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-openstates/openstates-mcp#chg-chg_01a0acc0-825b-78d0-9d02-7aa896c1e552https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0acc0-825b-78d0-9d02-7aa896c1e552Stability (pass → fail). Compared against 2026-09-16.Thu, 17 Sep 2026 00:24:52 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0acc0-825e-75a1-9dfe-a25f51d45adbhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0acc0-825e-75a1-9dfe-a25f51d45adbAuthorization (fail → unverified). Compared against 2026-09-16.Thu, 17 Sep 2026 00:24:52 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0acc0-8261-71cd-8945-165eef10307bhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0acc0-8261-71cd-8945-165eef10307bTool safety (pass → unverified). Compared against 2026-09-16.Thu, 17 Sep 2026 00:24:52 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b456-7baf-8d69-209bad01803ehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b456-7baf-8d69-209bad01803eAuthorization (unverified → fail). Compared against 2026-09-15.Wed, 16 Sep 2026 00:13:27 GMTcriticalregressioncheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b460-7b33-8020-7bce8d9b3fachttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b460-7b33-8020-7bce8d9b3facInjection markers (unverified → pass). Compared against 2026-09-15.Wed, 16 Sep 2026 00:13:27 GMTsecurityimprovementcheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b464-768a-826a-481d5dfad538https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a78f-b464-768a-826a-481d5dfad538Stability (fail → pass). Compared against 2026-09-15.Wed, 16 Sep 2026 00:13:27 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0085-7932-83e3-3b750d24dc25https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0085-7932-83e3-3b750d24dc25Stability (pass → fail). Compared against 2026-09-14.Tue, 15 Sep 2026 00:17:27 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0087-78b5-b32a-8859e8cfbd6fhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0087-78b5-b32a-8859e8cfbd6fAuthorization (fail → unverified). Compared against 2026-09-14.Tue, 15 Sep 2026 00:17:27 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0088-70e2-8a8e-bd14fe650231https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0a26d-0088-70e2-8a8e-bd14fe650231Tool safety (pass → unverified). Compared against 2026-09-14.Tue, 15 Sep 2026 00:17:27 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfa-7687-9681-10e499a997dchttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfa-7687-9681-10e499a997dcAuthorization (pass → fail). Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfb-7931-afc6-cd846a965e38https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfb-7931-afc6-cd846a965e38Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfc-7557-ada0-b54394dc3c7chttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfc-7557-ada0-b54394dc3c7cTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfc-7bcd-8c03-e9748d8f1055https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfc-7bcd-8c03-e9748d8f1055Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfd-71ab-ae07-550a27d3ba4ahttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfd-71ab-ae07-550a27d3ba4aTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfd-7cba-8543-8a85c00c06b5https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfd-7cba-8543-8a85c00c06b5Tool “polymarket_arbitrage” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfe-7216-9b9f-5cf936348eb2https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccfe-7216-9b9f-5cf936348eb2Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccff-7920-a4a8-9d4edb095489https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09d45-ccff-7920-a4a8-9d4edb095489The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-13.Mon, 14 Sep 2026 00:16:32 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a5-7143-b185-114c9f939e71https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a5-7143-b185-114c9f939e71Authorization (fail → pass). Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a6-7878-832e-5bc3b55d9247https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a6-7878-832e-5bc3b55d9247Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a6-7d9e-b8b0-6ebff872ca36https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a6-7d9e-b8b0-6ebff872ca36Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-721a-9448-b6224246ba46https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-721a-9448-b6224246ba46Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-76ab-9728-bb5e23deaeabhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-76ab-9728-bb5e23deaeabTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-7b18-b9bf-f8ab222cdd72https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a09825-06a7-7b18-b9bf-f8ab222cdd72The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-12.Sun, 13 Sep 2026 00:22:38 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f366-7abf-952b-7c28edc00217https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f366-7abf-952b-7c28edc00217Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f369-74df-a608-1174fef78102https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f369-74df-a608-1174fef78102Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f369-79d9-ae95-39190b8a8e1ahttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f369-79d9-ae95-39190b8a8e1aTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36c-786c-9a93-a223193a2979https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36c-786c-9a93-a223193a2979Tool “bet_research” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36d-77e5-83e6-d77e9524a5e2https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36d-77e5-83e6-d77e9524a5e2Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36e-7cdb-a3a0-bfd52fef40a8https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f36e-7cdb-a3a0-bfd52fef40a8Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f371-7109-a4ba-c3a1e73e0dbdhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a092ec-f371-7109-a4ba-c3a1e73e0dbdThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-11.Sat, 12 Sep 2026 00:03:17 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f668-76b1-9b3f-c0b50b60905fhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f668-76b1-9b3f-c0b50b60905fAuthorization (pass → fail). Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66b-7387-a194-f9196c6456e3https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66b-7387-a194-f9196c6456e3Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66b-7a0c-a4da-ef3b41247dd0https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66b-7a0c-a4da-ef3b41247dd0Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66c-7742-9f03-39b3454a14e6https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66c-7742-9f03-39b3454a14e6Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66c-7b7a-a821-c1da4156547fhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66c-7b7a-a821-c1da4156547fTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66d-7766-97e5-ef3c903e3b3dhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a08dc5-f66d-7766-97e5-ef3c903e3b3dThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-10.Fri, 11 Sep 2026 00:02:36 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f02c-762b-8ba4-9503aaef3867https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f02c-762b-8ba4-9503aaef3867Authorization (fail → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f02f-7c95-a154-8697cd6e9db5https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f02f-7c95-a154-8697cd6e9db5Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f030-7458-9454-1ffa50c45680https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f030-7458-9454-1ffa50c45680Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f030-7d13-b82b-5061343f9e75https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f030-7d13-b82b-5061343f9e75Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f031-796c-b386-4c3d4d0f5f09https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f031-796c-b386-4c3d4d0f5f09Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f035-7635-9bdb-a141b79b548ehttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a088a2-f035-7635-9bdb-a141b79b548eThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-09.Thu, 10 Sep 2026 00:06:14 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-780d-72b5-b8eb-1387d0228372https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-780d-72b5-b8eb-1387d0228372Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-08.Wed, 09 Sep 2026 00:05:01 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7815-7b11-be17-9e770bd767c3https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7815-7b11-be17-9e770bd767c3Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-08.Wed, 09 Sep 2026 00:05:01 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7816-749f-8a6c-cefb53c5dce1https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7816-749f-8a6c-cefb53c5dce1Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-08.Wed, 09 Sep 2026 00:05:01 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7818-7c24-8071-56fd54eef2e8https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7818-7c24-8071-56fd54eef2e8Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-08.Wed, 09 Sep 2026 00:05:01 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7819-73cb-ad12-67b588e9878chttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a0837b-7819-73cb-ad12-67b588e9878cThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-08.Wed, 09 Sep 2026 00:05:01 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a5f-7d90-b417-2d6b1e866eb2https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a5f-7d90-b417-2d6b1e866eb2Authorization (pass → fail). Compared against 2026-09-07.Tue, 08 Sep 2026 00:12:48 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a61-7a7a-8763-a6a3c6300fdbhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a61-7a7a-8763-a6a3c6300fdbTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 00:12:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a62-7481-adda-49da1072fb74https://verifymcp.io/servers/pipeworx-io-openstates/openstates-mcp#chg-chg_01a07e5c-3a62-7481-adda-49da1072fb74Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 00:12:48 GMTsecurityneutraltool.description_changed