{"product_id":"efficient-ai-remediation-review-skill-for-claude-code","title":"Efficient AI Remediation Review Skill for Claude Code","description":"\u003ch3\u003eEfficient AI Remediation Review Skill for Claude Code\u003c\/h3\u003e\n\n\u003cp\u003eThis skill enables a structured, closed-loop remediation review process for Claude Code, focusing on verifying previously identified issues and ensuring user decisions are correctly implemented. It operates on a single read-only Opus 5 sub-thread, systematically evaluating original insights and user adjudications without introducing new variables or reopening resolved cases.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eStarts by confirming that an open adversarial review and resolution based on a stable truth baseline has been performed.\u003c\/li\u003e\n    \u003cli\u003eUses a fixed list of input data points, including original review IDs, pre- and post-remediation object hashes, and decision records.\u003c\/li\u003e\n    \u003cli\u003ePerforms a read-only check using an Opus model sub-thread, focusing solely on verifying the implementation of previously accepted actions and user decisions.\u003c\/li\u003e\n    \u003cli\u003eDetermines if the changes are fully implemented as per original intentions and documented adjudications without any scope expansion.\u003c\/li\u003e\n    \u003cli\u003eRecords only the closure of review items without addressing new design problems or re-evaluating original models.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and teams utilizing AI coding agents, such as Claude Code, Cursor, and Codex, who require a reliable method to ensure remediation has been completed correctly according to initial specifications and decisions.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eEnsuring that fixes and enhancements to codebases are properly implemented post-adversarial review.\u003c\/li\u003e\n    \u003cli\u003eVerifying user decisions and modifications are accurately executed without altering original design intents.\u003c\/li\u003e\n    \u003cli\u003eAuditing remedial changes to confirm the absence of unintended business semantic shifts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRelies on the Claude Code Opus 5 model, specifically within a read-only sub-thread, ensuring no changes are made during the verification process.\u003c\/li\u003e\n    \u003cli\u003eRequires a fixed set of inputs, such as review IDs, adjudication records, and object change logs, to execute the validation checks.\u003c\/li\u003e\n    \u003cli\u003eFunctions without initiating additional threads, bypassing Codex integrations, or conducting new multi-model adversarial reviews.\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\u003eBackToCimaCoppi\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/BackToCimaCoppi\/Praxis\" rel=\"nofollow noopener\" target=\"_blank\"\u003eBackToCimaCoppi\/Praxis\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":52891600912695,"sku":"MCP-BACKTOCIMACOPPI-PRAXIS-CLOSED-REMEDIATION-REVIEW","price":36.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/mwWMHtHChQD1mf4098Wko_079db9faf6cd41259b87d1bdba8968eb.jpg?v=1787565905","url":"https:\/\/mcpcart.com\/products\/efficient-ai-remediation-review-skill-for-claude-code","provider":"SPF PRO","version":"1.0","type":"link"}