{"product_id":"ai-bug-hunt-skill-perfect-your-code-with-precision","title":"AI Bug-Hunt Skill: Perfect Your Code with Precision","description":"\u003ch3\u003eAI Bug-Hunt Skill: Perfect Your Code with Precision\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Bug-Hunt Skill provides developers with a robust tool for identifying and reporting defects in codebases. Designed for use with AI agents like Claude Code, Cursor, and Codex, this skill focuses solely on bug detection, offering precise verification of correctness while minimizing false positives.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eExecutes a correctness sweep of a codebase specifically to locate and report bugs that cannot be refuted.\u003c\/li\u003e\n  \u003cli\u003eEmploys multiple \"lenses\" to examine different error types: logic, error handling, edge cases, concurrency, and API misuse.\u003c\/li\u003e\n  \u003cli\u003eUtilizes both finders and verifiers to ensure only verified defects are reported, reducing plausible-but-wrong findings.\u003c\/li\u003e\n  \u003cli\u003eOperates in read-only mode to ensure that bug identification and repair remain separate processes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSoftware developers focusing on code correctness and reliability.\u003c\/li\u003e\n  \u003cli\u003eTechnical teams employing AI agents for enhanced code analysis and defect identification.\u003c\/li\u003e\n  \u003cli\u003eEngineering managers seeking a precise, systematic approach to quality assurance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eConducting thorough bug-hunting in entry points, hot paths, or recently altered code, as highlighted by tools like `git log --since`.\u003c\/li\u003e\n  \u003cli\u003eExecuting comprehensive error detection across large codebases without manual inspection overhead.\u003c\/li\u003e\n  \u003cli\u003eEnsuring code stability before major releases, particularly in critical code segments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompatible with AI platforms such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eEmploys parallel subagents for simultaneous lens application when supported, otherwise conducts sequential passes.\u003c\/li\u003e\n  \u003cli\u003eFocuses on load-bearing and reachable code, disregarding defects in dead code as non-findings.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eFor authorised security testing, defensive research and educational use only.\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\u003eescoffier-labs\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/escoffier-labs\/skillet\" rel=\"nofollow noopener\" target=\"_blank\"\u003eescoffier-labs\/skillet\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":52890602602807,"sku":"MCP-ESCOFFIER-LABS-SKILLET-BUG-HUNT","price":20.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/7-_jVaGe5vczp1Ei0oFaN_0532c251604d44208641c7823c847b5d.jpg?v=1787562435","url":"https:\/\/mcpcart.com\/products\/ai-bug-hunt-skill-perfect-your-code-with-precision","provider":"SPF PRO","version":"1.0","type":"link"}