Track Complexity Trends with AI Ratchet Ledger Tool

Track Complexity Trends with AI Ratchet Ledger Tool

The AI Ratchet Ledger Tool monitors and reports on code complexity trends within a repository by recording real measures, not estimates. This skill is designed to analyze session data to determine whether a project is becoming more complex or simpler over time. It tracks session entries, baseline marks, and developer shortcuts to provide a comprehensive overview of codebase changes.

What this skill does

• Trend Analysis: Reads data from the `.ratchet/ledger.jsonl` file, presenting the last ten session entries. Each entry includes the session date, mode, lines added, new dependencies introduced, categorized findings by tag, and the repository line count. It highlights trends by noting sequential line count increases across sessions.
• Mark Evaluation: Accesses the `.ratchet/mark.json` to compare the current repository state against the pre-established high water mark. It reports whether the current complexity is within acceptable limits or if adjustments are needed.
• Shortcut Identification: Identifies ratchet shortcuts in the code by searching for comments with the `ratchet:` tag. It lists them by file, offering details on the ceiling and the upgrade trigger that each shortcut sets.

Who it is for

This tool is especially beneficial for developers and teams utilizing AI coding agents like Claude Code, Cursor, and Codex, seeking to maintain and optimize the complexity of their codebases over time.

Use cases

• Regularly monitoring project complexity to ensure coding standards are maintained during development cycles.
• Assisting team leads in identifying points of unnecessary complexity growth and prompting early intervention.
• Providing a framework for code quality assessments during peer reviews, focusing on complexity trends.

Technical details

• Utilizes AI-agent capabilities for analyzing session logs and complexity measures.
• Integrates seamlessly with AI applications like Claude Code, Cursor, and Codex.
• Operates by analyzing `.ratchet` directory files within the repository structure.

Source & Licence

This package is built on open-source work published by 0xwilliamortiz (0xwilliamortiz/ratchet) 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.