{
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      "summary": "Stability (0.30 → fail)",
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      "summary": "Authorization (pass → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1aa33-87bb-70cd-bcb4-adb8a56f2e5c"
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    {
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      "occurred_at": "2026-11-04 05:27:37.973966+00",
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      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10d-7278-b9b6-8f2d82bfe187"
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    {
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      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-73b4-9c68-4b443d262d83"
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    {
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      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7e45-b2a5-3f4b2fff692c"
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      "occurred_at": "2026-11-04 05:27:37.973966+00",
      "observed_since": "2026-11-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7164-b463-c8fc022ea0e0"
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    {
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        "tool": "deep_research"
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      "occurred_at": "2026-11-04 05:27:37.973966+00",
      "observed_since": "2026-11-03",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-797f-926f-450cf0043c0b"
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    {
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        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-11-03",
      "occurred_at": "2026-11-03 05:30:38.391515+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7077-8ddd-1012c885b842"
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    {
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      "occurred_at": "2026-11-03 05:30:38.391515+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-769c-b853-61c218c5ffeb"
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    {
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      "occurred_at": "2026-11-03 05:30:38.391515+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7c52-b7ee-8ad867be9222"
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    {
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      "occurred_at": "2026-11-03 05:30:38.391515+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5682-7141-abf3-a0f57a3fa20b"
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    {
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      "occurred_at": "2026-11-03 05:30:38.391515+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5680-72f0-822b-265dffa90a20"
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    {
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      "occurred_at": "2026-11-02 03:25:30.726622+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-7f21-9bc7-d4e3ce0865f2"
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      "occurred_on": "2026-11-02",
      "occurred_at": "2026-11-02 03:25:30.726622+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0c-74fc-851d-062851b6ea4a"
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      "occurred_at": "2026-11-02 03:25:30.726622+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-72fd-8da3-ff9baa528efd"
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    {
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      "occurred_on": "2026-11-02",
      "occurred_at": "2026-11-02 03:25:30.726622+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b09-7bdb-a1da-63f3d9da1bd3"
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    {
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      "occurred_on": "2026-11-02",
      "occurred_at": "2026-11-02 03:25:30.726622+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-790d-92d6-4e8287ed6892"
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    {
      "id": "chg_01a1958d-1e76-7462-894b-c6634c93c9fb",
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      "occurred_at": "2026-11-01 05:20:15.953332+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e76-7462-894b-c6634c93c9fb"
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    {
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      "materiality": "security",
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      "occurred_on": "2026-11-01",
      "occurred_at": "2026-11-01 05:20:15.953332+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e78-7d85-adaa-8d756d939d98"
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    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-11-01",
      "occurred_at": "2026-11-01 05:20:15.953332+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e71-79ae-8a2a-0a433c84c498"
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    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-11-01",
      "occurred_at": "2026-11-01 05:20:15.953332+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e74-7db0-8f2f-9051f005d85a"
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    {
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      "materiality": "security",
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      "occurred_on": "2026-11-01",
      "occurred_at": "2026-11-01 05:20:15.953332+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e75-763f-adca-0f1f4c4e498a"
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    {
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      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:18:55.604341+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8945-7254-9d1b-f5a320db5dd4"
    },
    {
      "id": "chg_01a19065-8947-72fc-b36f-acc4f6cd6b28",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:18:55.604341+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-72fc-b36f-acc4f6cd6b28"
    },
    {
      "id": "chg_01a19065-8947-7b9e-86c8-9ad5d235d322",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:18:55.604341+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-7b9e-86c8-9ad5d235d322"
    },
    {
      "id": "chg_01a19065-8946-7a06-84c2-f42af2918655",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:18:55.604341+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8946-7a06-84c2-f42af2918655"
    },
    {
      "id": "chg_01a19065-8948-73b5-875a-b7e8e68c58ff",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:18:55.604341+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8948-73b5-875a-b7e8e68c58ff"
    },
    {
      "id": "chg_01a18b42-538b-7e98-82c1-2a79ff1d157f",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7e98-82c1-2a79ff1d157f"
    },
    {
      "id": "chg_01a18b42-538c-73aa-a92f-a008cde58562",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "compare_entities",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "compare_entities"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “compare_entities” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-73aa-a92f-a008cde58562"
