{"product_id":"ai-agent-skill-efficient-bug-fixing-for-claude-code-codex","title":"AI Agent Skill: Efficient Bug Fixing for Claude Code \u0026 Codex","description":"\u003ch3\u003eAI Agent Skill: Efficient Bug Fixing for Claude Code \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eThis AI Agent Skill assists developers using Claude Code and Codex by facilitating efficient bug fixing in completed AI agent projects. It focuses on documentation maintenance, regression testing inclusion, and independent validation for issues discovered post-deployment.\u003c\/p\u003e\n\n\u003ch4\u003eWhat this skill does\u003c\/h4\u003e\n\u003cul\u003e\n  \u003cli\u003eDetermines if a reported issue is a bug or a feature request, ensuring proper classification.\u003c\/li\u003e\n  \u003cli\u003eAllocates a \"BUG-NN\" identifier for each identified bug and records the reproduction process and expected behavior in the \u003ccode\u003eLOG.md\u003c\/code\u003e file.\u003c\/li\u003e\n  \u003cli\u003eConfirms the root cause of the bug, documenting it in the \u003ccode\u003eLOG.md\u003c\/code\u003e file before proceeding with the fix.\u003c\/li\u003e\n  \u003cli\u003eImplements and registers a regression test to the harness-update, confirming failure prior to code correction.\u003c\/li\u003e\n  \u003cli\u003eExecutes the corrective code changes and verifies passage through the gate network based on predefined criteria.\u003c\/li\u003e\n  \u003cli\u003eEnsures separation in validation sessions with the task validation process, using the reproduction line as acceptance criteria.\u003c\/li\u003e\n  \u003cli\u003eCompletes the process by making a single commit with a message indicating the \"BUG-NN\" reference.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch4\u003eWho it is for\u003c\/h4\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working with AI coding agents like Claude Code and Codex.\u003c\/li\u003e\n  \u003cli\u003eEngineering teams responsible for post-deployment maintenance and bug fixing.\u003c\/li\u003e\n  \u003cli\u003eQuality assurance specialists seeking organized workflows for bug resolution.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch4\u003eUse cases\u003c\/h4\u003e\n\u003cul\u003e\n  \u003cli\u003eAddressing user feedback such as \"This feature isn't working\" or \"I encountered an error with this button.\"\u003c\/li\u003e\n  \u003cli\u003eStreamlining the documentation of bugs discovered outside of active development phases.\u003c\/li\u003e\n  \u003cli\u003eEnsuring long-term code reliability by integrating regression tests for fixed bugs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch4\u003eTechnical details\u003c\/h4\u003e\n\u003cul\u003e\n  \u003cli\u003eThis skill utilizes agent-skills technology within Claude Code and Codex environments.\u003c\/li\u003e\n  \u003cli\u003eFacilitates structured documentation updates in \u003ccode\u003eLOG.md\u003c\/code\u003e without altering core project documents like \u003ccode\u003eplan_setup\u003c\/code\u003e or \u003ccode\u003eSTATE.md\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003eEngages with harness-update tools to maintain comprehensive regression testing workflows.\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\u003eGangJaeYu\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/GangJaeYu\/harness_loop_full_korean\" rel=\"nofollow noopener\" target=\"_blank\"\u003eGangJaeYu\/harness_loop_full_korean\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":53076499136823,"sku":"MCP-GANGJAEYU-HARNESS-LOOP-FULL-KOREAN-BUG-FIX","price":67.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/H5WlXHh8LPZWdCmcxn8KA_0bb19df17c94440cb8ff93ada8b5ca61.jpg?v=1790848956","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-efficient-bug-fixing-for-claude-code-codex","provider":"SPF PRO","version":"1.0","type":"link"}