build/system/memory_readiness.json

{
  "compiled_at": "2026-04-21T18:59:51Z",
  "gaps": [
    "typed memory runtime is not yet integrated into the conversational front door",
    "no dedicated benchmark yet for exact recall, temporal recall, and relational expand through the runtime",
    "structural discovery and exact recall remain separate subsystems"
  ],
  "governance_top_candidate": "auto_reuse_prior_tools",
  "next_moves": [
    {
      "id": "frontdoor_memory_queries",
      "why": "route exact and temporal memory questions through the shell before widening to semantic reasoning"
    },
    {
      "id": "memory_runtime_benchmark",
      "why": "measure exact lookup, as-of-time recall, and relational expand as first-class control behavior"
    },
    {
      "id": "reuse_recall_benchmark",
      "why": "measure prior-tool reuse and prior-artifact recall against the PM operator"
    }
  ],
  "one_liner": "Current memory readiness shows strong exact lookup, strong structural discovery, and a live typed ledger runtime, but conversational and benchmark integration are still incomplete.",
  "surfaces": {
    "audit_floor": {
      "freshness_override_accuracy": 1,
      "source": "/Users/jobs/Desktop/bit-vector-tensor-control-policy/runs/benchmark/standalone-control-20260421T175044Z/summary.json",
      "status": "present",
      "unsupported_query_abstention_rate": 1
    },
    "exact_lookup_floor": {
      "mean_us": 0.199,
      "p95_us": 0.25,
      "source": "/Users/jobs/Desktop/data_prep_stage/hot_graph_metrics_matrix.json",
      "status": "present"
    },
    "structural_discovery_floor": {
      "hologram_mean_latency_ms": "18.60 ms",
      "hologram_mrr": "0.8750",
      "hologram_r1": "0.7500",
      "hologram_r5": "1.0000",
      "raw_mean_latency_ms": "3746.87 ms",
      "source": "/Users/jobs/Desktop/data_prep_stage/agentmemory_side_by_side_20260413.md",
      "status": "present"
    },
    "typed_memory_ledger": {
      "law_path": "/Users/jobs/Desktop/bit-vector-tensor-control-policy/policy/typed_memory_ledger_v0.json",
      "query_commands": {
        "exact_lookup": "./bin/bvtctl memory-get <unit_id>",
        "relational_expand": "./bin/bvtctl memory-expand <unit_id>",
        "show": "./bin/bvtctl memory-runtime",
        "temporal_lookup": "./bin/bvtctl memory-as-of <unit_id_or_logical_id> <timestamp>"
      },
      "runtime_path": "/Users/jobs/Desktop/bit-vector-tensor-control-policy/build/system/typed_memory_runtime.json",
      "schema_path": "/Users/jobs/Desktop/bit-vector-tensor-control-policy/schemas/typed_memory_unit_v0.json",
      "status": "present_runtime",
      "unit_count": 33
    }
  }
}