Panel-Review Skill: Multi-Agent Audits for Your Code

Where this fits

You've just finished a feature branch and need a security review before merge. You ask your AI assistant to audit the diff, but it gives you a generic once-over—missing subtle naming inconsistencies or leftover TODO markers that might indicate unfinished logic. You want a thorough, specialist-level review without manually switching between prompts. The panel-review skill from Trail of Bits solves this by orchestrating a panel of auditor agents, each with its own focused rules, and then merging their reports into a single actionable list.

Why agents benefit

• Parallel specialization: Launches both a naming-auditor and a todo-auditor simultaneously, so each applies domain-specific checks you'd have to manually instruct otherwise.
• Rule isolation: Each subagent carries its own definition and rules—imitation inside the main agent can't reproduce them, ensuring deeper coverage.
• Automatic severity merging: The main agent combines findings from both auditors, preserving each severity level, and can add its own observations without losing context.
• Deterministic workflow: Clear step-by-step dispatch instructions make it easy for any agent framework to follow, reducing hallucinated or skipped audit steps.
• Broad target compatibility: Works on any codebase path—no need to pre-configure languages or frameworks.

Practical scenarios

Pre-merge security review

When a pull request is about to land, you run a panel review to catch naming inconsistencies that could hint at copy-paste bugs and leftover TODOs that weren't cleaned up. The merged report gives you a checklist before merge.

Auditing inherited legacy code

You've just taken over a codebase with years of accumulated cruft. Panel-review digs through the entire tree, flagging outdated placeholder names and unfinished markers that could be security risks or technical debt.

CI pipeline automated checks

Integrate panel-review into a CI step—when a merge request is created, the agent runs the skill and posts the merged findings back to the review thread, saving human reviewers time.

Add it to your agent workflow

Install the skill and point it at your target path:

npx skills add trailofbits/skills --skill panel-review

Then in your agent prompt, say:

Run a panel review on the code at ./src/auth

The skill will dispatch both auditors, wait for their reports, and return a merged list of defects with severities—ready for you to act on.

Compare before adopting

Before you rely on this skill, compare it against other audit approaches. Look at quality signals: does it catch real issues or produce noise? Check maintenance freshness—is the repo updated for new agent runtime versions? Consider alternatives like writing your own multi-agent prompts (more work, but customizable) or using a single generic review skill. Finally, assess workflow fit: does the automated dispatch and merge align with how your team reviews code?

Why it is worth tracking

Panel-review comes from Trail of Bits, a respected security firm with a history of rigorous open-source tooling. The repo has nearly 7,000 stars, indicating active community interest and likely ongoing improvements. It's a practical, ready-to-use skill that solves a real problem—getting high-quality, multi-perspective code audits without building your own agent orchestration. Keep an eye on its evolution, and consider integrating it into your security pipeline. You can also browse more agent skills on OpenAgentSkill to see how it stacks up against similar options.