{
  "server": "pipeworx-io-crystallography",
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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 01:08:22.368293+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-crystallography/crystallography-mcp#chg-chg_019fc52a-2903-7cb3-b2ae-e12eb0800c83"
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      "occurred_at": "2026-08-03 01:08:22.368293+00",
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      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-crystallography/crystallography-mcp#chg-chg_019fc52a-2902-7eef-b7de-6f990b759e7e"
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      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-crystallography/crystallography-mcp#chg-chg_019fc52a-2902-77da-9a46-106c1d49a744"
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      "occurred_at": "2026-08-03 01:08:22.368293+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-crystallography/crystallography-mcp#chg-chg_019fc52a-2901-7d8f-8fc5-0548b815a5d3"
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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-crystallography/crystallography-mcp#chg-chg_019fc005-d8d3-76aa-a7a3-0e021913cef6"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:10:36.471438+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-crystallography/crystallography-mcp#chg-chg_019fc005-d8d4-758b-8a8d-17c6baa96a4f"
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    {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:10:36.471438+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-crystallography/crystallography-mcp#chg-chg_019fc005-d8d3-7ee9-9734-3c72a4a1e76c"
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    {
      "id": "chg_019fc005-d8d3-7ade-9ae1-10761e666947",
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      "detail": {
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      "occurred_at": "2026-08-02 01:10:36.471438+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-crystallography/crystallography-mcp#chg-chg_019fc005-d8d3-7ade-9ae1-10761e666947"
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    {
      "id": "chg_019fc005-d8d3-7115-bfa9-a3eac60b064c",
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      "subject_kind": "tool",
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      "detail": {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 01:10:36.471438+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-crystallography/crystallography-mcp#chg-chg_019fc005-d8d3-7115-bfa9-a3eac60b064c"
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    {
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "occurred_at": "2026-08-01 01:09:07.296635+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-crystallography/crystallography-mcp#chg-chg_019fbade-2073-7e35-9904-5a13ff7bd0b3"
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    {
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      "subject_kind": "tool",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:09:07.296635+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-crystallography/crystallography-mcp#chg-chg_019fbade-2074-78f4-9bf8-3354d2c09667"
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    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_at": "2026-08-01 01:09:07.296635+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-crystallography/crystallography-mcp#chg-chg_019fbade-2074-7d61-823b-fa2906aa4853"
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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_at": "2026-08-01 01:09:07.296635+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-crystallography/crystallography-mcp#chg-chg_019fbade-2075-7208-935c-af86a719fffc"
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    {
      "id": "chg_019fbade-2075-772b-924d-a89971771cb8",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 01:09:07.296635+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-crystallography/crystallography-mcp#chg-chg_019fbade-2075-772b-924d-a89971771cb8"
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    {
      "id": "chg_019fae63-0f5b-78dc-829e-9dd9ff81a1d9",
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      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:59:15.396472+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-crystallography/crystallography-mcp#chg-chg_019fae63-0f5b-78dc-829e-9dd9ff81a1d9"
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    {
      "id": "chg_019fae63-0f5a-7f23-acca-07431d8d0392",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:59:15.396472+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-crystallography/crystallography-mcp#chg-chg_019fae63-0f5a-7f23-acca-07431d8d0392"
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:59:15.396472+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-crystallography/crystallography-mcp#chg-chg_019fae63-0f5a-711e-b1d4-1a8e9a1eb53f"
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    {
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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 14:59:15.396472+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-crystallography/crystallography-mcp#chg-chg_019fae63-0f5a-7a86-aa9f-2cef3da4de68"
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    {
      "id": "chg_019fae63-0f5b-7439-862b-b9a2adc2d3a8",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:59:15.396472+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-crystallography/crystallography-mcp#chg-chg_019fae63-0f5b-7439-862b-b9a2adc2d3a8"
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    {
      "id": "chg_019fa915-ab6d-7630-a056-805bb343bf3d",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 14:16:37.459387+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-crystallography/crystallography-mcp#chg-chg_019fa915-ab6d-7630-a056-805bb343bf3d"
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    {
      "id": "chg_019fa915-ab6d-71fe-9f70-1fe8e08f841c",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 14:16:37.459387+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-crystallography/crystallography-mcp#chg-chg_019fa915-ab6d-71fe-9f70-1fe8e08f841c"
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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": "2026-07-28",
      "occurred_at": "2026-07-28 14:16:37.459387+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-crystallography/crystallography-mcp#chg-chg_019fa915-ab6c-777d-b2df-dc338625b237"
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    {
      "id": "chg_019fa915-ab6b-7ef6-b9f1-3c59f81a4443",
      "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 14:16:37.459387+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-crystallography/crystallography-mcp#chg-chg_019fa915-ab6b-7ef6-b9f1-3c59f81a4443"
    },
    {
      "id": "chg_019fa915-ab6d-795e-b885-42176cc3ea43",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 14:16:37.459387+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-crystallography/crystallography-mcp#chg-chg_019fa915-ab6d-795e-b885-42176cc3ea43"
    }
  ],
  "days": [
    {
      "date": "2026-08-03",
      "total": 56,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-08-02",
      "total": 55,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    },
    {
      "date": "2026-08-01",
      "total": 55,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-07-31",
      "total": 54,
      "delta": -5,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-30",
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      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    },
    {
      "date": "2026-07-29",
      "total": 59,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    },
    {
      "date": "2026-07-28",
      "total": 58,
      "delta": 1,
      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-27",
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}