quick-review

Identify P0–P2 bugs and security issues in code diffs via parallel cross-model review.

1|Updated Mar 24, 2026
One-click install
npx skills add https://github.com/joesys/joesys-skills --skill quick-review-joesys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: quick-review
Source: https://github.com/joesys/joesys-skills/tree/main/skills/quick-review
Command: npx skills add https://github.com/joesys/joesys-skills --skill quick-review-joesys

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly identify and surface actual bugs and high-priority security issues in code changes by running cross-model parallel analysis (correctness + security) and returning only P0–P2 findings.

Core Features & Use Cases

  • Parallel analysis: dispatches correctness and security subagents alongside a cross-model reviewer to surface critical issues in diffs.
  • Scope-aware reviews: supports branch diffs, PRs, single files, or directories, returning concise, actionable results.
  • Safe, focused output: reports only P0–P2 findings with clear severity and suggested fixes, skipping style and architecture notes.

Quick Start

Invoke /quick-review with a diff target (branch, PR, or file path) to generate a rapid bug-focused report.

Frequently Asked Questions about quick-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find high-priority security bugs in a branch diff?

To find high-priority security bugs in a branch diff, use a bug-focused code review tool that runs parallel correctness and security analysis. It surfaces only P0–P2 findings in diffs, skipping style notes to provide concise, actionable reports for rapid triage.

Can I run automated static analysis on a single file or directory?

Yes, you can run automated static analysis on a single file, directory, PR, or branch diff. The review scope is flexible, allowing you to target specific code changes and receive concise reports containing only high-priority correctness and security issues.

What is parallel cross-model code review?

Parallel cross-model code review is a method that dispatches multiple specialized subagents, such as correctness and security reviewers, to analyze a diff simultaneously. This approach rapidly surfaces critical bugs and high-priority issues by coordinating concurrent analysis.

Does parallel code review skip style and architecture notes?

Yes, this parallel code review approach explicitly skips style and architecture notes to ensure safe, focused output. It reports only P0–P2 findings with clear severity and suggested fixes, streamlining the triage process for actual bugs and security issues.

How do I generate a rapid bug-focused report for a pull request?

To generate a rapid bug-focused report for a pull request, run a parallel analysis targeting the PR diff. This coordinates correctness and security subagents alongside cross-model review to return only P0–P2 findings, providing clear severity and suggested fixes for quick triage.