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      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02d71-b247-7b1b-8902-e15f077710ac"
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      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02d71-b248-70a7-ac7e-801c0b7fe54f"
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      "occurred_at": "2026-08-23 07:07:00.96965+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02d71-b248-762d-b3a7-61c067abf9c0"
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      "occurred_at": "2026-08-23 07:07:00.96965+00",
      "observed_since": "2026-08-22",
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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-launch-library/launch-library-mcp#chg-chg_01a02d71-b248-7b11-ac1b-1fc83d13a85e"
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      "occurred_at": "2026-08-23 07:07:00.96965+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02d71-b248-7edd-9942-b6f703dd6cef"
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      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
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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-launch-library/launch-library-mcp#chg-chg_01a0284b-4f5d-7d55-93b3-8b0a78ca71f9"
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      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
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      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0284b-4f5e-78b6-8089-9730907095b3"
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      "occurred_at": "2026-08-22 07:06:59.176586+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0284b-4f5e-7d16-ba63-ce0f42fce9c1"
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      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
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      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02325-2ccf-7488-af32-c5b4a0320486"
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      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02325-2cd0-7c65-9651-be4241774943"
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      "occurred_at": "2026-08-21 07:07:13.621309+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02325-2cd1-719a-a42d-4ce00960f48b"
    },
    {
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      "occurred_at": "2026-08-21 07:07:13.621309+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a02325-2cd1-7a8c-918e-829b342d8c07"
    },
    {
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      "occurred_at": "2026-08-20 07:07:55.724441+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a01dff-7424-73cf-99c1-ec10942c77bd"
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    {
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      "occurred_at": "2026-08-20 07:07:55.724441+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a01dff-7425-798c-a86f-622d51a77a19"
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    {
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      "occurred_at": "2026-08-20 07:07:55.724441+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a01dff-7425-7efe-8939-c0098714931e"
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    {
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      "occurred_at": "2026-08-20 07:07:55.724441+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a01dff-7426-7569-9106-1ea7c376a645"
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    {
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      "occurred_at": "2026-08-20 07:07:55.724441+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a01dff-7426-7c05-a032-407e805cd654"
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    {
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      "occurred_at": "2026-08-19 07:07:14.877865+00",
      "observed_since": "2026-08-18",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a018d8-78b2-7eb4-a09f-0727260f5951"
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    {
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      "observed_since": "2026-08-18",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a018d8-78b4-715f-a539-b2c035e39a2a"
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    {
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      "observed_since": "2026-08-18",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a018d8-78b4-7c86-ae71-128321ff2dfd"
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    {
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      "occurred_at": "2026-08-19 07:07:14.877865+00",
      "observed_since": "2026-08-18",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a018d8-78b5-74fc-89be-97e5f8eec146"
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    {
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      "subject_kind": "server",
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      "occurred_at": "2026-08-19 07:07:14.877865+00",
      "observed_since": "2026-08-18",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a018d8-78b6-717f-bfe9-327d1c7a5f50"
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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": "2026-08-18",
      "occurred_at": "2026-08-18 07:07:11.698291+00",
      "observed_since": "2026-08-17",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a013b2-1066-7527-882d-17d181ed3757"
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    {
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      "subject_kind": "tool",
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      "occurred_on": "2026-08-18",
      "occurred_at": "2026-08-18 07:07:11.698291+00",
      "observed_since": "2026-08-17",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a013b2-1068-7054-8979-9050906c0f4e"
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    {
      "id": "chg_01a013b2-1068-7da3-a4d8-624209c7ac42",
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      "subject_kind": "tool",
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        "tool": "ask_pipeworx_grounded"
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      "occurred_at": "2026-08-18 07:07:11.698291+00",
      "observed_since": "2026-08-17",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a013b2-1068-7da3-a4d8-624209c7ac42"
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    {
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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_at": "2026-08-18 07:07:11.698291+00",
      "observed_since": "2026-08-17",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a013b2-1069-72a2-a604-9090c3cd885c"
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    {
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      "family": "",
      "subject_kind": "server",
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      "to_code": null,
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      "materiality": "security",
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      "occurred_at": "2026-08-18 07:07:11.698291+00",
      "observed_since": "2026-08-17",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a013b2-1069-77f5-aea5-43807b15748d"
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    {
      "id": "chg_01a00e8b-bb13-7d5f-b5f4-40a7242e711d",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
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      "occurred_on": "2026-08-17",
      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb13-7d5f-b5f4-40a7242e711d"
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    {
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      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb14-7a9d-a584-3362432c58eb"
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    {
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      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb15-7260-8aea-09607aaff533"
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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_grounded"
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      "occurred_on": "2026-08-17",
      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb15-76e0-85df-c9075cbdf3eb"
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    {
      "id": "chg_01a00e8b-bb15-7b17-9bf9-391fdc6606c4",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-17",
      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb15-7b17-9bf9-391fdc6606c4"
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    {
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      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "resolve_entity",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "resolve_entity"
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      "occurred_on": "2026-08-17",
      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "Tool “resolve_entity” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb16-700d-9b25-38abfb87bc0d"
