{"product_id":"ai-resilience-audit-fmea-skill-for-code-robustness","title":"AI Resilience Audit: FMEA Skill for Code Robustness","description":"\u003ch3\u003eAI Resilience Audit: FMEA Skill for Code Robustness\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Resilience Audit skill provides a failure-mode and effects analysis (FMEA) for software systems, focusing on code resilience. It examines various failure modes such as network interruptions, storage issues, concurrency problems, poor input handling, and partial completions. The skill identifies whether the existing code detects, handles, recovers from, and communicates these failures effectively.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003ePerforms a failure-mode audit that evaluates how well the code manages potential failures.\u003c\/li\u003e\n  \u003cli\u003eTriggers on specific commands such as \"\/resilience-audit\", \"resilience-audit\", and \"FMEA audit\".\u003c\/li\u003e\n  \u003cli\u003ePrimarily used when handling network communications, storage, asynchronous processes, retries, or rollbacks.\u003c\/li\u003e\n  \u003cli\u003eFlags critical issues such as data loss, silent success on failures, and missing rollback\/retry mechanisms.\u003c\/li\u003e\n  \u003cli\u003eGenerates reports in the user's preferred language based on detection settings, preserving technical terminology in English.\u003c\/li\u003e\n  \u003cli\u003eThe operation configures reads from `~\/.claude\/.coalmine.json`, encompassing default and project-specific configurations.\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 like Claude Code, Cursor, and Codex who aim to enhance the reliability and robustness of their software via comprehensive failure analyses.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAssessing resilience of a web application interfacing with various APIs subject to network delays or failures.\u003c\/li\u003e\n  \u003cli\u003eImproving error handling in applications managing large volumes of user data and requiring consistent rollback mechanisms.\u003c\/li\u003e\n  \u003cli\u003eEnsuring asynchronous processes are managed properly to avoid concurrency issues in multi-threaded applications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCapabilities used: agent-skills, aiapplication, resilience-audit.\u003c\/li\u003e\n  \u003cli\u003eWorks with AI coding agents: Claude Code, Cursor, Codex.\u003c\/li\u003e\n  \u003cli\u003eEmploys cascading configuration system starting from `~\/.claude\/.coalmine.json` for environment and project settings.\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\u003eTheColliery\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/TheColliery\/CoalMine\" rel=\"nofollow noopener\" target=\"_blank\"\u003eTheColliery\/CoalMine\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":53019940618551,"sku":"MCP-THECOLLIERY-COALMINE-RESILIENCE-AUDIT","price":22.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/6Z9TfZdrW9kpOxMjCJrTn_2a31b0b83f3a48a49194ae00d030b4e4.jpg?v=1789992852","url":"https:\/\/mcpcart.com\/products\/ai-resilience-audit-fmea-skill-for-code-robustness","provider":"SPF PRO","version":"1.0","type":"link"}