Recorded changes to this MCP component: tools, parameters, capabilities, advisories and trust-score checks. Security-relevant changes by default; append ?materiality=all for everything.https://verifymcp.iohttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e50-766e-8445-76c0f040fe8dhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e50-766e-8445-76c0f040fe8dStability (pass → unverified). Compared against 2026-09-25.Sat, 26 Sep 2026 10:23:58 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e51-7bbc-a82b-a28e251ccc89https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e51-7bbc-a82b-a28e251ccc89Authorization (fail → unverified). Compared against 2026-09-25.Sat, 26 Sep 2026 10:23:58 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e52-71e8-b815-dd4e20494a29https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0dd3e-3e52-71e8-b815-dd4e20494a29Tool safety (pass → unverified). Compared against 2026-09-25.Sat, 26 Sep 2026 10:23:58 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ea-7ed2-88ef-94b19c2b1169https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ea-7ed2-88ef-94b19c2b1169Authorization (pass → unverified). Compared against 2026-09-12.Sun, 13 Sep 2026 10:20:35 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ec-7299-b212-ac47a34168dahttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ec-7299-b212-ac47a34168daStability (pass → fail). Compared against 2026-09-12.Sun, 13 Sep 2026 10:20:35 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ec-7814-a180-c710fe61c0b0https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09a48-77ec-7814-a180-c710fe61c0b0Tool safety (pass → unverified). Compared against 2026-09-12.Sun, 13 Sep 2026 10:20:35 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d30-71e9-9db7-5dcd33804651https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d30-71e9-9db7-5dcd33804651Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d31-74d9-a3ae-57623581d3fdhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d31-74d9-a3ae-57623581d3fdTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d31-7a3a-86b7-c13045a57ee4https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d31-7a3a-86b7-c13045a57ee4Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d32-7072-a075-5fafc7900fb4https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d32-7072-a075-5fafc7900fb4Tool “bet_research” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d32-7a1a-a8fb-bf563b62ae5chttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d32-7a1a-a8fb-bf563b62ae5cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d33-708d-b90b-f84f45e15f16https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d33-708d-b90b-f84f45e15f16Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d33-7900-94dc-3461744ad447https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a09523-3d33-7900-94dc-3461744ad447The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-11.Sat, 12 Sep 2026 10:21:49 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a085a4-99cb-70e4-9ded-843e34a967e2https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a085a4-99cb-70e4-9ded-843e34a967e2Authorization (fail → pass). Compared against 2026-09-08.Wed, 09 Sep 2026 10:09:12 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650a-70c6-8043-a63ccc9e957ehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650a-70c6-8043-a63ccc9e957eTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 10:06:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650d-77d3-ad86-0bcc303f914ehttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650d-77d3-ad86-0bcc303f914eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 10:06:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650f-7a03-ac76-c78fdc843d80https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-650f-7a03-ac76-c78fdc843d80Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 10:06:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-6510-7490-929d-61b862703a68https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-6510-7490-929d-61b862703a68Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 10:06:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-6512-74f8-a1d9-d04d1cdc416bhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0807b-6512-74f8-a1d9-d04d1cdc416bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-07.Tue, 08 Sep 2026 10:06:05 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f5d-7edc-8a50-abacf01929a5https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f5d-7edc-8a50-abacf01929a5Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 10:05:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f61-7da8-8203-fc58e4b1e189https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f61-7da8-8203-fc58e4b1e189Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 10:05:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f62-763d-a5f2-98c7028b3330https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f62-763d-a5f2-98c7028b3330Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 10:05:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f62-7c1a-b860-c7372b9d1c8chttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f62-7c1a-b860-c7372b9d1c8cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 10:05:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f63-795c-a75b-578f95179a5ahttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07b54-8f63-795c-a75b-578f95179a5aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-06.Mon, 07 Sep 2026 10:05:33 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca3-7d2d-b475-98abc34d9860https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca3-7d2d-b475-98abc34d9860Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 10:02:28 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca6-7884-8fc4-846b0f24cd17https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca6-7884-8fc4-846b0f24cd17Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 10:02:28 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca6-7ca4-b33c-9678598750d5https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca6-7ca4-b33c-9678598750d5Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 10:02:28 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca7-71ce-ae96-c5c0d02c9780https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca7-71ce-ae96-c5c0d02c9780Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 10:02:28 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca7-7627-a190-427b17318b72https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a0762b-5ca7-7627-a190-427b17318b72The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-05.Sun, 06 Sep 2026 10:02:28 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c74-746d-9858-432672da7fb5https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c74-746d-9858-432672da7fb5Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 10:02:43 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c75-70a6-936b-e3934468ca6fhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c75-70a6-936b-e3934468ca6fTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 10:02:43 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c75-775d-90bb-00103581e1b6https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c75-775d-90bb-00103581e1b6Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 10:02:43 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c76-7290-b9df-c55f1182f28chttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c76-7290-b9df-c55f1182f28cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 10:02:43 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c76-785a-92bd-19aac2ca7304https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a07105-3c76-785a-92bd-19aac2ca7304The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-04.Sat, 05 Sep 2026 10:02:43 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f6-7189-bf1f-eef3373b0a1fhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f6-7189-bf1f-eef3373b0a1fAuthorization (pass → fail). Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f6-7f22-a216-8e0c00d03c78https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f6-7f22-a216-8e0c00d03c78Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f7-76e0-8faa-67ad686a42efhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f7-76e0-8faa-67ad686a42efTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f8-70fc-8c00-8a60411f08b4https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f8-70fc-8c00-8a60411f08b4Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f8-76d9-9dfa-ab3f2317af40https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f8-76d9-9dfa-ab3f2317af40Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f9-75ef-8806-39064f52b749https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23f9-75ef-8806-39064f52b749Tool “entity_profile” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23fb-7b9c-b220-a5ce879ad3a5https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06bdf-23fb-7b9c-b220-a5ce879ad3a5The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-03.Fri, 04 Sep 2026 10:03:00 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55de-7014-ad3f-64205897448dhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55de-7014-ad3f-64205897448dAuthorization (fail → pass). Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55df-7576-a062-cf1311667094https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55df-7576-a062-cf1311667094Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55df-7d1f-b225-a00cb7e0eaechttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55df-7d1f-b225-a00cb7e0eaecTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-722f-a296-929f2512d2a4https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-722f-a296-929f2512d2a4Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-7637-b44c-a6c5c2e78288https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-7637-b44c-a6c5c2e78288Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-7afa-b847-d781e96e5bf7https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e0-7afa-b847-d781e96e5bf7Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e1-706d-8764-fd26fe489890https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a066b9-55e1-706d-8764-fd26fe489890The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-02.Thu, 03 Sep 2026 10:03:37 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06192-4ccc-7aca-894a-d6e2b7cc56aahttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06192-4ccc-7aca-894a-d6e2b7cc56aaTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 10:02:52 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06192-4ccd-78bf-a154-065137f930a9https://verifymcp.io/servers/pipeworx-io-doffin/doffin-mcp#chg-chg_01a06192-4ccd-78bf-a154-065137f930a9Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 10:02:52 GMTsecurityneutraltool.description_changed