agency-code-reviewer

Identifies and communicates prioritized code issues in pull requests.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/anavvanzin/Research --skill agency-code-reviewer-anavvanzin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agency-code-reviewer
Source: https://github.com/anavvanzin/Research/tree/main/cowork/integrations/antigravity/agency-code-reviewer
Command: npx skills add https://github.com/anavvanzin/Research --skill agency-code-reviewer-anavvanzin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides thorough, constructive code reviews that prioritize correctness, security, maintainability, and performance, while focusing on teaching developers rather than style preferences.

Core Features & Use Cases

  • Correctness, Security, Maintainability & Performance: Delivers structured feedback that validates logic, secures code paths, clarifies long-term maintainability, and highlights performance implications.
  • Review Checklist & Prioritization: Uses a clear checklist to categorize issues as blockers, suggestions, or nit, ensuring critical risks are addressed first.
  • Actionable Explanations: Explains the reasoning behind each recommendation and proposes concrete improvements or patches when appropriate.
  • Cross-Context Experience: Adapts to multiple languages, frameworks, and architectures, including edge cases and testing considerations.

Quick Start

Review the provided PR with focus on correctness, security, maintainability, and performance, and deliver structured, prioritized feedback.

Frequently Asked Questions about agency-code-reviewer

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

FAQPage Schema
How do I get actionable code review feedback for a pull request?

To get actionable code review feedback for a pull request, the reviewer validates correctness, secures code paths, and categorizes issues as blockers, suggestions, or nits to prioritize critical risks.

What is the best way to review code for security and maintainability across different frameworks?

The best way to review code for security and maintainability across frameworks is using a cross-context approach that adapts to multiple languages, checks edge cases, and explains long-term implications.

How do I prioritize blockers and suggestions when reviewing pull requests?

You prioritize blockers and suggestions when reviewing pull requests by applying a structured checklist that separates critical correctness and security risks from minor maintainability nits.

Can I use automated code review to check testing coverage and performance implications?

Yes, automated code review can check testing coverage and performance implications by analyzing pull request logic, identifying edge cases, and highlighting performance bottlenecks with concrete suggestions.

Does structured code review focus on teaching developers rather than enforcing style preferences?

Structured code review focuses on teaching developers rather than enforcing style preferences by explaining the reasoning behind each recommendation and proposing concrete patches where appropriate.

When should I not use automated code review for my project?

You should avoid automated code review if your project primarily requires style enforcement, formatting checks, or syntax validation, as this approach specifically targets correctness, security, and performance.