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thachrocky12345
thachrocky12345COMMUNITY
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review

Runs parallel security, correctness, performance, and consistency reviews on pull requests or branches.

Updated May 11, 2026
Search Tags:#code quality#code review#pull request#github#parallel agents#security review#git diff
One-click install
npx skills add https://github.com/thachrocky12345/local-agent-train-workstation --skill review-thachrocky12345
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/thachrocky12345/local-agent-train-workstation/tree/main/qvac/packages/ocr-onnx/.agent/skills/review
Command: npx skills add https://github.com/thachrocky12345/local-agent-train-workstation --skill review-thachrocky12345

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Reviewing code changes thoroughly requires checking security, correctness, performance, and consistency, which is time-consuming and easy to do inconsistently when done manually. ## Core Features & Use Cases - Parallel Specialized Reviewers: Launches four sub-agents (security, correctness, performance, consistency) simultaneously, each focused on its own domain. - Flexible Review Targets: Reviews the current branch against main, a specific branch, or a GitHub PR by number, with an option to run only selected reviewers via --only. - Unified Report and Fixes: Aggregates findings into a single severity-ranked report and optionally fixes actionable issues with individual commits. - Use Case: Before merging a feature branch, run the review to get a consolidated report of security vulnerabilities, logic bugs, performance concerns, and architecture deviations, then have the actionable findings fixed and verified automatically. ## Quick Start Ask the assistant to review the current branch changes against main, or provide a PR number such as "review PR #1561" to get a full multi-domain code review report.

Frequently Asked Questions about review

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

FAQPage Schema
How do I review a GitHub pull request with AI agents?▼

Provide the PR number as the argument, and the skill fetches the diff using the GitHub CLI, then launches parallel security, correctness, performance, and consistency reviewers. Results are merged into one report with severity ratings and fix recommendations.

How to run only specific code review checks like security?▼

Use the --only flag with a comma-separated list of reviewers, such as --only security,correctness. This filters which of the four specialized review agents are launched, skipping the others entirely.

Can I review a branch against main before creating a PR?▼

Yes, pass a branch name or run with no arguments to review the current branch against main. The skill computes the diff with git diff main...branch and reviews only those changes.

Does the automated code review modify my code?▼

Reviewers run in read-only mode and only report findings. After the report, you are asked whether to fix actionable issues; fixes are committed individually and verified with builds and tests only if you confirm.

What are the limitations of parallel AI code review?▼

The review only covers changes in the diff against main, so untouched code is not analyzed. Architectural performance suggestions and intentional consistency deviations are flagged but not auto-fixed, and the skill does not push changes to remote.

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