{"product_id":"efficient-ai-coding-implement-loop-skill-for-code-review","title":"Efficient AI Coding: Implement-Loop Skill for Code Review","description":"\u003ch3\u003eEfficient AI Coding: Implement-Loop Skill for Code Review\u003c\/h3\u003e\n\n\u003cp\u003eThe Implement-Loop Skill facilitates an iterative development process by coordinating the efforts of three subagents: the implementer, code-reviewer, and QA-reviewer, ensuring a task is implemented, code reviewed, and quality assured across up to three cycles. Once both reviewers approve, the skill automatically opens a pull request.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eInitiates a loop where the implementer edits files according to the specified task.\u003c\/li\u003e\n  \u003cli\u003eEngages the code-reviewer subagent to perform a read-only review of the proposed changes.\u003c\/li\u003e\n  \u003cli\u003eEmploys the QA-reviewer subagent to run necessary commands and ensure quality checks are passed.\u003c\/li\u003e\n  \u003cli\u003eOpens a pull request on GitHub once both the code-reviewer and QA-reviewer approve the modifications.\u003c\/li\u003e\n  \u003cli\u003eRequires a non-default branch for operations and verifies necessary system conditions such as Java 27 and authenticated GitHub CLI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers who utilize AI coding agents like Claude Code, Cursor, and Codex for automated assistance.\u003c\/li\u003e\n  \u003cli\u003eDevelopment teams aiming to streamline their code implementation and review cycles efficiently.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eImplementing and reviewing code changes collaboratively in a structured manner using AI subagents.\u003c\/li\u003e\n  \u003cli\u003eConducting quality assurance checks as part of the development workflow, leading to more consistent outcomes.\u003c\/li\u003e\n  \u003cli\u003eManaging pull requests to maintain organized project repositories and effective collaboration.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes the agent-runtime and aiapplication tools to coordinate subagent tasks.\u003c\/li\u003e\n  \u003cli\u003eWorks seamlessly with GitHub for version control and pull request management.\u003c\/li\u003e\n  \u003cli\u003eRequires compatibility checks with Java version 27 and a functioning GitHub CLI.\u003c\/li\u003e\n  \u003cli\u003eEnsures operations commence only on non-default branches to maintain integrity of the main branch.\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\u003ecagridursun\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/cagridursun\/agentic-developer-handbook\" rel=\"nofollow noopener\" target=\"_blank\"\u003ecagridursun\/agentic-developer-handbook\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\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 under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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":53090182365495,"sku":"MCP-CAGRIDURSUN-AGENTIC-DEVELOPER-HANDBOOK-IMPLEMENT-LOOP","price":31.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Xb36iIHZw-AxZL4-XVD8q_d148ad68f53e46fe9a7e03ab62bae5ab.jpg?v=1791108746","url":"https:\/\/mcpcart.com\/products\/efficient-ai-coding-implement-loop-skill-for-code-review","provider":"SPF PRO","version":"1.0","type":"link"}