AI Bug-Hunt Skill: Perfect Your Code with Precision

AI Bug-Hunt Skill: Perfect Your Code with Precision

The AI Bug-Hunt Skill provides developers with a robust tool for identifying and reporting defects in codebases. Designed for use with AI agents like Claude Code, Cursor, and Codex, this skill focuses solely on bug detection, offering precise verification of correctness while minimizing false positives.

What this skill does

• Executes a correctness sweep of a codebase specifically to locate and report bugs that cannot be refuted.
• Employs multiple "lenses" to examine different error types: logic, error handling, edge cases, concurrency, and API misuse.
• Utilizes both finders and verifiers to ensure only verified defects are reported, reducing plausible-but-wrong findings.
• Operates in read-only mode to ensure that bug identification and repair remain separate processes.

Who it is for

• Software developers focusing on code correctness and reliability.
• Technical teams employing AI agents for enhanced code analysis and defect identification.
• Engineering managers seeking a precise, systematic approach to quality assurance.

Use cases

• Conducting thorough bug-hunting in entry points, hot paths, or recently altered code, as highlighted by tools like `git log --since`.
• Executing comprehensive error detection across large codebases without manual inspection overhead.
• Ensuring code stability before major releases, particularly in critical code segments.

Technical details

• Compatible with AI platforms such as Claude Code, Cursor, and Codex.
• Employs parallel subagents for simultaneous lens application when supported, otherwise conducts sequential passes.
• Focuses on load-bearing and reachable code, disregarding defects in dead code as non-findings.

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

Source & Licence

This package is built on open-source work published by escoffier-labs (escoffier-labs/skillet) 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.