{
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      "detail": "Declared package-script name: build. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 11,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "fdc289ad9c56f226be30bef5",
      "category": "operations",
      "label": "Run route: test",
      "detail": "Declared package-script name: test. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 12,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "59f36e48d4fed8fbc28de70d",
      "category": "operations",
      "label": "Run route: test:monitoring-browser",
      "detail": "Declared package-script name: test:monitoring-browser. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 13,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "17a601b7fd04e5c84031f6f7",
      "category": "operations",
      "label": "Run route: import",
      "detail": "Declared package-script name: import. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 14,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "65077cec5b6379181364d627",
      "category": "operations",
      "label": "Run route: geometry",
      "detail": "Declared package-script name: geometry. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 15,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "eed50c71eefa2e2838fb9d7e",
      "category": "operations",
      "label": "Run route: test:e2e",
      "detail": "Declared package-script name: test:e2e. Confirm the package manager before running; command body omitted.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/package.json",
          "line": 16,
          "kind": "declared-config"
        }
      ]
    },
    {
      "id": "84fdf856bed3615f3189685a",
      "category": "data",
      "label": "Table reference: atlas.members",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 19,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "2376184228514bfdc794d6bb",
      "category": "data",
      "label": "Table reference: atlas.members",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 20,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "9be9f77e4e68abc3d4f395af",
      "category": "data",
      "label": "Table reference: atlas.releases",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 28,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f0324852926126b9054ad097",
      "category": "data",
      "label": "Table reference: atlas.publication",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 33,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "e3d2f32a2cee53beb5c4ddf5",
      "category": "data",
      "label": "Table reference: atlas.publication_audit",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 36,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "2e1f9d9f9514cceadc9a1e42",
      "category": "data",
      "label": "Table reference: atlas.documents",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 39,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "20fd4038a45a3258dc165df7",
      "category": "data",
      "label": "Table reference: atlas.research",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 43,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "aaef5eb57c751fe68fbbc94a",
      "category": "data",
      "label": "Table reference: atlas.plans",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 52,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1c153c6e21756796b9a0036a",
      "category": "data",
      "label": "Table reference: atlas.plan_versions",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 58,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "110723417bc4ca22e4a1eb20",
      "category": "data",
      "label": "Table reference: atlas.releases",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 65,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "b360dd0cac9bdb6d85310d4d",
      "category": "data",
      "label": "Table reference: atlas.publication",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 66,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c0689b705e48b52d774b8d96",
      "category": "data",
      "label": "Table reference: atlas.publication_audit",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 67,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "bf6ceae44cb1bec2082f1ae3",
      "category": "data",
      "label": "Table reference: atlas.documents",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 68,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d180d2ad2276c06ea9bce464",
      "category": "data",
      "label": "Table reference: atlas.research",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 69,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "5ea04e83d06211bf41dd06b2",
      "category": "data",
      "label": "Table reference: atlas.plans",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 70,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "fcd5ef29395e1962bcc45a25",
      "category": "data",
      "label": "Table reference: atlas.plan_versions",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926103902_atlas_private_schema.sql",
          "line": 71,
          "kind": "observed-code"
        }
      ]
    },
    {
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      "label": "Row-security declaration",
      "detail": "DDL references row-level security. This does not establish deployed policies, role coverage or effective authorization.",
      "confidence": "inferred",
      "evidence": [
        {
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          "line": 20,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1d930ab0e0f1356e83299f84",
      "category": "data",
      "label": "Table reference: atlas_admin.migration_history",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260926133212_atlas_remote_roles.sql",
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      ]
    },
    {
      "id": "55707950f3c1ed91b84a0241",
      "category": "data",
      "label": "Table reference: atlas.planning_settings",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
          "line": 2,
          "kind": "observed-code"
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      ]
    },
    {
      "id": "91b246eaeec01fde29d0b11d",
      "category": "data",
      "label": "Table reference: atlas.planning_settings",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
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          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "a6027461bf3ce42042be8b54",
      "category": "data",
      "label": "Table reference: atlas.client_plans",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
          "line": 16,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1d27d42dd087f509cf1484e0",
      "category": "data",
      "label": "Table reference: atlas.client_plan_versions",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
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          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1f2dc2d2c820039cbdfe1f34",
      "category": "data",
      "label": "Table reference: atlas.client_plans",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
          "line": 30,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "bed047929cb0d72ebf00bc6a",
      "category": "data",
      "label": "Table reference: atlas.client_plan_versions",
      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
        {
          "path": "apps/atlas/supabase/migrations/20260927150519_client_planning.sql",
          "line": 31,
          "kind": "observed-code"
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      ]
    },
    {
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      "category": "access",
      "label": "Row-security declaration",
      "detail": "DDL references row-level security. This does not establish deployed policies, role coverage or effective authorization.",
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      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "label": "API-key or authorization header",
      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
      "id": "0684c89bfa23bddd19ef4ac5",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
      "id": "832015f703b3a1d38921368b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "category": "apis",
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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      ]
    },
