AI-Powered Panel Review: Optimize PRs with Claude & Codex

AI-Powered Panel Review: Optimize PRs with Claude & Codex

This AI agent skill facilitates a comprehensive multi-agent panel review of pull requests (PRs) or current-branch code differences. It utilizes a trio of models, namely Opus, Sonnet, and Haiku, to meticulously analyze code, ensuring a high-quality and secure codebase.

What this skill does

• Conducts a multi-agent code review using the Opus and Sonnet models to identify potential regressions, security concerns, and bugs.
• Employs the Haiku model to evaluate convention adherence, naming consistency, removal of dead code, and comment quality.
• Structures findings into discrete severity levels: nit, question, and blocker.
• Integrates a Sonnet confidence recheck with a draft polish in one efficient pass.
• Incorporates a developer approval gate before posting the review comments via GitHub PR review functionality.
• Generates a durable build log found at /docs/build-logs/panel-review-pr-N.md, including metadata, findings, adjustments, polished comments, dev decisions, and retrospectives.

Who it is for

This skill is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those aiming to enhance code quality, consistency, and security in collaborative environments.

Use cases

• Running a thorough panel review prior to opening a PR to catch issues early in the development process.
• Performing code audits to ensure followed conventions and high comment quality.
• Securing the code against common vulnerabilities and regressions in an isolated work environment.

Technical details

• Integrated with GitHub for seamless PR reviews.
• Leverages Claude Code, Cursor, and Codex capabilities to facilitate comprehensive code analysis.
• Operates in a worktree-isolated environment to maintain integrity and reliability during the review process.

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

Source & Licence

This package is built on open-source work published by mollyretter (mollyretter/forward-deployed-engineer-toolkit) 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.