{
  "server": "pipeworx-io-sbir",
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      "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-sbir/sbir-mcp#chg-chg_019fc63c-cfe2-7631-8bcd-643a3e12fc18"
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    {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 06:08:21.897235+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-sbir/sbir-mcp#chg-chg_019fc63c-cfe4-77ee-955d-a7f3879dc90a"
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    {
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      "occurred_at": "2026-08-03 06:08:21.897235+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-sbir/sbir-mcp#chg-chg_019fc63c-cfe4-7c9c-9816-289bb13d372a"
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    {
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      "occurred_at": "2026-08-03 06:08:21.897235+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-sbir/sbir-mcp#chg-chg_019fc63c-cfe5-711c-b83c-1dd23a1c5212"
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    {
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      "occurred_at": "2026-08-03 06:08:21.897235+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-sbir/sbir-mcp#chg-chg_019fc63c-cfe5-7637-a327-4eede2878c58"
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    {
      "id": "chg_019fc114-1f4d-716f-baee-066f282f8050",
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      "subject_kind": "tool",
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        "tool": "deep_research"
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      "occurred_at": "2026-08-02 06:05:49.237114+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-sbir/sbir-mcp#chg-chg_019fc114-1f4d-716f-baee-066f282f8050"
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    {
      "id": "chg_019fc114-1f4e-7e03-a11a-1d78771b8d9c",
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:05:49.237114+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-sbir/sbir-mcp#chg-chg_019fc114-1f4e-7e03-a11a-1d78771b8d9c"
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    {
      "id": "chg_019fc114-1f4c-7b24-a692-3a306768689d",
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      "subject_kind": "tool",
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        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:05:49.237114+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-sbir/sbir-mcp#chg-chg_019fc114-1f4c-7b24-a692-3a306768689d"
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    {
      "id": "chg_019fc114-1f4b-734f-81a5-bec23c16b78d",
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      "subject_kind": "tool",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:05:49.237114+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-sbir/sbir-mcp#chg-chg_019fc114-1f4b-734f-81a5-bec23c16b78d"
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    {
      "id": "chg_019fc114-1f47-7949-ad58-d557517a329f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:05:49.237114+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-sbir/sbir-mcp#chg-chg_019fc114-1f47-7949-ad58-d557517a329f"
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    {
      "id": "chg_019fbbed-1d0f-748f-8326-e3a5f2eee2c4",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:05:06.686074+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-sbir/sbir-mcp#chg-chg_019fbbed-1d0f-748f-8326-e3a5f2eee2c4"
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    {
      "id": "chg_019fbbed-1d0f-7aa3-a5ed-cd7af710dd8d",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 06:05:06.686074+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-sbir/sbir-mcp#chg-chg_019fbbed-1d0f-7aa3-a5ed-cd7af710dd8d"
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    {
      "id": "chg_019fbbed-1d0d-7e73-8499-0b7ccc810bce",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:05:06.686074+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-sbir/sbir-mcp#chg-chg_019fbbed-1d0d-7e73-8499-0b7ccc810bce"
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    {
      "id": "chg_019fbbed-1d10-7112-90b3-ed81dacf8b26",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:05:06.686074+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-sbir/sbir-mcp#chg-chg_019fbbed-1d10-7112-90b3-ed81dacf8b26"
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    {
      "id": "chg_019fbbed-1d0e-7b37-b8df-8bfbcaff74d9",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:05:06.686074+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-sbir/sbir-mcp#chg-chg_019fbbed-1d0e-7b37-b8df-8bfbcaff74d9"
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    {
      "id": "chg_019fb356-1d6d-7ee8-b64e-9dd747182545",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 14:03:13.123024+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-sbir/sbir-mcp#chg-chg_019fb356-1d6d-7ee8-b64e-9dd747182545"
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    {
      "id": "chg_019fb356-1d6e-760c-9831-7b8763ef2d53",
      "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"
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 14:03:13.123024+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-sbir/sbir-mcp#chg-chg_019fb356-1d6e-760c-9831-7b8763ef2d53"
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    {
      "id": "chg_019fb356-1d6e-7a72-ab4a-2b161a738c47",
