{"product_id":"create-ai-benchmarks-from-git-history-with-nasde","title":"Create AI Benchmarks from Git History with NASDE","description":"\u003ch3\u003eCreate AI Benchmarks from Git History with NASDE\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill enables developers to generate benchmark tasks from the git history of a current or specified repository. By analyzing commit history, pull requests, and issues that have been resolved, this tool assists in creating evaluation tasks based on real problems that teams have already solved. It supports the capture of meaningful changes as NASDE benchmarks.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eMines the git history of a specified repository to identify self-contained changes.\u003c\/li\u003e\n  \u003cli\u003eAnalyzes commits, diffs, and pull request descriptions to select suitable evaluation candidates.\u003c\/li\u003e\n  \u003cli\u003eGenerates task files for the NASDE benchmarking framework with user approval.\u003c\/li\u003e\n  \u003cli\u003eFacilitates the creation of regression test suites from actual work performed by the team.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those looking to enhance their testing processes by leveraging prior work and simplifying the creation of benchmarks for AI evaluation.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeveloper teams wanting to establish benchmarks from closed pull requests to improve new feature evaluations.\u003c\/li\u003e\n  \u003cli\u003eOrganizations aiming to turn historical commits into regression test suites for continuous integration workflows.\u003c\/li\u003e\n  \u003cli\u003eTeams seeking to mine their resolved issues and past commits to form a database of evaluation tasks for AI agents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUses capabilities such as agent-benchmark, aiapplication, and nasde-benchmark-from-history.\u003c\/li\u003e\n  \u003cli\u003eRequires a git repository with meaningful commit history, either locally specified or from the current working directory.\u003c\/li\u003e\n  \u003cli\u003eDepends on having an existing NASDE benchmark project; initialization must be performed beforehand.\u003c\/li\u003e\n  \u003cli\u003eOn Windows hosts, ensure script files like \u003ccode\u003etests\/test.sh\u003c\/code\u003e, \u003ccode\u003esolution\/solve.sh\u003c\/code\u003e, and \u003ccode\u003eenvironment\/Dockerfile\u003c\/code\u003e are written with LF line endings to avoid execution errors.\u003c\/li\u003e\n\u003c\/ul\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\u003eNoesisVision\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/NoesisVision\/nasde-toolkit\" rel=\"nofollow noopener\" target=\"_blank\"\u003eNoesisVision\/nasde-toolkit\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":52786397839671,"sku":"MCP-NOESISVISION-NASDE-TOOLKIT-NASDE-BENCHMARK-FROM-HISTORY","price":12.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/HMohEGuxdVNTTcJQHmG8i_01ef601c3eb14253aa1277ad3d17fd4a.jpg?v=1785845535","url":"https:\/\/mcpcart.com\/products\/create-ai-benchmarks-from-git-history-with-nasde","provider":"SPF PRO","version":"1.0","type":"link"}