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    {
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      "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",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-17",
      "occurred_at": "2026-08-17 07:07:13.467453+00",
      "observed_since": "2026-08-16",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00e8b-bb17-7509-9205-f7ec268b9f79"
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    {
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      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
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      "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"
      },
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      "occurred_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-4993-7e1f-9dfb-46b5a64a758a"
    },
    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      },
      "occurred_on": "2026-08-16",
      "occurred_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-499f-7690-8cc0-33af613d7272"
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    {
      "id": "chg_01a00965-49a0-71dc-8123-f42bbb40bcd1",
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      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-16",
      "occurred_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-49a0-71dc-8123-f42bbb40bcd1"
    },
    {
      "id": "chg_01a00965-49a2-75d0-b05f-f49a27adda77",
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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_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-49a2-75d0-b05f-f49a27adda77"
    },
    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-49a3-7a63-a134-f47a67ae0589"
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    {
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      "subject_kind": "server",
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      "materiality": "security",
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      "occurred_on": "2026-08-16",
      "occurred_at": "2026-08-16 07:07:07.893499+00",
      "observed_since": "2026-08-15",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a00965-49a4-7da7-a809-dc60ad0afc5b"
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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": "2026-08-15",
      "occurred_at": "2026-08-15 07:07:06.462359+00",
      "observed_since": "2026-08-14",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0043e-e77e-7282-91e7-d9f2e9261df6"
    },
    {
      "id": "chg_01a0043e-e782-752b-80f2-f0028e0e24a8",
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      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-15",
      "occurred_at": "2026-08-15 07:07:06.462359+00",
      "observed_since": "2026-08-14",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0043e-e782-752b-80f2-f0028e0e24a8"
    },
    {
      "id": "chg_01a0043e-e782-7c81-90f3-e50316843e9f",
      "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": "2026-08-15",
      "occurred_at": "2026-08-15 07:07:06.462359+00",
      "observed_since": "2026-08-14",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0043e-e782-7c81-90f3-e50316843e9f"
    },
    {
      "id": "chg_01a0043e-e783-73cc-85a3-09ccc0de5090",
      "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",
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      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_at": "2026-08-15 07:07:06.462359+00",
      "observed_since": "2026-08-14",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0043e-e783-73cc-85a3-09ccc0de5090"
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    {
      "id": "chg_01a0043e-e785-72a8-a00d-abc4261d1c20",
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      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-15",
      "occurred_at": "2026-08-15 07:07:06.462359+00",
      "observed_since": "2026-08-14",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_01a0043e-e785-72a8-a00d-abc4261d1c20"
    },
    {
      "id": "chg_019fff18-70b7-7762-863c-87c9633aa301",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
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      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b7-7762-863c-87c9633aa301"
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    {
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b8-736b-94e1-4c12f2d91c3b"
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    {
      "id": "chg_019fff18-70b8-7988-8ed8-27d3f2814b47",
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      "subject_kind": "tool",
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      "detail": {
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      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b8-7988-8ed8-27d3f2814b47"
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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_grounded"
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      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b8-7ecc-bb65-7d9a633fa6ac"
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    {
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      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "from_value": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b9-7563-ad1f-7784993ead6f"
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    {
      "id": "chg_019fff18-70b9-7b1a-a105-80a1219a2432",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "resolve_entity",
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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": "resolve_entity"
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      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “resolve_entity” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70b9-7b1a-a105-80a1219a2432"
    },
    {
      "id": "chg_019fff18-70ba-7150-a5e2-4a04386f78d5",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "validate_claim",
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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": "validate_claim"
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      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "Tool “validate_claim” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70ba-7150-a5e2-4a04386f78d5"
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    {
      "id": "chg_019fff18-70ba-7724-a619-a56970605cc4",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "to_code": null,
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      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-14",
      "occurred_at": "2026-08-14 07:06:59.506972+00",
      "observed_since": "2026-08-13",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019fff18-70ba-7724-a619-a56970605cc4"
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    {
      "id": "chg_019ff9f2-180b-7058-8023-f2b65cab9307",
      "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,
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        "tool": "forget"
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      "occurred_on": "2026-08-13",
      "occurred_at": "2026-08-13 07:07:00.395654+00",
      "observed_since": "2026-08-12",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019ff9f2-180b-7058-8023-f2b65cab9307"
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    {
      "id": "chg_019ff9f2-1817-71e0-9d3a-072cc6c3c07b",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
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      "occurred_on": "2026-08-13",
      "occurred_at": "2026-08-13 07:07:00.395654+00",
      "observed_since": "2026-08-12",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019ff9f2-1817-71e0-9d3a-072cc6c3c07b"
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    {
      "id": "chg_019ff9f2-1819-7ed4-9a09-3db398887bde",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "materiality": "security",
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      "occurred_at": "2026-08-13 07:07:00.395654+00",
      "observed_since": "2026-08-12",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019ff9f2-1819-7ed4-9a09-3db398887bde"
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    {
      "id": "chg_019ff9f2-181a-7637-aabb-8393852bbee5",
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      "family": "",
      "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": "2026-08-13",
      "occurred_at": "2026-08-13 07:07:00.395654+00",
      "observed_since": "2026-08-12",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-launch-library/launch-library-mcp#chg-chg_019ff9f2-181a-7637-aabb-8393852bbee5"
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    {
      "id": "chg_019ff9f2-181b-7155-9399-3d9799742647",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "source": "scan",
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      "source": "scan",
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