Chisle-Audit: AI Skill for Efficient Code & Prose Optimization

Chisle-Audit: AI Skill for Efficient Code & Prose Optimization

Chisle-Audit provides a one-shot efficiency audit of code and prose to identify opportunities for optimization. It serves to enhance codebase maintainability by flagging over-engineered code and excessive prose in a single pass. This tool does not modify any content; it generates a ranked report of potential optimizations for review.

What this skill does

Chisle-Audit analyzes code and prose to suggest reductions and optimizations without making direct modifications. It identifies:

• Reinvented standard library functions or utilities.
• Abstractions with a single implementation.
• Unnecessary dependencies.
• Unused configuration options.
• Speculative scaffolding without current usage.
• Verbose code where simpler solutions exist.
• Bloated prose, including verbose comments and redundant documentation sections.

Who it is for

This skill is designed for software developers and development teams using AI coding assistants like Claude Code, Cursor, and Codex, who are focused on refining both their code output and associated documentation.

Use cases

• Reviewing pull requests for potential code and prose optimizations.
• Conducting efficiency audits of entire repositories or specific files.
• Identifying and prioritizing areas of improvement in large codebases.
• Streamlining documentation alongside code for better maintainability.

Technical details

Chisle-Audit integrates with AI tools like Claude Code, Cursor, and Codex. It performs read-only scans on either the current git diff, specified file/directory, or the entire repository, except for certain files like node_modules or lockfiles.

Source & Licence

This package is built on open-source work published by JayPokale (JayPokale/Chisle) 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.