{"product_id":"optimize-ai-costs-with-audit-usage-skill-for-claude-code","title":"Optimize AI Costs with Audit-Usage Skill for Claude Code","description":"\u003ch3\u003eOptimize AI Costs with Audit-Usage Skill for Claude Code\u003c\/h3\u003e\n\n\u003cp\u003eThis skill enables users to effectively track and analyze the execution costs associated with AI projects developed using Claude Code by reading and consolidating audit logs. It provides insights into resources spent per skill, execution duration, failure rates, and permissions granted for each run. It assists in answering the question of a project's overall cost, which individual reports may not address.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReads execution logs written to \u003ccode\u003e.claude\/audit-usage\/\u003c\/code\u003e by the \u003ccode\u003eaudit\u003c\/code\u003e hook.\u003c\/li\u003e\n  \u003cli\u003eConsolidates audit data across multiple runs, providing a summary of cost, duration, failure rates, and permissions involved in the execution of AI skills.\u003c\/li\u003e\n  \u003cli\u003eSupports explicit invocation only; does not autonomously modify logs.\u003c\/li\u003e\n  \u003cli\u003eDelivers all information in the same language as the reports, maintaining consistency.\u003c\/li\u003e\n  \u003cli\u003eInstructs users on enabling the audit trail if it is initially unavailable, allowing them to set up the environment correctly.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers using Claude Code who need to manage and optimize the financial aspects of AI project execution.\u003c\/li\u003e\n  \u003cli\u003eSoftware teams looking for detailed reporting on AI agent activity and resource usage.\u003c\/li\u003e\n  \u003cli\u003eProject managers requiring consolidated expenditure reports for budgeting and analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAggregating the cost associated with training and running AI models in a development environment.\u003c\/li\u003e\n  \u003cli\u003eAnalyzing execution failures to identify inefficiencies and optimize resource allocation for AI workflows.\u003c\/li\u003e\n  \u003cli\u003eTracking permissions granted during AI operations to ensure compliance and identify security-related issues.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eRequires reading from \u003ccode\u003e.claude\/audit-usage\/\u003c\/code\u003e directory, which stores execution trails generated by \u003ccode\u003eArchHook.java\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003eDoes not modify project code or log files; entirely read-only operation.\u003c\/li\u003e\n  \u003cli\u003eOutput is consistent with existing reporting language, suited for environments already using these logs.\u003c\/li\u003e\n  \u003cli\u003eIf audit files are absent, guides users to activate logging by setting up the necessary directory structure.\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\u003eice-lfernandes\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/ice-lfernandes\/claude-spring-architect\" rel=\"nofollow noopener\" target=\"_blank\"\u003eice-lfernandes\/claude-spring-architect\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":52994397176119,"sku":"MCP-ICE-LFERNANDES-CLAUDE-SPRING-ARCHITECT-AUDIT-USAGE","price":48.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/E46ygavt8HeaFgfj_GNWG_a66719a4c26348189ad2713355107e58.jpg?v=1789553265","url":"https:\/\/mcpcart.com\/products\/optimize-ai-costs-with-audit-usage-skill-for-claude-code","provider":"SPF PRO","version":"1.0","type":"link"}