{
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      "occurred_at": "2026-09-14 03:20:06.456435+00",
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      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
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      "from_value": "unverified",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "neutral",
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      "subject_kind": "check",
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      "from_code": "supplychain.malware_inconclusive",
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      "materiality": "security",
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      "source": "scan",
      "summary": "Malware scan (unverified → pass)",
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      "from_value": "unverified",
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      "materiality": "security",
      "direction": "neutral",
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    {
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      "from_code": "supplychain.malware_clean",
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      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
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      "occurred_at": "2026-08-14 00:12:04.421153+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Malware scan (pass → unverified)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019ffd9c-91eb-7a9a-912d-a72a25b14f7e"
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    {
      "id": "chg_019ff872-b4de-7e13-99d7-9cbab238fb23",
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      "family": "supplychain-malware",
      "subject_kind": "check",
      "subject": "supplychain-malware",
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      "from_code": "supplychain.malware_inconclusive",
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      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
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      "occurred_at": "2026-08-13 00:08:14.755444+00",
      "observed_since": "2026-08-12",
      "source": "scan",
      "summary": "Malware scan (unverified → pass)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019ff872-b4de-7e13-99d7-9cbab238fb23"
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    {
      "id": "chg_019fdeb6-b434-784b-8f7c-d6e444d07481",
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      "family": "supplychain-malware",
      "subject_kind": "check",
      "subject": "supplychain-malware",
      "subject_child": "",
      "from_code": "supplychain.malware_clean",
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      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
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        "reason": "vendor_no_verdict"
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      "occurred_on": "2026-08-08",
      "occurred_at": "2026-08-08 00:12:23.45241+00",
      "observed_since": "2026-08-07",
      "source": "scan",
      "summary": "Malware scan (pass → unverified)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fdeb6-b434-784b-8f7c-d6e444d07481"
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      "id": "chg_019fcf40-f76d-7eb9-9dd6-6cc4771d6770",
      "kind": "check.reverified",
      "family": "supplychain-malware",
      "subject_kind": "check",
      "subject": "supplychain-malware",
      "subject_child": "",
      "from_code": "supplychain.malware_inconclusive",
      "to_code": "supplychain.malware_clean",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-05",
      "occurred_at": "2026-08-05 00:09:29.177886+00",
      "observed_since": "2026-08-04",
      "source": "scan",
      "summary": "Malware scan (unverified → pass)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fcf40-f76d-7eb9-9dd6-6cc4771d6770"
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    {
      "id": "chg_019fca9f-9c38-7bd0-a320-702b665c7ca6",
      "kind": "check.unverifiable",
      "family": "supplychain-malware",
      "subject_kind": "check",
      "subject": "supplychain-malware",
      "subject_child": "",
      "from_code": "supplychain.malware_clean",
      "to_code": "supplychain.malware_inconclusive",
      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 02:34:45.675738+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Malware scan (pass → unverified)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fca9f-9c38-7bd0-a320-702b665c7ca6"
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      "id": "chg_019fca9f-9c39-72df-a2b2-931a69293120",
      "kind": "check.reverified",
      "family": "vulnerabilities",
      "subject_kind": "check",
      "subject": "vulnerabilities",
      "subject_child": "",
      "from_code": "cve.inconclusive",
      "to_code": "cve.none",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {
        "seen": "29",
        "assessed": "30",
        "resolved": "29",
        "tree_source": "registry",
        "tree_status": "resolved"
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 02:34:45.675738+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Known CVEs (unverified → pass)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fca9f-9c39-72df-a2b2-931a69293120"
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      "id": "chg_019fc712-7849-7c5d-9212-b5a2797a10b8",
      "kind": "check.unverifiable",
      "family": "vulnerabilities",
      "subject_kind": "check",
      "subject": "vulnerabilities",
      "subject_child": "",
      "from_code": "cve.none",
      "to_code": "cve.inconclusive",
      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "reason": "resolver_unavailable"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 10:01:44.249923+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Known CVEs (pass → unverified)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fc712-7849-7c5d-9212-b5a2797a10b8"
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      "id": "chg_019fb596-455a-7908-8b93-7ca9f471b7d9",
      "kind": "check.unverifiable",
      "family": "supplychain-malware",
      "subject_kind": "check",
      "subject": "supplychain-malware",
      "subject_child": "",
      "from_code": "supplychain.malware_clean",
      "to_code": "supplychain.malware_inconclusive",
      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-31",
      "occurred_at": "2026-07-31 00:32:32.073973+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Malware scan (pass → unverified)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fb596-455a-7908-8b93-7ca9f471b7d9"
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      "id": "chg_019fae5b-2647-7a5a-8564-42b97b73b0a9",
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      "family": "build-provenance",
      "subject_kind": "check",
      "subject": "build-provenance",
      "subject_child": "",
      "from_code": "provenance.inconclusive",
      "to_code": "provenance.none",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:50:36.977614+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Provenance (unverified → fail)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fae5b-2647-7a5a-8564-42b97b73b0a9"
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      "id": "chg_019fae5b-2649-76f9-afed-dff18a9f1b47",
      "kind": "check.reverified",
      "family": "vulnerabilities",
      "subject_kind": "check",
      "subject": "vulnerabilities",
      "subject_child": "",
      "from_code": "cve.inconclusive",
      "to_code": "cve.none",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {
        "seen": "29",
        "assessed": "30",
        "resolved": "29",
        "tree_source": "registry",
        "tree_status": "resolved"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:50:36.977614+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Known CVEs (unverified → pass)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fae5b-2649-76f9-afed-dff18a9f1b47"
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      "id": "chg_019fae5b-264a-7d05-8c70-e9b495c34d3c",
      "kind": "check.reverified",
      "family": "install-scripts",
      "subject_kind": "check",
      "subject": "install-scripts",
      "subject_child": "",
      "from_code": "installscript.inconclusive",
      "to_code": "installscript.allowlisted",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {
        "hook": "build_backend",
        "tier": "allowlisted",
        "tool": "hatchling.build",
        "hooks": "build_backend"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:50:36.977614+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Install scripts (unverified → pass)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fae5b-264a-7d05-8c70-e9b495c34d3c"
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    {
      "id": "chg_019fae5b-264b-78a0-90c6-329da18f114f",
      "kind": "installscript.hooks_changed",
      "family": "install-scripts",
      "subject_kind": "package",
      "subject": "hooks",
      "subject_child": "",
      "from_code": "installscript.inconclusive",
      "to_code": "installscript.allowlisted",
      "from_value": null,
      "to_value": "build_backend",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "to": "build_backend",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:50:36.977614+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "The scripts that run when this package is installed changed (build_backend)",
      "link": "https://verifymcp.io/servers/csoai-org-marketing-analytics-ai-mcp/marketing-analytics-ai-mcp#chg-chg_019fae5b-264b-78a0-90c6-329da18f114f"
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      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 2
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    {
      "date": "2026-09-15",
      "total": 37,
      "delta": 15,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
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    {
      "date": "2026-09-14",
      "total": 22,
      "delta": -15,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
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    {
      "date": "2026-08-26",
      "total": 37,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
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    {
      "date": "2026-08-21",
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