{"product_id":"ai-agent-skill-fresh-eyes-quality-loop-for-code-review","title":"AI Agent Skill: Fresh-Eyes Quality Loop for Code Review","description":"\u003ch3\u003eAI Agent Skill: Fresh-Eyes Quality Loop for Code Review\u003c\/h3\u003e\n\n\u003cp\u003eThe Fresh-Eyes Quality Loop for Code Review is an AI agent skill designed to support the iterative code review process. It employs a single-blind, four-role pipeline to ensure thorough, independent checks and balances during software development. This skill aids developers and teams by structuring a quality loop that runs through distinct sessions to address and eliminate critical code issues.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFacilitates a sequential quality loop with roles: A (Reviewer), B (Fixer), C (Verifier), and D (Reviewer).\u003c\/li\u003e\n  \u003cli\u003eOperates with zero context carry-over between review rounds, ensuring fresh perspectives every time.\u003c\/li\u003e\n  \u003cli\u003eContinues until two consecutive rounds result in no P0\/P1 issues.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the Fresh-Eyes Loop SOP, providing guidelines for roles, session protocols, and submission schemas.\u003c\/li\u003e\n  \u003cli\u003eDetects code quality from 12 distinct perspectives as part of a comprehensive review.\u003c\/li\u003e\n  \u003cli\u003eIntegrates automated audit processes using 'sofagent-audit' to evaluate code changes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSoftware developers involved in code review processes.\u003c\/li\u003e\n  \u003cli\u003eDevelopment teams seeking to improve code quality and reduce bugs.\u003c\/li\u003e\n  \u003cli\u003eQuality assurance professionals focusing on automation-enhanced reviews.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEnsuring a methodical review process for new codebase contributions.\u003c\/li\u003e\n  \u003cli\u003eContinual testing and verification of code impacts in agile development environments.\u003c\/li\u003e\n  \u003cli\u003eReducing dependency on subjective expert opinions through structured multistage reviews.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eWorks with AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eInvolves running sessions on a node driver configured for executing zero-context loops.\u003c\/li\u003e\n  \u003cli\u003ePermanent indexing is stored in 'FORGE\/LEDGER.md' while individual session records are in 'runs\/'.\u003c\/li\u003e\n  \u003cli\u003eIncludes 'agent-audit' and 'aiapplication' tools as part of the quality assurance mechanism.\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\u003eKongFangXun\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/KongFangXun\/sofagent\" rel=\"nofollow noopener\" target=\"_blank\"\u003eKongFangXun\/sofagent\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":52977473192247,"sku":"MCP-KONGFANGXUN-SOFAGENT-FRESH-EYES-LOOP","price":2.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/R0-0JlpNjkZqCKsigWypm_e533fe2cbdc643dda8df652cd66169a3.jpg?v=1789121233","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-fresh-eyes-quality-loop-for-code-review","provider":"SPF PRO","version":"1.0","type":"link"}