{
  "server": "pipeworx-io-producthunt",
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      "occurred_at": "2026-08-04 02:07:41.998501+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fca86-d5d4-7aee-bd9b-c1820c3de04b"
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    {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 02:07:41.998501+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fca86-d5d4-7694-bbd7-21ec3457d30c"
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    {
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      "occurred_at": "2026-08-04 02:07:41.998501+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fca86-d5d3-7cab-9228-6d5c93f33e8c"
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    {
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      "occurred_at": "2026-08-04 02:07:41.998501+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fca86-d5d3-7769-b275-ad524d053f28"
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    {
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      "detail": {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 02:07:41.998501+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fca86-d5d2-78db-8ee6-53b8a1576f24"
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    {
      "id": "chg_019fc560-ec73-7b9b-8f7c-9e83dbece157",
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      "subject_kind": "server",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:08:11.329469+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-producthunt/producthunt-mcp#chg-chg_019fc560-ec73-7b9b-8f7c-9e83dbece157"
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    {
      "id": "chg_019fc560-ec73-7639-b736-3bc745c7008f",
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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": "2026-08-03",
      "occurred_at": "2026-08-03 02:08:11.329469+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-producthunt/producthunt-mcp#chg-chg_019fc560-ec73-7639-b736-3bc745c7008f"
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    {
      "id": "chg_019fc560-ec72-7f07-b81e-cb54d8e65c22",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:08:11.329469+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-producthunt/producthunt-mcp#chg-chg_019fc560-ec72-7f07-b81e-cb54d8e65c22"
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    {
      "id": "chg_019fc560-ec71-7f10-a113-336b7eb6f5f5",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:08:11.329469+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-producthunt/producthunt-mcp#chg-chg_019fc560-ec71-7f10-a113-336b7eb6f5f5"
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    {
      "id": "chg_019fc560-ec71-7753-b39c-9b9de2c68bbe",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:08:11.329469+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fc560-ec71-7753-b39c-9b9de2c68bbe"
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    {
      "id": "chg_019fc041-d65a-7009-804a-0f38e7eacb7b",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:16:08.009369+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-producthunt/producthunt-mcp#chg-chg_019fc041-d65a-7009-804a-0f38e7eacb7b"
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    {
      "id": "chg_019fc041-d65a-73b1-a1ac-7be3ef6f3446",
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      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_at": "2026-08-02 02:16:08.009369+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-producthunt/producthunt-mcp#chg-chg_019fc041-d65a-73b1-a1ac-7be3ef6f3446"
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    {
      "id": "chg_019fc041-d659-7ba3-a0a3-c1bccce838e7",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:16:08.009369+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-producthunt/producthunt-mcp#chg-chg_019fc041-d659-7ba3-a0a3-c1bccce838e7"
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    {
      "id": "chg_019fc041-d65a-7778-96ca-25ce2b4df9a6",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:16:08.009369+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-producthunt/producthunt-mcp#chg-chg_019fc041-d65a-7778-96ca-25ce2b4df9a6"
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    {
      "id": "chg_019fc041-d658-79c3-8e0a-eb6528152657",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:16:08.009369+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-producthunt/producthunt-mcp#chg-chg_019fc041-d658-79c3-8e0a-eb6528152657"
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    {
      "id": "chg_019fbb19-193d-7cd1-a905-31fffcf2353c",
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      "subject_kind": "tool",
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      "to_value": null,
      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:13:32.07358+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-producthunt/producthunt-mcp#chg-chg_019fbb19-193d-7cd1-a905-31fffcf2353c"
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    {
      "id": "chg_019fbb19-193c-7528-8f4d-48faa2c00e00",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:13:32.07358+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-producthunt/producthunt-mcp#chg-chg_019fbb19-193c-7528-8f4d-48faa2c00e00"
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    {
      "id": "chg_019fbb19-193d-706f-8836-410999d55c41",
