AI Ledger Report: Optimize Codebase Decisions Seamlessly

AI Ledger Report: Optimize Codebase Decisions Seamlessly

The AI Ledger Report skill provides a detailed analysis of codebase decision-making, presenting a mastery map that highlights areas of focus within your project. It is designed to inform developers of the state of their code decisions at key moments, such as commits or pull requests, without interrupting ongoing tasks.

What this skill does

• Generates a mastery map of the codebase, identifying well-supported and less supported areas.
• Runs analyses at commit points, pull requests, or upon explicit request, ensuring insights are available at natural stop points in the workflow.
• Provides a report on defended and underdefended decisions within the codebase, helping developers understand where to focus their efforts.
• Operates without offering prescriptive advice, delivering only the information needed to make informed decisions.

Who it is for

• Software developers using AI coding agents such as Claude Code, Cursor, or Codex.
• Development teams seeking to improve their codebase decision awareness without invasive guidance.
• Project managers looking for tools that provide high-level insights into code defense without affecting developers' workflows.

Use cases

• A developer commits code changes and uses AI Ledger Report to identify areas of the patch that may require additional defense or attention.
• During a pull request review, the report provides insights into the project's decision points, helping the review process focus on underdefended areas.
• A team carries out a code audit and utilises the skill to map the current state of decision-making throughout the codebase.

Technical details

• This AI agent skill is compatible with Claude Code, Cursor, and Codex.
• Installation options include a comprehensive `install.sh` script or a skills registry for directory-specific setup.
• The toolset includes `ledger-report`, which can be triggered via command line to generate reports, check for revisitable concepts, and analyze user defenses across projects.

For authorised security testing, defensive research, and educational use only.

Source & Licence

This package is built on open-source work published by Dupflo (Dupflo/decision-ledger) 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.