Optimize Claude Spend: AI Token-Doctor for Code Efficiency

Optimize Claude Spend: AI Token-Doctor for Code Efficiency

Unlock the power of precise token cost diagnosis with the AI Token-Doctor, your indispensable tool for optimizing Claude Code and Codex expenses. This specialized diagnostic skill provides an in-depth analysis of your AI agent activity, pinpointing exactly where your token spend goes, and how to manage it effectively.

What this skill does

• Conducts a personal diagnosis of your Claude Code and Cowork usage, delivering insights directly in your terminal.
• Analyzes local transcripts to showcase conversation length distribution, marathon share, and cache rebuild costs.
• Offers per-project diagnostics to highlight both efficient and problematic projects.
• Composes a detailed markdown report by deploying parallel Haiku subagents over your most significant sessions.
• Facilitates informed decisions with actionable insights on high token usage.

Use cases

• Analyze why your Claude spend is unexpectedly high and control token wastage.
• Audit and optimize your AI habits to improve overall efficiency and cost-effectiveness.
• Diagnose specific projects that contribute to larger token usage, allowing for targeted improvements.
• Answer critical questions such as "Where am I burning tokens?" with precise, data-backed insights.

Technical details

• Compatible with Claude Code, Cowork, and Codex platforms.
• Utilizes scripts/inventory.py to seamlessly detect the host platform.
• Integrates with Codex via per-response token_count events using OpenAI's pricing rates.
• Excluded from Antigravity due to encryption and absence of parseable token data.
• Features a two-stage diagnostic process: a rapid terminal report and an in-depth optional markdown analysis.

Source & Licence

This package is built on open-source work published by techwolf-ai (techwolf-ai/ai-first-toolkit) 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.