      "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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      "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 02:13:32.07358+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-producthunt/producthunt-mcp#chg-chg_019fbb19-193d-706f-8836-410999d55c41"
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    {
      "id": "chg_019fbb19-193d-776d-8ed3-71852e44d593",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:13:32.07358+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-producthunt/producthunt-mcp#chg-chg_019fbb19-193d-776d-8ed3-71852e44d593"
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    {
      "id": "chg_019fbb19-193e-71dc-8c80-d113a7fbb539",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:13:32.07358+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-producthunt/producthunt-mcp#chg-chg_019fbb19-193e-71dc-8c80-d113a7fbb539"
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    {
      "id": "chg_019fae8a-323c-754b-af3a-6184556c9782",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+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-producthunt/producthunt-mcp#chg-chg_019fae8a-323c-754b-af3a-6184556c9782"
    },
    {
      "id": "chg_019fae8a-323c-7022-b779-c88dcd3c72c6",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+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-producthunt/producthunt-mcp#chg-chg_019fae8a-323c-7022-b779-c88dcd3c72c6"
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    {
      "id": "chg_019fae8a-323b-79fa-acee-87a2b07d4feb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+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-producthunt/producthunt-mcp#chg-chg_019fae8a-323b-79fa-acee-87a2b07d4feb"
    },
    {
      "id": "chg_019fae8a-323a-7226-bfc8-06d9e312b12a",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive_unverified",
      "to_code": "auth.none_destructive",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "critical",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-producthunt/producthunt-mcp#chg-chg_019fae8a-323a-7226-bfc8-06d9e312b12a"
    },
    {
      "id": "chg_019fae8a-323a-78fd-a3eb-2ccc424e05d1",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+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-producthunt/producthunt-mcp#chg-chg_019fae8a-323a-78fd-a3eb-2ccc424e05d1"
    },
    {
      "id": "chg_019fae8a-323c-79e7-8813-812e06e6d710",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 15:42:00.196376+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-producthunt/producthunt-mcp#chg-chg_019fae8a-323c-79e7-8813-812e06e6d710"
    },
    {
      "id": "chg_019fa968-98c4-7dc2-bddc-5d587479feb9",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 15:47:12.180025+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-producthunt/producthunt-mcp#chg-chg_019fa968-98c4-7dc2-bddc-5d587479feb9"
    },
    {
      "id": "chg_019fa968-98c5-7cc8-966f-3366275f2c41",
      "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 15:47:12.180025+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-producthunt/producthunt-mcp#chg-chg_019fa968-98c5-7cc8-966f-3366275f2c41"
    },
    {
      "id": "chg_019fa968-98c5-7809-9a6a-5d4aafe104a2",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 15:47:12.180025+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-producthunt/producthunt-mcp#chg-chg_019fa968-98c5-7809-9a6a-5d4aafe104a2"
    },
    {
      "id": "chg_019fa968-98c5-7343-8417-5cf396e665c3",
      "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 15:47:12.180025+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-producthunt/producthunt-mcp#chg-chg_019fa968-98c5-7343-8417-5cf396e665c3"
    },
    {
      "id": "chg_019fa968-98c4-71d7-87d5-bd3a5cd35df7",
      "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 15:47:12.180025+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-producthunt/producthunt-mcp#chg-chg_019fa968-98c4-71d7-87d5-bd3a5cd35df7"
    }
  ],
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    {
      "date": "2026-08-04",
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      "delta": 1,
      "tracked": true,
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      "attribution": null,
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    {
      "date": "2026-08-03",
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      "delta": 0,
      "tracked": true,
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      "beyond_event_horizon": false,
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    {
      "date": "2026-08-02",
      "total": 55,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
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    {
      "date": "2026-08-01",
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      "delta": 0,
      "tracked": true,
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      "beyond_event_horizon": false,
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    {
      "date": "2026-07-31",
      "total": 54,
      "delta": -1,
      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
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    {
      "date": "2026-07-30",
      "total": 55,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-29",
      "total": 54,
      "delta": 0,
      "tracked": true,
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    {
      "date": "2026-07-28",
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}