Monthly AI Agent Checkup for Claude Code Optimization

Monthly AI Agent Checkup for Claude Code Optimization

The 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.

What this skill does

• Measure: 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.
• Drift: 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.
• Trim: Reviews `AGENTS.md` and associated rules files to eliminate redundancy, confirming that all documentation reflects the current codebase accurately and succinctly.
• Load Analysis: 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.

Who it is for

This 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.

Use cases

• Regularly assess and optimize AI agent setup and performance.
• Identify unused or redundant components that may bloat the codebase.
• Ensure cost-effective usage of API resources in development projects.
• Stay informed on how recent changes or code drift affect the current setup.

Technical details

• Uses agent-harness, aiapplication, and checkup skills.
• Operates scripts using Python via the command line interface.
• Requires access to Claude Code setup, including `AGENTS.md` and rule files, as well as the capability to update these as needed.

Source & Licence

This package is built on open-source work published by cgoinglove (cgoinglove/thursday) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.