      "12 phases",
      "CTT",
      "Contract",
      "Thermal",
      "Effects",
      "State Machine",
      "Receipt",
      "Governance"
    ],
    "boost_if_present": [
      "verification pipeline",
      "A = μ(O)",
      "12-phase",
      "phase verification",
      "enforcement"
    ],
    "exclude": [
      "partial",
      "incomplete"
    ],
    "base_weight": 0.87
  },
  {
    "concept_id": "C_CLNRM_HERMETIC_TESTING",
    "category": "verification",
    "description": "clnrm provides hermetic container tests with OpenTelemetry + Weaver",
    "must_include_any": [
      "clnrm",
      "cleanroom",
      "hermeticity",
      "hermetic",
      "Weaver",
      "OTEL",
      "OpenTelemetry"
    ],
    "boost_if_present": [
      "live-check",
      "span graph",
      "TOML configuration",
      "no external services",
      "container test"
    ],
    "exclude": [
      "mock",
      "integration test"
    ],
    "base_weight": 0.83
  },
  {
    "concept_id": "C_CNV_AGENT_CLI",
    "category": "interface",
    "description": "clap-noun-verb (CNV) as agent-grade capability surface, not a human CLI",
    "must_include_any": [
      "clap-noun-verb",
      "CNV",
      "capability contract",
      "tenant",
      "agent ID",
      "resource quotas",
      "attestation"
    ],
    "boost_if_present": [
      "swarm-native",
      "streaming session",
      "stable capability",
      "trillion-agent",
      "capability stream"
    ],
    "exclude": [
      "human CLI",
      "interactive"
    ],
    "base_weight": 0.81
  },
  {
    "concept_id": "C_NOMRG_GRAPH_OVERLAY",
    "category": "interface",
    "description": "nomrg removes textual merges; only graph overlays with proofs exist",
    "must_include_any": [
      "nomrg",
      "no merge",
      "no-merge",
      "graph overlay",
      "overlay",
      "conflict-free"
    ],
    "boost_if_present": [
      "CRDT",
      "replicated graph",
      "ΔΣ algebra",
      "overlay algebra",
      "text-diff free"
    ],
    "exclude": [
      "text merge",
      "diff-based"
    ],
    "base_weight": 0.78
  },
  {
    "concept_id": "C_GGEN_PROJECTION_ENGINE",
    "category": "interface",
    "description": "ggen as general projection engine: Σ + Q → code/tests/CLIs/config",
    "must_include_any": [
      "ggen",
      "graph generator",
      "projection profile",
      "Σ* binary",
      "code projection",
      "test projection"
    ],
    "boost_if_present": [
      "projection engine",
      "ontology-driven code",
      "universal generator",
      "multi-language",
      "multi-artifact"
    ],
    "exclude": [
      "one-off",
      "special-purpose"
    ],
    "base_weight": 0.85
  },
  {
    "concept_id": "C_UNIVERSE_PROJECTION_AXIOM",
    "category": "universe",
    "description": "Core axiom: code is always and only a projection of graph/ontology via μ",
    "must_include_any": [
      "A = μ(O)",
      "projection axiom",
      "code is derived",
      "from ontology",
      "μ maps ontology"
    ],
    "boost_if_present": [
      "immutable",
      "deterministic",
      "verifiable",
      "one-way",
      "irreversible"
    ],
    "exclude": [
      "bidirectional",
      "manual sync"
    ],
    "base_weight": 0.92
  },
  {
    "concept_id": "C_RECEIPT_CHAIN_VERIFICATION",
    "category": "verification",
    "description": "Receipts form an immutable chain proving every action and policy decision",
    "must_include_any": [
      "receipt chain",
      "immutable receipt",
      "proof chain",
      "audit trail",
      "Ed25519"
    ],
    "boost_if_present": [
      "merkle",
      "hash chain",
      "signature verification",
      "provenance",
      "tamper-proof"
    ],
    "exclude": [
      "mutable",
      "erasable"
    ],
    "base_weight": 0.84
  },
  {
    "concept_id": "C_AGENTS_ONLY_ARCHITECTURE",
    "category": "universe",
    "description": "No human roles, no human decision loops; all systems are agent-driven",
    "must_include_any": [
      "agent-only",
      "no humans",
      "autonomous",
      "swarm",
      "agent-driven",
      "agent system"
    ],
    "boost_if_present": [
      "trillion agents",
      "distributed agents",
      "multi-agent",
      "hive mind",
      "decentralized"
    ],
    "exclude": [
      "manual",
      "human approval",
      "human-in-loop"
    ],
    "base_weight": 0.79
  },
  {
    "concept_id": "C_INVARIANT_ENFORCEMENT",
    "category": "verification",
    "description": "Invariants (from ontology) enforced by CTT pipeline at runtime and build time",
    "must_include_any": [
      "invariant",
      "enforcement",
      "CTT",
      "verified",
      "constraint"
    ],
    "boost_if_present": [
      "contract",
      "precondition",
      "postcondition",
      "state machine",
      "property"
    ],
    "exclude": [
      "advisory",
      "guideline"
    ],
    "base_weight": 0.82
  }
]
