{"product_id":"ai-agent-drain-optimize-your-gate-evaluations-effortlessly","title":"AI Agent Drain: Optimize Your Gate Evaluations Effortlessly","description":"\u003ch3\u003eAI Agent Drain: Optimize Your Gate Evaluations Effortlessly\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Agent Drain is a capability package for AI coding agents like Claude Code, Cursor, and Codex, designed to assist developers by running an on-demand evaluation of gate deferrals in spec bundles. This skill enables the evaluation of structured gate conditions, surfaces date and free-text gates, reports malformed entries, and makes visible the unmined state of observation logs, all in a read-only manner.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eExecutes an on-demand drain pass over spec bundles' Gate deferral entries using the command `\/drain`.\u003c\/li\u003e\n  \u003cli\u003eEvaluates structured `GATE(when: …)` conditions against the closed grammar.\u003c\/li\u003e\n  \u003cli\u003eSurfaces date and free-text gates in a format for manual assessment.\u003c\/li\u003e\n  \u003cli\u003eReports any malformed gate entries encountered during evaluation.\u003c\/li\u003e\n  \u003cli\u003eDisplays the unmined state of the observations log without resolving or dropping any entries.\u003c\/li\u003e\n  \u003cli\u003eUtilizes a shared gate evaluator that's accessible via scheduled entry points but cannot independently parse gates.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is ideal for software developers and teams who are utilizing AI coding agents such as Claude Code, Cursor, and Codex to manage and evaluate gate deferral entries in their project specifications.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEvaluating project specification gates to ensure compliance with predefined conditions.\u003c\/li\u003e\n  \u003cli\u003eIdentifying and manually addressing any malformed gate entries within development projects.\u003c\/li\u003e\n  \u003cli\u003eMonitoring the state of observation logs associated with AI agent-managed tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eInitiate the process with the command `\/drain` for an on-demand evaluation.\u003c\/li\u003e\n  \u003cli\u003eThe evaluator script is located at `\/scripts\/drain-gates.sh` and requires the existence of a `specs\/` directory within the repository.\u003c\/li\u003e\n  \u003cli\u003eSupports integration with AI coding tools like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eFollows the `accumulator-taxonomy` doctrine for normative semantics, ensuring consistent evaluation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003einkatze\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/inkatze\/planwright\" rel=\"nofollow noopener\" target=\"_blank\"\u003einkatze\/planwright\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52904639332663,"sku":"MCP-INKATZE-PLANWRIGHT-DRAIN","price":33.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/6hebsEd9Xoibdyh-ptbsc_bcc2566654734b54ab681690442baf06.jpg?v=1787821844","url":"https:\/\/mcpcart.com\/products\/ai-agent-drain-optimize-your-gate-evaluations-effortlessly","provider":"SPF PRO","version":"1.0","type":"link"}