{"product_id":"monthly-ai-agent-checkup-for-claude-code-optimization","title":"Monthly AI Agent Checkup for Claude Code Optimization","description":"\u003ch3\u003eMonthly AI Agent Checkup for Claude Code Optimization\u003c\/h3\u003e\n\n\u003cp\u003eThe Monthly AI Agent Checkup skill conducts a detailed analysis of your Claude Code setup and usage, providing insights into session configurations, cost assessments, code drift, and recent changes. This routine assessment assists in managing resources effectively and maintaining an optimized code environment.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003e\n\u003cstrong\u003eMeasure:\u003c\/strong\u003e Executes a measurement process via `measure.py` script to evaluate the context per session turn, session length, and editing behaviors. This includes an API cost analysis based on the latest list prices, cross-referenced with the provider's documentation.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eDrift:\u003c\/strong\u003e Utilizes `drift.py` to identify and report obsolete rules and names no longer existing in the Claude Code setup, ensuring operational accuracy by prompting necessary corrections or removals.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eTrim:\u003c\/strong\u003e Reviews `AGENTS.md` and associated rules files to eliminate redundancy, confirming that all documentation reflects the current codebase accurately and succinctly.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eLoad Analysis:\u003c\/strong\u003e Lists active project and user skills, as well as enabled plugins and connectors. Items unused for a prolonged period are flagged for potential deactivation, supporting efficient resource management.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill benefits developers and teams utilizing AI coding agents such as Claude Code, Cursor, or Codex, aiding them in maintaining a streamlined, cost-effective, and up-to-date coding environment.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRegularly assess and optimize AI agent setup and performance.\u003c\/li\u003e\n    \u003cli\u003eIdentify unused or redundant components that may bloat the codebase.\u003c\/li\u003e\n    \u003cli\u003eEnsure cost-effective usage of API resources in development projects.\u003c\/li\u003e\n    \u003cli\u003eStay informed on how recent changes or code drift affect the current setup.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUses agent-harness, aiapplication, and checkup skills.\u003c\/li\u003e\n    \u003cli\u003eOperates scripts using Python via the command line interface.\u003c\/li\u003e\n    \u003cli\u003eRequires access to Claude Code setup, including `AGENTS.md` and rule files, as well as the capability to update these as needed.\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\u003ecgoinglove\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/cgoinglove\/thursday\" rel=\"nofollow noopener\" target=\"_blank\"\u003ecgoinglove\/thursday\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":53010607669559,"sku":"MCP-CGOINGLOVE-THURSDAY-CHECKUP","price":26.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/PIVn14CKbAeIQSK3xtKut_c1ca45407c7342fbacb3651548493362.jpg?v=1789819480","url":"https:\/\/mcpcart.com\/products\/monthly-ai-agent-checkup-for-claude-code-optimization","provider":"SPF PRO","version":"1.0","type":"link"}