{
  "server": "pipeworx-io-always-seven",
  "component": "always-seven-mcp",
  "generated_at": "2026-08-03T23:45:40.795Z",
  "tracking_since": "2026-07-26",
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  },
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      "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-always-seven/always-seven-mcp#chg-chg_019fc5ca-190e-7b87-a0df-a4f5b30cd3d9"
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    {
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      "occurred_at": "2026-08-03 04:03:03.985933+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-always-seven/always-seven-mcp#chg-chg_019fc5ca-190c-7c21-860a-40a2196baed7"
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    {
      "id": "chg_019fc5ca-190f-7d57-86ea-e434d3f9e8d8",
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      "occurred_at": "2026-08-03 04:03:03.985933+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-always-seven/always-seven-mcp#chg-chg_019fc5ca-190f-7d57-86ea-e434d3f9e8d8"
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    {
      "id": "chg_019fc5ca-190f-74a1-a35c-03a98486811a",
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      "subject_kind": "tool",
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        "tool": "deep_research"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:03:03.985933+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-always-seven/always-seven-mcp#chg-chg_019fc5ca-190f-74a1-a35c-03a98486811a"
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    {
      "id": "chg_019fc5ca-190e-713f-a7f3-f067b554dfcc",
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      "detail": {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:03:03.985933+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-always-seven/always-seven-mcp#chg-chg_019fc5ca-190e-713f-a7f3-f067b554dfcc"
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    {
      "id": "chg_019fc0a5-b86d-726a-a0c1-af9c5ce00a0a",
      "kind": "tool.description_changed",
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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 04:05:13.949327+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-always-seven/always-seven-mcp#chg-chg_019fc0a5-b86d-726a-a0c1-af9c5ce00a0a"
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    {
      "id": "chg_019fc0a5-b86d-7e96-818a-f99dfb7b9c5d",
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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 04:05:13.949327+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-always-seven/always-seven-mcp#chg-chg_019fc0a5-b86d-7e96-818a-f99dfb7b9c5d"
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    {
      "id": "chg_019fc0a5-b86d-7775-8b74-5068b44d6c07",
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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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:13.949327+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-always-seven/always-seven-mcp#chg-chg_019fc0a5-b86d-7775-8b74-5068b44d6c07"
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    {
      "id": "chg_019fc0a5-b86d-7b15-b1fa-c5a7f6003819",
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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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:13.949327+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-always-seven/always-seven-mcp#chg-chg_019fc0a5-b86d-7b15-b1fa-c5a7f6003819"
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    {
      "id": "chg_019fc0a5-b86c-7b13-b306-273acb429bb4",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:13.949327+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-always-seven/always-seven-mcp#chg-chg_019fc0a5-b86c-7b13-b306-273acb429bb4"
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    {
      "id": "chg_019fafd6-1f10-7841-bf4c-8ecae5cd51f1",
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      "family": "",
      "subject_kind": "server",
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      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+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-always-seven/always-seven-mcp#chg-chg_019fafd6-1f10-7841-bf4c-8ecae5cd51f1"
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    {
      "id": "chg_019fafd6-1f0e-79f4-867f-9efd3c06a9a5",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
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      "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": {
        "tool": "forget"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-always-seven/always-seven-mcp#chg-chg_019fafd6-1f0e-79f4-867f-9efd3c06a9a5"
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    {
      "id": "chg_019fafd6-1f0f-762f-9f95-b99a473e5cb0",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+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-always-seven/always-seven-mcp#chg-chg_019fafd6-1f0f-762f-9f95-b99a473e5cb0"
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    {
      "id": "chg_019fafd6-1f0f-7ad2-a681-a4506ac00701",
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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": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+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-always-seven/always-seven-mcp#chg-chg_019fafd6-1f0f-7ad2-a681-a4506ac00701"
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    {
      "id": "chg_019fafd6-1f0f-7edc-b33c-68f210fde1f3",
      "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_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+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-always-seven/always-seven-mcp#chg-chg_019fafd6-1f0f-7edc-b33c-68f210fde1f3"
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    {
      "id": "chg_019fafd6-1f10-7318-9b53-3c7327d60413",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 21:44:33.280901+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-always-seven/always-seven-mcp#chg-chg_019fafd6-1f10-7318-9b53-3c7327d60413"
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    {
      "id": "chg_019faa54-fcc7-7da6-aca0-e6e40ffadf02",
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      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+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-always-seven/always-seven-mcp#chg-chg_019faa54-fcc7-7da6-aca0-e6e40ffadf02"
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    {
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      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+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-always-seven/always-seven-mcp#chg-chg_019faa54-fcc7-7922-b44f-4e4ef353e4d3"
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    {
      "id": "chg_019faa54-fcc7-7473-973b-d40590cd4516",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+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-always-seven/always-seven-mcp#chg-chg_019faa54-fcc7-7473-973b-d40590cd4516"
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    {
      "id": "chg_019faa54-fcc7-7001-bddb-f38061f47e96",
      "kind": "tool.description_changed",
      "family": "",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+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-always-seven/always-seven-mcp#chg-chg_019faa54-fcc7-7001-bddb-f38061f47e96"
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    {
      "id": "chg_019faa54-fcc6-7ac3-beb9-8d583091003c",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+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-always-seven/always-seven-mcp#chg-chg_019faa54-fcc6-7ac3-beb9-8d583091003c"
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    {
      "id": "chg_019faa54-fcc6-7393-a5bb-61ebb19c0bea",
      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 20:05:24.282448+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-always-seven/always-seven-mcp#chg-chg_019faa54-fcc6-7393-a5bb-61ebb19c0bea"
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  "days": [
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    {
      "date": "2026-08-02",
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    {
      "date": "2026-07-31",
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      "attribution": null,
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