{
  "server": "pipeworx-io-data-lv",
  "component": "data-lv-mcp",
  "generated_at": "2026-08-04T02:37:37.056Z",
  "tracking_since": "2026-07-26",
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    "security": 36,
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    "cosmetic": 0
  },
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      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fca4c-02a3-7d36-91e1-616fd7f3310d"
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    {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 01:03:26.856277+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fca4c-02a3-783d-b5ca-0075adc030fa"
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    {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 01:03:26.856277+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fca4c-02a3-73c3-a6c7-8787098153c4"
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    {
      "id": "chg_019fca4c-02a2-7df1-8873-7967d6ab442c",
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      "detail": {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 01:03:26.856277+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fca4c-02a2-7df1-8873-7967d6ab442c"
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    {
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 01:03:26.856277+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fca4c-02a2-72d3-806b-81efc976f265"
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    {
      "id": "chg_019fc527-fce1-7eeb-b352-a1ced58fa6c3",
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        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 01:05:59.966866+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fc527-fce1-7eeb-b352-a1ced58fa6c3"
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    {
      "id": "chg_019fc527-fce3-725c-8261-960eb9a7f90a",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 01:05:59.966866+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fc527-fce3-725c-8261-960eb9a7f90a"
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    {
      "id": "chg_019fc527-fce4-7f02-bc9f-e08411f0ba68",
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      "subject_kind": "server",
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      "detail": {},
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 01:05:59.966866+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-data-lv/data-lv-mcp#chg-chg_019fc527-fce4-7f02-bc9f-e08411f0ba68"
    },
    {
      "id": "chg_019fc527-fce4-75d0-a12c-f0e4a871a707",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 01:05:59.966866+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-data-lv/data-lv-mcp#chg-chg_019fc527-fce4-75d0-a12c-f0e4a871a707"
    },
    {
      "id": "chg_019fc527-fce4-7029-837b-c96561482628",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 01:05:59.966866+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-data-lv/data-lv-mcp#chg-chg_019fc527-fce4-7029-837b-c96561482628"
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    {
      "id": "chg_019fc000-f9a7-7e2c-b637-3c159b8afca7",
      "kind": "tool.description_changed",
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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": "2026-08-02",
      "occurred_at": "2026-08-02 01:05:17.203967+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-data-lv/data-lv-mcp#chg-chg_019fc000-f9a7-7e2c-b637-3c159b8afca7"
    },
    {
      "id": "chg_019fc000-f9a8-7cff-9fcb-6c499839f064",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:05:17.203967+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-data-lv/data-lv-mcp#chg-chg_019fc000-f9a8-7cff-9fcb-6c499839f064"
    },
    {
      "id": "chg_019fc000-f9a8-78c8-9cc6-45cfd61cdae8",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:05:17.203967+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-data-lv/data-lv-mcp#chg-chg_019fc000-f9a8-78c8-9cc6-45cfd61cdae8"
    },
    {
      "id": "chg_019fc000-f9a8-73a9-8d0c-6f53fdb1b5a5",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:05:17.203967+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-data-lv/data-lv-mcp#chg-chg_019fc000-f9a8-73a9-8d0c-6f53fdb1b5a5"
    },
    {
      "id": "chg_019fc000-f9a7-7271-a82e-0ac08195bbbd",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:05:17.203967+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-data-lv/data-lv-mcp#chg-chg_019fc000-f9a7-7271-a82e-0ac08195bbbd"
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    {
      "id": "chg_019fbada-1109-74a3-b861-9e3b1aba7684",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:04:41.203979+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fbada-1109-74a3-b861-9e3b1aba7684"
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    {
      "id": "chg_019fbada-110a-712f-a482-cedf05eec705",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:04:41.203979+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fbada-110a-712f-a482-cedf05eec705"
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    {
      "id": "chg_019fbada-110a-78b7-867f-600765467b04",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:04:41.203979+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fbada-110a-78b7-867f-600765467b04"
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    {
      "id": "chg_019fbada-110a-7e8c-b68c-bb96324874c7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "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": "2026-08-01",