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      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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      ]
    },
    {
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      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "line": 20,
          "kind": "observed-code"
        }
      ]
    },
    {
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "category": "schedules",
      "label": "Trigger candidate: event",
      "detail": "Source-declared event value: atlas_request. Parent job and activation need confirmation.",
      "confidence": "inferred",
      "evidence": [
        {
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          "kind": "observed-code"
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      ]
    },
    {
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      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "detail": "Schema DDL reference. No rows, column defaults, credentials or SQL bodies retained; applied state, ownership and access remain unknown.",
      "confidence": "direct",
      "evidence": [
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      ]
    },
    {
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      "category": "schedules",
      "label": "Trigger candidate: event",
      "detail": "Source-declared event value: atlas_request. Parent job and activation need confirmation.",
      "confidence": "inferred",
      "evidence": [
        {
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          "kind": "observed-code"
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      ]
    },
    {
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      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
        }
      ]
    },
    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
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          "kind": "observed-code"
        }
      ]
    },
    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
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          "kind": "observed-code"
        }
      ]
    },
    {
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      "category": "apis",
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "kind": "observed-code"
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      ]
    },
    {
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      "category": "apis",
      "label": "Write-call candidate: delete",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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          "line": 490,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f2635d79d157c6f51c007535",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/server/planning.ts",
          "line": 550,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "5d17ad2c31bad264c6b48e0c",
      "category": "access",
      "label": "API-key or authorization header",
      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/src/api.ts",
          "line": 59,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1af11bc97b821403d67c26a3",
      "category": "apis",
      "label": "Write-call candidate: delete",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/src/client-summary.ts",
          "line": 31,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "fa416907505abd31ad854996",
      "category": "operations",
      "label": "Logic pointer: ThresholdInputs",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/src/ClientWorkspace.tsx",
          "line": 85,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "71f2995e060de48553dd618f",
      "category": "apis",
      "label": "Write-call candidate: remove",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/src/MapView.tsx",
          "line": 360,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "895a15fd8c2dbe723a1820f0",
      "category": "access",
      "label": "Login allowlist",
      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "apps/atlas/src/monitoring/privacy.ts",
          "line": 143,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "061d4d6d445a4d6997c2c5a0",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_pa_report.py",
          "line": 19,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "ddee87cfd1ca23b3f16067ab",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_pa_report.py",
          "line": 140,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d8ecaa596afee42623e20721",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_pa_report.py",
          "line": 162,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7379a111ca20a4f741039c2e",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_pa_report.py",
          "line": 163,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "071de74a5b19714f0f5f3f44",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_release_manifest.py",
          "line": 13,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "0f90ea42d88f7536dd9b70d0",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/build_release_manifest.py",
          "line": 41,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "63799cb2e4cb21b453c7c44d",
      "category": "access",
      "label": "API-key or authorization header",
      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/scripts/provenance.py",
          "line": 128,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "189658de9755405c7dc95d5d",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/tests/test_provenance.py",
          "line": 80,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "e78c21494ec22bbfc92d3fb0",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/tests/test_provenance.py",
          "line": 82,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "4359d2a7661a50f7c16db764",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/tests/test_provenance.py",
          "line": 92,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "977f59bbc9367d72feaffb91",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "research/archive/context-hygiene-001-tooling/tests/test_state_insurance.py",
          "line": 104,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d52f7498c52524a81650b6ac",
      "category": "access",
      "label": "API-key or authorization header",
      "detail": "Source signal only. Review enforcement, caller identity, scopes and bypass paths; no hosted-access conclusion is inferred.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_atlas_population.py",
          "line": 3,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "481452549c7033ea9b401859",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_atlas_support.py",
          "line": 20,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1aeb876fead16db989aaa47e",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_acs.py",
          "line": 75,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "0575ee3010bebd006f136a31",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_acs.py",
          "line": 82,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "59c527c40ccaa5f8aa14cb84",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_acs.py",
          "line": 84,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "a8a865836607fef5f03bbc8f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_acs.py",
          "line": 86,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f2ae1eae34939a09843a2582",
      "category": "operations",
      "label": "Logic pointer: classify_response",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_acs.py",
          "line": 49,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1cde2c637d96387a3074c74e",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_observations.py",
          "line": 10,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "e312bdf4f619062bac7d04c3",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_illinois_observations.py",
          "line": 48,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "b8bbc80698e3eee4b8bb69e6",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_national_foundation.py",
          "line": 13,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d40cd5a3eb0580cd80d94500",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_national_foundation.py",
          "line": 86,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7547e905d40db94670b21e9d",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_national_foundation.py",
