AI Resilience Audit: FMEA Skill for Code Robustness

AI Resilience Audit: FMEA Skill for Code Robustness

The 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.

What this skill does

• Performs a failure-mode audit that evaluates how well the code manages potential failures.
• Triggers on specific commands such as "/resilience-audit", "resilience-audit", and "FMEA audit".
• Primarily used when handling network communications, storage, asynchronous processes, retries, or rollbacks.
• Flags critical issues such as data loss, silent success on failures, and missing rollback/retry mechanisms.
• Generates reports in the user's preferred language based on detection settings, preserving technical terminology in English.
• The operation configures reads from `~/.claude/.coalmine.json`, encompassing default and project-specific configurations.

Who it is for

This 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.

Use cases

• Assessing resilience of a web application interfacing with various APIs subject to network delays or failures.
• Improving error handling in applications managing large volumes of user data and requiring consistent rollback mechanisms.
• Ensuring asynchronous processes are managed properly to avoid concurrency issues in multi-threaded applications.

Technical details

• Capabilities used: agent-skills, aiapplication, resilience-audit.
• Works with AI coding agents: Claude Code, Cursor, Codex.
• Employs cascading configuration system starting from `~/.claude/.coalmine.json` for environment and project settings.

For authorised security testing, defensive research and educational use only.

Source & Licence

This package is built on open-source work published by TheColliery (TheColliery/CoalMine) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal 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.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.