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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": "2026-07-30",
      "occurred_at": "2026-07-30 14:03:13.123024+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-sbir/sbir-mcp#chg-chg_019fb356-1d6e-7a72-ab4a-2b161a738c47"
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    {
      "id": "chg_019fb356-1d6f-700f-b602-8a48b0f07fa9",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 14:03:13.123024+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-sbir/sbir-mcp#chg-chg_019fb356-1d6f-700f-b602-8a48b0f07fa9"
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    {
      "id": "chg_019fb356-1d6f-75a4-8765-fd3b3c3a82d1",
      "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 14:03:13.123024+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-sbir/sbir-mcp#chg-chg_019fb356-1d6f-75a4-8765-fd3b3c3a82d1"
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    {
      "id": "chg_019fae3b-0423-789c-8657-905e1a221335",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:15:31.082004+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-sbir/sbir-mcp#chg-chg_019fae3b-0423-789c-8657-905e1a221335"
    },
    {
      "id": "chg_019fae3b-0426-7115-895d-633e748ba395",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
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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": "2026-07-29",
      "occurred_at": "2026-07-29 14:15:31.082004+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-sbir/sbir-mcp#chg-chg_019fae3b-0426-7115-895d-633e748ba395"
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    {
      "id": "chg_019fae3b-0425-7a3f-b31a-da37de5c6b7b",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "sbir_search_awards",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "sbir_search_awards"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:15:31.082004+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “sbir_search_awards” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-sbir/sbir-mcp#chg-chg_019fae3b-0425-7a3f-b31a-da37de5c6b7b"
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    {
      "id": "chg_019fae3b-0425-714b-beb2-2c7441d53a57",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:15:31.082004+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-sbir/sbir-mcp#chg-chg_019fae3b-0425-714b-beb2-2c7441d53a57"
    },
    {
      "id": "chg_019fae3b-0424-79d5-b47b-3f7c972ac596",
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 14:15:31.082004+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-sbir/sbir-mcp#chg-chg_019fae3b-0424-79d5-b47b-3f7c972ac596"
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    {
      "id": "chg_019fae3b-0424-7394-a692-4ddacbcf7b15",
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      "materiality": "security",
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      "detail": {
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      "occurred_at": "2026-07-29 14:15:31.082004+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-sbir/sbir-mcp#chg-chg_019fae3b-0424-7394-a692-4ddacbcf7b15"
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    {
      "id": "chg_019fa932-2486-7a9c-bcc6-a156d0340dd6",
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      "materiality": "security",
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      "detail": {
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      "occurred_at": "2026-07-28 14:47:43.480459+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-sbir/sbir-mcp#chg-chg_019fa932-2486-7a9c-bcc6-a156d0340dd6"
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    {
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      "materiality": "security",
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      "score_delta": null,
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      "occurred_at": "2026-07-28 14:47:43.480459+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-sbir/sbir-mcp#chg-chg_019fa932-2489-7140-afdd-c014332af905"
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    {
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      "occurred_at": "2026-07-28 14:47:43.480459+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-sbir/sbir-mcp#chg-chg_019fa932-2488-7bd5-8be3-4ac897979870"
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    {
      "id": "chg_019fa932-2488-71bb-98ff-d4f088c412c3",
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "occurred_at": "2026-07-28 14:47:43.480459+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-sbir/sbir-mcp#chg-chg_019fa932-2488-71bb-98ff-d4f088c412c3"
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    {
      "id": "chg_019fa932-2487-7518-98b1-9add723c39e1",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_at": "2026-07-28 14:47:43.480459+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-sbir/sbir-mcp#chg-chg_019fa932-2487-7518-98b1-9add723c39e1"
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    {
      "id": "chg_019fa932-2486-717e-b03e-c3f3ca48e18a",
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      "to_value": "unverified",
      "materiality": "security",
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      "occurred_at": "2026-07-28 14:47:43.480459+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-sbir/sbir-mcp#chg-chg_019fa932-2486-717e-b03e-c3f3ca48e18a"
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