<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Kalshi · kalshi-mcp · changes | VerifyMCP</title><description>Recorded changes to this MCP component: tools, parameters, capabilities, advisories and trust-score checks. Security-relevant changes by default; append ?materiality=all for everything.</description><link>https://verifymcp.io</link><atom:link href="https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp/changelog.xml" rel="self" type="application/rss+xml"/><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce1-74d0-94da-e2f3a7a2f7e6</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce1-74d0-94da-e2f3a7a2f7e6</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 07:03:42 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7cdf-75f4-82e7-f7b214513a93</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7cdf-75f4-82e7-f7b214513a93</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 07:03:42 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7cdd-7bc9-9210-e03f95add305</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7cdd-7bc9-9210-e03f95add305</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 07:03:42 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce2-7912-af28-3e029d41bfc1</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce2-7912-af28-3e029d41bfc1</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 07:03:42 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce1-7a16-9bf2-8af1843ac613</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc66f-7ce1-7a16-9bf2-8af1843ac613</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 07:03:42 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130e-7aac-b9ed-98dd685693b7</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130e-7aac-b9ed-98dd685693b7</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 07:06:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-1310-78da-9f7d-fbb9051288c3</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-1310-78da-9f7d-fbb9051288c3</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 07:06:56 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-1310-728c-adec-731acfa7b1c7</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-1310-728c-adec-731acfa7b1c7</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 07:06:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130f-7c20-8f41-59e6ec19d69d</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130f-7c20-8f41-59e6ec19d69d</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 07:06:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130f-74f7-ae42-f7c82135ef4d</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fc14c-130f-74f7-ae42-f7c82135ef4d</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 07:06:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-705b-b897-357d50ef2d17</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-705b-b897-357d50ef2d17</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 07:06:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3255-7534-8f40-d42dac12d883</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3255-7534-8f40-d42dac12d883</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 07:06:22 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-7b70-b124-85bc629f2394</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-7b70-b124-85bc629f2394</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 07:06:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-7ec9-a088-7a50015ad4a0</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-7ec9-a088-7a50015ad4a0</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 07:06:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-76a7-8db6-39bf9058be47</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fbc25-3254-76a7-8db6-39bf9058be47</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 07:06:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e801-7757-9d39-8d5f4220e010</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e801-7757-9d39-8d5f4220e010</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[CRITICAL] kalshi-mcp: Authorization (unverified → fail)</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e7ff-7810-8015-da966c6bf6b2</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e7ff-7810-8015-da966c6bf6b2</guid><description>Authorization (unverified → fail). Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>critical</category><category>regression</category><category>check.reverified</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e7ff-7db2-95ca-ef8f9281ea1c</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e7ff-7db2-95ca-ef8f9281ea1c</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-7453-a400-1a08f59e617a</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-7453-a400-1a08f59e617a</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-796a-90d2-aa0ea7c3554e</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-796a-90d2-aa0ea7c3554e</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-7f32-822c-fec5115b38d0</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fb375-e800-7f32-822c-fec5115b38d0</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-29.</description><pubDate>Thu, 30 Jul 2026 14:37:56 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a9-70f9-a098-f0bbbdd524c5</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a9-70f9-a098-f0bbbdd524c5</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a5-7326-bcd9-59db0f8a5d8f</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a5-7326-bcd9-59db0f8a5d8f</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a4-7d5e-9327-eec60a625a28</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a4-7d5e-9327-eec60a625a28</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a4-7398-a76f-b42c91bd693e</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a4-7398-a76f-b42c91bd693e</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a3-7bb5-9128-98b0e556ced9</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a3-7bb5-9128-98b0e556ced9</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Authorization (fail → unverified)</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a0-7942-b6ed-b7d2604c5adc</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019faea4-c0a0-7942-b6ed-b7d2604c5adc</guid><description>Authorization (fail → unverified). Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 16:11:00 GMT</pubDate><category>security</category><category>regression</category><category>check.unverifiable</category></item><item><title>[CRITICAL] kalshi-mcp: Authorization (unverified → fail)</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8983-7cfb-b632-deae6472ae29</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8983-7cfb-b632-deae6472ae29</guid><description>Authorization (unverified → fail). Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>critical</category><category>regression</category><category>check.reverified</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-74c7-b984-ad0268249a00</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-74c7-b984-ad0268249a00</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8985-795e-804e-8f70bd7c3239</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8985-795e-804e-8f70bd7c3239</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8985-74ea-a737-b3d1f70e0628</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8985-74ea-a737-b3d1f70e0628</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-7eec-94a4-2d22b8cc80ff</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-7eec-94a4-2d22b8cc80ff</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] kalshi-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-7a71-a815-36bd104b2c1c</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-kalshi/kalshi-mcp#chg-chg_019fa95f-8984-7a71-a815-36bd104b2c1c</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 15:37:18 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item></channel></rss>