{"product_id":"chisle-audit-ai-skill-for-efficient-code-prose-optimization","title":"Chisle-Audit: AI Skill for Efficient Code \u0026 Prose Optimization","description":"\u003ch3\u003eChisle-Audit: AI Skill for Efficient Code \u0026amp; Prose Optimization\u003c\/h3\u003e\n\n\u003cp\u003e\nChisle-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.\n\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cp\u003e\nChisle-Audit analyzes code and prose to suggest reductions and optimizations without making direct modifications. It identifies:\n\u003c\/p\u003e\n\u003cul\u003e\n    \u003cli\u003eReinvented standard library functions or utilities.\u003c\/li\u003e\n    \u003cli\u003eAbstractions with a single implementation.\u003c\/li\u003e\n    \u003cli\u003eUnnecessary dependencies.\u003c\/li\u003e\n    \u003cli\u003eUnused configuration options.\u003c\/li\u003e\n    \u003cli\u003eSpeculative scaffolding without current usage.\u003c\/li\u003e\n    \u003cli\u003eVerbose code where simpler solutions exist.\u003c\/li\u003e\n    \u003cli\u003eBloated prose, including verbose comments and redundant documentation sections.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003e\nThis 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.\n\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eReviewing pull requests for potential code and prose optimizations.\u003c\/li\u003e\n    \u003cli\u003eConducting efficiency audits of entire repositories or specific files.\u003c\/li\u003e\n    \u003cli\u003eIdentifying and prioritizing areas of improvement in large codebases.\u003c\/li\u003e\n    \u003cli\u003eStreamlining documentation alongside code for better maintainability.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003e\nChisle-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.\n\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eJayPokale\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/JayPokale\/Chisle\" rel=\"nofollow noopener\" target=\"_blank\"\u003eJayPokale\/Chisle\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52994380726583,"sku":"MCP-JAYPOKALE-CHISLE-CHISLE-AUDIT","price":13.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/yx_t9OJ6wGYOoe9vipwuQ_f5cead6431654978b5a7ea6a9bee54e9.jpg?v=1789552947","url":"https:\/\/mcpcart.com\/products\/chisle-audit-ai-skill-for-efficient-code-prose-optimization","provider":"SPF PRO","version":"1.0","type":"link"}