          "line": 88,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "239874ca5953be710e03ff0b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_national_foundation.py",
          "line": 114,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "6357f5922afd7da7673ab865",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_national_foundation.py",
          "line": 118,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7a62f71f3a7573c33e723d16",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
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          "line": 10,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1c04bc47492e339e8797e7ec",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_state_insurance.py",
          "line": 48,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "153aa7a23583100931f970e5",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_state_insurance.py",
          "line": 50,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "2916e580662bc2f23494528c",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_state_research.py",
          "line": 31,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c21014fcdd47b113b6627f64",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/acquire_state_research.py",
          "line": 33,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1a266455d0992e7532b05807",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/analyze_illinois_structure.py",
          "line": 13,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c45f1f243a7dc21e553b37b5",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/analyze_illinois_structure.py",
          "line": 184,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c3700ca356feea6f02b43c53",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/analyze_illinois_structure.py",
          "line": 224,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "b8de203e4872c9ef702cf7fe",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/audit_illinois_inputs.py",
          "line": 22,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "e8c16148033acc2145945654",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/audit_national_foundation.py",
          "line": 14,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "978e76f12daa383f6f71cb5f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/audit_national_foundation.py",
          "line": 215,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "0b838479d1046b753539b1d3",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_atlas_data.py",
          "line": 14,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "9c282314d9dd86c5b6a28c09",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_atlas_manifest.py",
          "line": 16,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "374a288df3f456b9c0bbf443",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_geo_profiles.py",
          "line": 12,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d13f63caa025d83ebb2a3d44",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_geo_profiles.py",
          "line": 89,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "038734d58bdf128d1d01e500",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_geo_profiles.py",
          "line": 204,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "76fe0e6b8fac103f2c2fe891",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_geo_profiles.py",
          "line": 265,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "00a4ffdf7ce3350331d7c19b",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_illinois_ads_bridge.py",
          "line": 11,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "6745aeb876b81dd08d32ed4f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_illinois_ads_bridge.py",
          "line": 109,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "3f78686a946af261d9a77cfd",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_illinois_ads_bridge.py",
          "line": 112,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c6c391db1542328875d9a5a3",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_illinois_ads_bridge.py",
          "line": 118,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "ab4432abae5f4b0614b9b305",
      "category": "operations",
      "label": "Logic pointer: normalized_name",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_illinois_ads_bridge.py",
          "line": 46,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "78681d43eddddadd8c9e3c16",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_followups.py",
          "line": 11,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "5c83615ff9b0fb6f4d6ea38f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_followups.py",
          "line": 54,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "2bc1285abb1f52570e0e5cf0",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_profiles.py",
          "line": 8,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "45598edd29e82f4dfde4799a",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_profiles.py",
          "line": 40,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "b2fe5215a0c29fda9be40da5",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_reports.py",
          "line": 11,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "07f3246fc22beab48e74874b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_reports.py",
          "line": 82,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d404444670db800aa7b2bf51",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_reports.py",
          "line": 95,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "4f528ffb760c4b8d1825e7b2",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_reports.py",
          "line": 224,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "1a3d13f74efd0b011e0e8c7f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_reports.py",
          "line": 228,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f7b655284853d7bd88ae6bdb",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_structure.py",
          "line": 9,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7d8a1811fbffbf3814699a4b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_structure.py",
          "line": 109,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f542fdf355a225641642bd58",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_structure.py",
          "line": 167,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "023cad4f7d62db592b3d47ea",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_national_structure.py",
          "line": 175,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "14e6b9398acabf31944d4421",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_pa_report.py",
          "line": 19,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "6f6c8abd94c24237677af8a5",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_pa_report.py",
          "line": 138,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "6f1931b2465d1c83c3ade0c5",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_pa_report.py",
          "line": 160,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "09302e4726f63e91ef9416d7",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_pa_report.py",
          "line": 161,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "8641aa840cc64605c152dbc8",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_release_manifest.py",
          "line": 20,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "9ee1445882a4184f32883e6e",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_release_manifest.py",
          "line": 117,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "59e33d65f86db31506635512",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_insurance.py",
          "line": 12,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "8b2426b6d1294328d71e6dd6",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_insurance.py",
          "line": 28,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "232211fefb8e82e9989f77a7",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_insurance.py",
          "line": 81,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "c4962e7a49e8bda80bb22590",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_insurance.py",
          "line": 149,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "3dfa72521d5ef30455d83aa8",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_insurance.py",
