{
  "server": "pipeworx-io-plos",
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      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-plos/plos-mcp#chg-chg_019fc71f-d8fc-77b6-921e-4c8c80f0513d"
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      "observed_since": "2026-08-02",
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      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-plos/plos-mcp#chg-chg_019fc71f-d8fc-71ff-b1fc-08b19cb49a70"
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    {
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      "observed_since": "2026-08-02",
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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-plos/plos-mcp#chg-chg_019fc71f-d8fb-7be4-8dab-532304e4ceb5"
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      "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-plos/plos-mcp#chg-chg_019fc71f-d8fb-74e7-b903-824e0005c172"
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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-plos/plos-mcp#chg-chg_019fc1fb-663b-7df1-bf11-1cbeab906069"
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      "occurred_at": "2026-08-02 10:18:26.09957+00",
      "observed_since": "2026-08-01",
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      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-plos/plos-mcp#chg-chg_019fc1fb-6640-7523-82a3-1d438f68600d"
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    {
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      "occurred_at": "2026-08-02 10:18:26.09957+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-plos/plos-mcp#chg-chg_019fc1fb-663f-788f-b77c-3bf480308948"
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    {
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      "occurred_at": "2026-08-02 10:18:26.09957+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-plos/plos-mcp#chg-chg_019fc1fb-663c-7d1c-94cb-ef4795f2e1bb"
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    {
      "id": "chg_019fc1fb-6638-789e-a50a-ad34239f1e80",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 10:18:26.09957+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-plos/plos-mcp#chg-chg_019fc1fb-6638-789e-a50a-ad34239f1e80"
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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 10:35:22.971937+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-plos/plos-mcp#chg-chg_019fbce4-8dea-7ac7-baf5-344cff981c86"
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    {
      "id": "chg_019fbce4-8dea-7056-b382-21d7adc30394",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
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      "from_code": "auth.none_destructive",
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      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
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      "detail": {
        "tool": "forget"
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      "occurred_at": "2026-08-01 10:35:22.971937+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-plos/plos-mcp#chg-chg_019fbce4-8dea-7056-b382-21d7adc30394"
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    {
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 10:35:22.971937+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-plos/plos-mcp#chg-chg_019fbce4-8deb-7035-a91c-60b52ba10ca9"
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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 10:35:22.971937+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-plos/plos-mcp#chg-chg_019fbce4-8deb-74a4-833b-c520ac3eaf4e"
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    {
      "id": "chg_019fbce4-8deb-78cb-a307-9a450fd76f7f",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 10:35:22.971937+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-plos/plos-mcp#chg-chg_019fbce4-8deb-78cb-a307-9a450fd76f7f"
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    {
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 10:35:22.971937+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-plos/plos-mcp#chg-chg_019fbce4-8deb-7d73-8c37-3cbbd307b7f1"
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    {
      "id": "chg_019faf16-71c3-723b-b676-d6541b21342b",
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      "subject_kind": "server",
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:15:11.478307+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-plos/plos-mcp#chg-chg_019faf16-71c3-723b-b676-d6541b21342b"
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    {
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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 18:15:11.478307+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-plos/plos-mcp#chg-chg_019faf16-71b7-7b88-9a33-2cf7e10b2d72"
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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": "2026-07-29",
      "occurred_at": "2026-07-29 18:15:11.478307+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-plos/plos-mcp#chg-chg_019faf16-71c2-733f-81d9-83d6316a0792"
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    {
      "id": "chg_019faf16-71c1-7b00-b1bb-9e45ab7bb352",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:15:11.478307+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-plos/plos-mcp#chg-chg_019faf16-71c1-7b00-b1bb-9e45ab7bb352"
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    {
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      "subject_kind": "tool",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:15:11.478307+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-plos/plos-mcp#chg-chg_019faf16-71c1-708e-b8f1-2398cf3f762d"
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    {
      "id": "chg_019fa98f-f57f-70db-b569-a7ba0daf43c2",
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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 16:30:11.825824+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-plos/plos-mcp#chg-chg_019fa98f-f57f-70db-b569-a7ba0daf43c2"
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    {
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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": "2026-07-28",
      "occurred_at": "2026-07-28 16:30:11.825824+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-plos/plos-mcp#chg-chg_019fa98f-f57e-791f-8893-fea3865c72c2"
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    {
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      "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 16:30:11.825824+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-plos/plos-mcp#chg-chg_019fa98f-f57e-7385-a215-772b6a1a2ece"
    },
    {
      "id": "chg_019fa98f-f57f-7457-b0b9-f5e9687a87f1",
      "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 16:30:11.825824+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-plos/plos-mcp#chg-chg_019fa98f-f57f-7457-b0b9-f5e9687a87f1"
    },
    {
      "id": "chg_019fa98f-f57e-7cc4-8845-1f9c11f2b8b2",
      "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 16:30:11.825824+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-plos/plos-mcp#chg-chg_019fa98f-f57e-7cc4-8845-1f9c11f2b8b2"
    }
  ],
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    {
      "date": "2026-08-03",
      "total": 56,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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      "date": "2026-08-01",
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      "date": "2026-07-29",
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}