      "occurred_at": "2026-08-01 01:04:41.203979+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fbada-110a-7e8c-b68c-bb96324874c7"
    },
    {
      "id": "chg_019fbada-110b-753a-84b8-3ae83d6ca2df",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:04:41.203979+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fbada-110b-753a-84b8-3ae83d6ca2df"
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    {
      "id": "chg_019fb32d-7ab8-7633-a1e0-ad17342876b6",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab8-7633-a1e0-ad17342876b6"
    },
    {
      "id": "chg_019fb32d-7ab7-7e7f-b78a-dba55ff33ce4",
      "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": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab7-7e7f-b78a-dba55ff33ce4"
    },
    {
      "id": "chg_019fb32d-7ab7-7981-bb30-e9404c9bac0f",
      "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": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab7-7981-bb30-e9404c9bac0f"
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    {
      "id": "chg_019fb32d-7ab7-75c6-8928-f369f404e467",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "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_beta"
      },
      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab7-75c6-8928-f369f404e467"
    },
    {
      "id": "chg_019fb32d-7ab6-7411-8a62-74a59ff7374c",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
      },
      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab6-7411-8a62-74a59ff7374c"
    },
    {
      "id": "chg_019fb32d-7ab7-71b9-b542-dd2421dd7f80",
      "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": "2026-07-30",
      "occurred_at": "2026-07-30 13:18:50.022799+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-data-lv/data-lv-mcp#chg-chg_019fb32d-7ab7-71b9-b542-dd2421dd7f80"
    },
    {
      "id": "chg_019fae11-c003-78c5-a0d8-b3f9644a7363",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 13:30:26.671315+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-data-lv/data-lv-mcp#chg-chg_019fae11-c003-78c5-a0d8-b3f9644a7363"
    },
    {
      "id": "chg_019fae11-c003-7d4f-8c96-7d63468e27a6",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 13:30:26.671315+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-data-lv/data-lv-mcp#chg-chg_019fae11-c003-7d4f-8c96-7d63468e27a6"
    },
    {
      "id": "chg_019fae11-c003-741a-94ff-82e0398ec695",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 13:30:26.671315+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-data-lv/data-lv-mcp#chg-chg_019fae11-c003-741a-94ff-82e0398ec695"
    },
    {
      "id": "chg_019fae11-c002-7e7a-9a49-23c6c43eeb20",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "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_beta"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 13:30:26.671315+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-data-lv/data-lv-mcp#chg-chg_019fae11-c002-7e7a-9a49-23c6c43eeb20"
    },
    {
      "id": "chg_019fae11-c002-70a6-92b5-2fb3fc9c4d81",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 13:30:26.671315+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-data-lv/data-lv-mcp#chg-chg_019fae11-c002-70a6-92b5-2fb3fc9c4d81"
    },
    {
      "id": "chg_019fa936-e143-7102-a1d0-476f5b3ae575",
      "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 14:52:53.916546+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-data-lv/data-lv-mcp#chg-chg_019fa936-e143-7102-a1d0-476f5b3ae575"
    },
    {
      "id": "chg_019fa936-e143-7b50-b093-de90c61a0efd",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 14:52:53.916546+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-data-lv/data-lv-mcp#chg-chg_019fa936-e143-7b50-b093-de90c61a0efd"
    },
    {
      "id": "chg_019fa936-e141-7805-8fd2-cf2533472ee2",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "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 14:52:53.916546+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-data-lv/data-lv-mcp#chg-chg_019fa936-e141-7805-8fd2-cf2533472ee2"
    },
    {
      "id": "chg_019fa936-e142-7acb-848a-418f651adcb1",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "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_beta"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 14:52:53.916546+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-data-lv/data-lv-mcp#chg-chg_019fa936-e142-7acb-848a-418f651adcb1"
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    {
      "id": "chg_019fa936-e143-76b4-8def-707065ee9f71",
      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 14:52:53.916546+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-data-lv/data-lv-mcp#chg-chg_019fa936-e143-76b4-8def-707065ee9f71"
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    {
      "date": "2026-08-03",
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    {
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-08-01",
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      "beyond_event_horizon": false,
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    {
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      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-30",
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      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
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    {
      "date": "2026-07-29",
      "total": 59,
      "delta": 1,
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}