{"product_id":"master-ai-decisions-with-deadeye-gain-for-claude-codex","title":"Master AI Decisions with Deadeye Gain for Claude \u0026 Codex","description":"\u003ch3\u003eMaster AI Decisions with Deadeye Gain for Claude \u0026amp; Codex\u003c\/h3\u003e\n\u003cp\u003eDeadeye Gain is a toolset for enhancing decision-making capabilities within AI coding environments like Claude Code and Codex. It collects and reports measured decision logs to aid developers and teams in assessing and optimizing AI-driven code generation processes.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eExecutes the command `deadeye gain` to report metrics via a scoreboard derived from actual decision logs.\u003c\/li\u003e\n  \u003cli\u003eUtilizes `~\/.deadeye\/decisions.jsonl` to collate real measured bytes from command runs and labels them accurately as measurements or estimates.\u003c\/li\u003e\n  \u003cli\u003eIdentifies shortcuts taken within repositories (located under `\/deadeye-debt`) and highlights further possible optimizations (`\/deadeye-sweep`).\u003c\/li\u003e\n  \u003cli\u003eProvides explanations for any empty logs as generated by the tool itself.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill benefits developers and technical teams utilizing AI coding agents such as Claude Code, Cursor, and Codex to enhance decision-making efficiency. It's particularly useful for those aiming to systematically assess and refine AI-driven coding processes through precise data metrics.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAssessing the efficiency of AI-generated code by comparing actual run data against estimated metrics.\u003c\/li\u003e\n  \u003cli\u003eIdentifying and prioritizing code shortcuts that have been implemented and potential areas for further optimization within a project's codebase.\u003c\/li\u003e\n  \u003cli\u003eEnabling team accountability and decision transparency in collaborative AI development environments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompatible with Claude Code and Codex environments.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with the Deadeye framework, specifically utilizing `deadeye gain` for data gathering.\u003c\/li\u003e\n  \u003cli\u003eGenerates outputs directly from the `~\/.deadeye\/decisions.jsonl` file for accuracy and transparency.\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\u003edeepaksinghcs14\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/deepaksinghcs14\/deadeye-cc\" rel=\"nofollow noopener\" target=\"_blank\"\u003edeepaksinghcs14\/deadeye-cc\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":52885853110583,"sku":"MCP-DEEPAKSINGHCS14-DEADEYE-CC-DEADEYE-GAIN","price":5.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/qZcGDubYTQnlKSg4eOJr1_181cc071a3f24ec09437ef3163f8ce0d.jpg?v=1787482979","url":"https:\/\/mcpcart.com\/products\/master-ai-decisions-with-deadeye-gain-for-claude-codex","provider":"SPF PRO","version":"1.0","type":"link"}