{
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      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
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      "occurred_at": "2026-08-03 00:18:20.133775+00",
      "observed_since": "2026-08-02",
      "source": "scan",
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      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fc4fc-5979-76ce-9bf6-b38340aa90b0"
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    {
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      "occurred_at": "2026-08-03 00:18:20.133775+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fc4fc-597a-769f-b9d2-a2f3cc41a3a8"
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    {
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      "occurred_at": "2026-08-03 00:18:20.133775+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fc4fc-597a-7101-bf2c-215e69e4600d"
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    {
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      "occurred_at": "2026-08-03 00:18:20.133775+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fc4fc-5979-7b4b-a98e-c591e08da82c"
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    {
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      "occurred_at": "2026-08-02 00:10:28.665905+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fbfce-cbcd-7c4d-a044-18aeb0178b25"
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    {
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      "subject_kind": "server",
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      "occurred_at": "2026-08-02 00:10:28.665905+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fbfce-cbce-7b05-922e-41285c2b64c0"
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    {
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      "subject_kind": "tool",
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      "occurred_at": "2026-08-02 00:10:28.665905+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fbfce-cbce-75d9-96b7-b064b3c2fa71"
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      "id": "chg_019fbfce-cbce-7173-b012-f84ab9724f60",
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      "occurred_at": "2026-08-02 00:10:28.665905+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fbfce-cbce-7173-b012-f84ab9724f60"
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    {
      "id": "chg_019fbfce-cbcc-7e97-86d8-5eb16a7300bc",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 00:10:28.665905+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fbfce-cbcc-7e97-86d8-5eb16a7300bc"
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    {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e169-7350-a136-e1c88c74f4bf"
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    {
      "id": "chg_019fb043-e167-7874-9bcf-e7c5ce523cbf",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e167-7874-9bcf-e7c5ce523cbf"
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    {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e167-7153-bda5-02d6eb2eb6f8"
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    {
      "id": "chg_019fb043-e166-7a8c-96d3-9324b608d4e7",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e166-7a8c-96d3-9324b608d4e7"
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    {
      "id": "chg_019fb043-e164-7a03-ac54-cbfaded7293b",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
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      "from_code": "auth.none_destructive_unverified",
      "to_code": "auth.none_destructive",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "critical",
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      "detail": {
        "tool": "forget"
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      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e164-7a03-ac54-cbfaded7293b"
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    {
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 23:44:26.447409+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019fb043-e166-723f-9f75-408b861baee0"
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    {
      "id": "chg_019faaa5-d458-77bb-8bd1-0ce49545cb5e",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:33:42.344966+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019faaa5-d458-77bb-8bd1-0ce49545cb5e"
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    {
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      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:33:42.344966+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019faaa5-d45a-72d4-b93f-414e5e768edc"
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      "id": "chg_019faaa5-d459-7afd-918b-2ff1300bd964",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:33:42.344966+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019faaa5-d459-7afd-918b-2ff1300bd964"
    },
    {
      "id": "chg_019faaa5-d459-734e-a0e6-e7f398b52ee6",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:33:42.344966+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019faaa5-d459-734e-a0e6-e7f398b52ee6"
    },
    {
      "id": "chg_019faaa5-d457-7c53-866d-9d4b34f5dfcf",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:33:42.344966+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-xkcd/xkcd-mcp#chg-chg_019faaa5-d457-7c53-866d-9d4b34f5dfcf"
    }
  ],
  "days": [
    {
      "date": "2026-08-04",
      "total": 59,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-08-03",
      "total": 59,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-08-02",
      "total": 58,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-08-01",
      "total": 58,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 17,
        "to": 20,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 5,
          "to_days": 6
        },
        "partial": false,
        "compared_to": "2026-07-31",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-07-31",
      "total": 57,
      "delta": -2,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
    },
    {
      "date": "2026-07-30",
      "total": 59,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
    },
    {
      "date": "2026-07-29",
      "total": 59,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 6
    },
    {
      "date": "2026-07-28",
      "total": 58,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    }
  ]
}