          "line": 206,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "a6eab6a20431ca540ca279a4",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/build_state_research.py",
          "line": 133,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "218f2996af7dae0dc8b6e042",
      "category": "operations",
      "label": "Logic pointer: audience_eligible",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/check_campaign_layout.py",
          "line": 68,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "9ccffdd8d0a07f4e1f9452c8",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/geo_profile_rules.py",
          "line": 141,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "955bfb5040f64de80e9780f9",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/geo_profile_rules.py",
          "line": 143,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "125cabe886fd7f0cda04f965",
      "category": "operations",
      "label": "Logic pointer: classify",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/geo_profile_rules.py",
          "line": 34,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d845d70a559811ed313c9028",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_acs.py",
          "line": 23,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "74b2aa82acfdfb63460679bd",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_acs.py",
          "line": 99,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f164ef1635567051a208a8bf",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_acs.py",
          "line": 169,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7c07d2ae2bbaa74aee2027dd",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 14,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "52ba422baa5b11963939b3a4",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 39,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7e3daf7b021c812bffa3da37",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 45,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "887228372fa87e6971ce1e94",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 216,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "7e79890df2f0014e2998bd0f",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 299,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "281744c2ba7983bccf3407a0",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 344,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "be718b9e61bb72c291300c08",
      "category": "operations",
      "label": "Logic pointer: calculate",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/prepare_illinois_observations.py",
          "line": 193,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "9632b46ba26c8a553091a3e9",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/query_geo_profiles.py",
          "line": 8,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "d29253964c9f783128aa7366",
      "category": "apis",
      "label": "Write-call candidate: insert",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/validate_current_release.py",
          "line": 16,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "345f5869ae3bb685016f64c2",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/validate_current_release.py",
          "line": 105,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "3da2c37fd5a1bbf892ea579b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "scripts/validate_current_release.py",
          "line": 216,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "8a5cbf5487d24230aaa8d61a",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_illinois_structure.py",
          "line": 28,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "f702c3ba86e5c14950632561",
      "category": "operations",
      "label": "Logic pointer: test_real_geography_no_population_allocation",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_illinois_structure.py",
          "line": 94,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "2e19676d51e1f9fb6c1c79b5",
      "category": "operations",
      "label": "Logic pointer: test_context_is_limited_and_does_not_classify_by_postal_code",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_illinois_structure.py",
          "line": 126,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "deb10420e8c948fee9cef743",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_national_audit.py",
          "line": 22,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "46b8580936c8720883feeb6b",
      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_national_audit.py",
          "line": 44,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "4f7aab5ab62cd871c703956b",
      "category": "operations",
      "label": "Logic pointer: test_raw_recalculation_negative_radicand_and_zero_denominator",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_national_audit.py",
          "line": 16,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "b6d318c1e181666a988180e9",
      "category": "operations",
      "label": "Logic pointer: test_native_threshold_not_rounded_and_context_overrides_retained",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
        {
          "path": "tests/test_national_audit.py",
          "line": 48,
          "kind": "observed-code"
        }
      ]
    },
    {
      "id": "84f76f4bd69e4ed7d6930459",
      "category": "operations",
      "label": "Logic pointer: test_native_lowercase_normalized",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
      "evidence": [
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
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      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
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      "category": "apis",
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      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
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          "line": 82,
          "kind": "observed-code"
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    },
    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
      "evidence": [
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    },
    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
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          "kind": "observed-code"
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    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
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          "kind": "observed-code"
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    {
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      "category": "apis",
      "label": "Write-call candidate: update",
      "detail": "Method-name signal only; this may be a local collection or optional path. Review the receiver, destination, payload and guard before classifying an external write.",
      "confidence": "inferred",
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          "line": 104,
          "kind": "observed-code"
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      "category": "operations",
      "label": "Logic pointer: normalized",
      "detail": "Function-name candidate for domain logic. Inspect this source location for meaning; formulas, thresholds and function bodies are not copied.",
      "confidence": "inferred",
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          "line": 181,
          "kind": "observed-code"
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    "eligible": 150,
    "inspected": 150,
    "skipped": 2060,
    "failed": 0,
    "bytes": 1293564,
    "treeTruncated": false,
    "limited": false
  },
  "gaps": [
    "Static inspection does not verify runtime health, current use, provisioning, live schedules, service account access or deployed/source alignment.",
    "Only bounded source/configuration files are inspected. Secret files, data exports, binaries, history and raw source text are excluded from results.",
    "Unknown or dynamically constructed integrations and configuration names may not be detected. Human review is still needed.",
    "Deep scan: more source and candidate detectors, with an adjacent versioned receipt. Candidate calls and tracking matches still require interpretation."
  ],
  "changes": {
    "previousSha": "641b3f95f4b8f0a2e136d4e83abd32c1a3721e45",
    "added": 52,
    "removed": 6
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}