--- title: Can Cursor's HARDCORE Review Skill Stop The Slop? description: A walkthrough and live test of Cursor's 'thermonuclear code quality review' skill, a strict automated code review prompt designed to push AI agents to be... canonical: https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Can Cursor's HARDCORE Review Skill Stop The Slop? | daily.dev og:description: A walkthrough and live test of Cursor's 'thermonuclear code quality review' skill, a strict automated code review prompt designed to push AI agents to be... og:url: https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv og:image: https://api.daily.dev/og/posts/SjKerP9TV.png og:image:alt: Can Cursor's HARDCORE Review Skill Stop The Slop? og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Can Cursor's HARDCORE Review Skill Stop The Slop? **[Matt Pocock](https://daily.dev/sources/mattpocock)** · 13 min read · 0 upvotes · 0 comments ## Summary A walkthrough and live test of Cursor's 'thermonuclear code quality review' skill, a strict automated code review prompt designed to push AI agents to be ambitious about structural improvements. The skill emphasizes file size limits, eliminating spaghetti code, type boundary cleanliness, and parallelism. The author runs it against recent commits to their open-source project Sandcastle, finding roughly 5 out of 7 suggestions genuinely useful. Key takeaways: ambitious review prompts produce more false positives but surface real issues you'd otherwise miss; the skill lacks any focus on testing or seams; and the prompt itself is repetitive and could be condensed significantly. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#prompt-engineering](https://daily.dev/tags/prompt-engineering) [View this post on daily.dev](https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Can Cursor's HARDCORE Review Skill Stop The Slop?","url":"https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv"},"datePublished":"2026-05-28T14:11:52.216Z","dateModified":"2026-05-28T14:12:11.461Z","description":"A walkthrough and live test of Cursor's 'thermonuclear code quality review' skill, a strict automated code review prompt designed to push AI agents to be...","image":"https://i.ytimg.com/vi/mh5XZ-L5SFQ/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/mh5XZ-L5SFQ/sddefault.jpg","isAccessibleForFree":true,"articleSection":"Matt Pocock","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Matt Pocock","logo":"https://media.daily.dev/image/upload/s--9QIam1r2--/f_auto/v1726499589/logos/mattpocock","url":"https://daily.dev/sources/mattpocock"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/can-cursor-s-hardcore-review-skill-stop-the-slop--sjkerp9tv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"prompt-engineering","timeRequired":"PT13M","video":{"@type":"VideoObject","name":"Can Cursor's HARDCORE Review Skill Stop The Slop?","description":"A walkthrough and live test of Cursor's 'thermonuclear code quality review' skill, a strict automated code review prompt designed to push AI agents to be...","thumbnailUrl":"https://i.ytimg.com/vi/mh5XZ-L5SFQ/sddefault.jpg","uploadDate":"2026-05-28T14:11:52.216Z","duration":"PT13M","url":"https://api.daily.dev/r/SjKerP9TV","embedUrl":"https://www.youtube.com/embed/mh5XZ-L5SFQ"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Matt Pocock","item":"https://daily.dev/sources/mattpocock"},{"@type":"ListItem","position":3,"name":"Can Cursor's HARDCORE Review Skill Stop The Slop?"}]} ```