AI Debugging Skill for Claude Code: Diagnose & Fix Errors

AI Debugging Skill for Claude Code: Diagnose & Fix Errors

The AI Debugging Skill for Claude Code provides a systematic approach to diagnosing and fixing errors within scripts and systems. It utilizes hypothesis-driven debugging to address issues such as crashes, failed tests, and unexpected system behavior. This skill respects diagnosis-only requests and implements fixes only when authorized by the user.

What this skill does

• Captures critical information including symptoms, expected behavior, reproduction commands, and environmental details.
• Returns a detailed incident report with reproduction steps, root cause analysis, evidence, file changes, verification instructions, and a failure ledger ID.
• Employs `mcp__memory__match_signatures` for retrieving historical error resolutions and verifying their current applicability.
• Inspects relevant changes and logs to differentiate visible symptoms from potential causes, avoiding premature fixes.
• Executes the smallest safe commands to reproduce failures while noting if the issue is deterministic, intermittent, or environment-specific.
• Refrains from destructive operations without proper authorization, utilizing non-mutating probes as needed.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, and Codex.
• Engineering teams seeking to enhance their error diagnosis capabilities.
• Technical support staff responsible for maintaining stable software environments.

Use cases

• Identifying the root cause of system crashes during automated testing.
• Diagnosing and documenting unexpected computation results in experimental AI workflows.
• Analyzing environment-specific issues affecting deployed AI agents.
• Supporting developers in diagnosing complex errors when only a symptom is initially reported.

Technical details

• Utilizes academic-tools and aiapplication capabilities to enhance debugging processes.
• Operates within the framework of a structured debug SOP (Standard Operating Procedure).
• Specially designed for use with AI coding agents, compatible with Claude Code, Cursor, and Codex.

Source & Licence

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

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are 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.