    },
    {
      "id": "chg_01a18b42-538c-77be-9124-4b6365481ada",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-77be-9124-4b6365481ada"
    },
    {
      "id": "chg_01a18b42-538c-7c4c-ba6f-736626b3fea7",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-7c4c-ba6f-736626b3fea7"
    },
    {
      "id": "chg_01a18b42-538a-75c4-a022-ee165003c542",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538a-75c4-a022-ee165003c542"
    },
    {
      "id": "chg_01a18b42-538b-7834-bc4a-eae4ac81c2b1",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:22:22.01227+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7834-bc4a-eae4ac81c2b1"
    },
    {
      "id": "chg_01a18612-7884-7088-b2ab-01c71b872c02",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "bet_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "bet_research"
      },
      "occurred_on": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “bet_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7088-b2ab-01c71b872c02"
    },
    {
      "id": "chg_01a18612-7883-76fb-8570-fe2a176d82bf",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7883-76fb-8570-fe2a176d82bf"
    },
    {
      "id": "chg_01a18612-7882-7eef-a91d-b463d2788905",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7882-7eef-a91d-b463d2788905"
    },
    {
      "id": "chg_01a18612-7880-7f25-a046-2c9c2258060f",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7880-7f25-a046-2c9c2258060f"
    },
    {
      "id": "chg_01a18612-7885-7593-9cdb-4ef2b0e10f8f",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7885-7593-9cdb-4ef2b0e10f8f"
    },
    {
      "id": "chg_01a18612-7884-7ee7-89ea-2a869ec8bdab",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:11:59.819851+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7ee7-89ea-2a869ec8bdab"
    },
    {
      "id": "chg_01a180ea-3ea1-7d71-8cb4-444936ed356e",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea1-7d71-8cb4-444936ed356e"
    },
    {
      "id": "chg_01a180ea-3ea0-72cb-ba20-1858afb19045",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea0-72cb-ba20-1858afb19045"
    },
    {
      "id": "chg_01a180ea-3ea2-7389-aa33-65f5979f3c7f",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea2-7389-aa33-65f5979f3c7f"
    },
    {
      "id": "chg_01a180ea-3ea3-7216-8171-d29c1c1157a8",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea3-7216-8171-d29c1c1157a8"
    },
    {
      "id": "chg_01a180ea-3ea4-7508-aa2d-a40de4b20e96",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "polymarket_kalshi_spread",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "polymarket_kalshi_spread"
      },
      "occurred_on": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea4-7508-aa2d-a40de4b20e96"
    },
    {
      "id": "chg_01a180ea-3ea6-7495-a36e-4a21b22445a9",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:09:57.288446+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea6-7495-a36e-4a21b22445a9"
    },
    {
      "id": "chg_01a17bc3-01ba-7890-b417-44e1bdea9164",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:08:59.799771+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01ba-7890-b417-44e1bdea9164"
    },
    {
      "id": "chg_01a17bc3-01bb-7759-adb1-d769a7e2649b",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:08:59.799771+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bb-7759-adb1-d769a7e2649b"
    },
    {
      "id": "chg_01a17bc3-01bc-7723-955e-2e3a2ae71f14",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:08:59.799771+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7723-955e-2e3a2ae71f14"
    },
    {
      "id": "chg_01a17bc3-01bc-7f21-b489-fc6f010ac041",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:08:59.799771+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7f21-b489-fc6f010ac041"
    },
    {
      "id": "chg_01a17bc3-01bd-79e6-bc34-b60f340aef37",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:08:59.799771+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bd-79e6-bc34-b60f340aef37"
    },
    {
      "id": "chg_01a1769c-c901-755a-9e03-17e815383376",
      "kind": "check.appeared",
      "family": "tool-safety-manipulation",
      "subject_kind": "check",
      "subject": "tool-safety-manipulation",
      "subject_child": "",
      "from_code": null,
      "to_code": "toolsafety.manipulation_clean",
      "from_value": null,
      "to_value": "pass",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "units": "45",
        "judged": "45"
      },
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:09:08.962426+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "First check of Judged manipulation (pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1769c-c901-755a-9e03-17e815383376"
    },
    {
      "id": "chg_01a1769c-c900-7f0a-a587-6394bf4c9ae4",
      "kind": "check.appeared",
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      "subject_kind": "check",
      "subject": "auth-registration",
      "subject_child": "",
      "from_code": null,
      "to_code": "auth.registration_cimd",
      "from_value": null,
      "to_value": "pass",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:09:08.962426+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "First check of Authorization (pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1769c-c900-7f0a-a587-6394bf4c9ae4"
    },
    {
      "id": "chg_01a1769c-c900-7910-807e-962fe0617c29",
      "kind": "check.reverified",
      "family": "tool-safety-injection",
      "subject_kind": "check",
      "subject": "tool-safety-injection",
      "subject_child": "",
      "from_code": "toolsafety.unreachable",
      "to_code": "toolsafety.injection_clean",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:09:08.962426+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "Injection markers (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1769c-c900-7910-807e-962fe0617c29"
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    {
      "id": "chg_01a1769c-c8fe-7ef6-a9a2-e36a82ca54c2",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_unlisted",
      "to_code": "auth.rfc9728_invoke",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:09:08.962426+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "Authorization (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1769c-c8fe-7ef6-a9a2-e36a82ca54c2"
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      "date": "2026-11-05",
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      "tracked": true,
      "explained": true,
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      "attribution": null,
      "event_count": 2
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
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      "beyond_event_horizon": false,
      "attribution": null,
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      "date": "2026-10-31",
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      "date": "2026-10-30",
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}