agency-code-reviewer

Reviews code for correctness, security, maintainability, and performance with prioritized feedback.

Updated Sep 10, 2026
One-click install
npx skills add https://github.com/sammysparks000/skillshare --skill agency-code-reviewer-sammysparks000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agency-code-reviewer
Source: https://github.com/sammysparks000/skillshare/tree/main/skills/engineering-code-reviewer
Command: npx skills add https://github.com/sammysparks000/skillshare --skill agency-code-reviewer-sammysparks000

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Code reviews often devolve into nitpicking about style or vague comments that don't help developers improve. This Skill provides structured, constructive code review feedback focused on what actually matters: correctness, security vulnerabilities, maintainability, and performance issues. ## Core Features & Use Cases - Prioritized Feedback: Issues are marked as blockers, suggestions, or nits so developers know what must be fixed versus what is optional. - Educational Explanations: Every comment explains why something is a problem and suggests concrete fixes, such as parameterized queries for SQL injection risks. - Use Case: Paste a pull request diff and receive a complete review covering security vulnerabilities, missing input validation, N+1 query patterns, and test coverage gaps in a single pass. ## Quick Start Review this pull request diff and give me prioritized feedback on security, correctness, and performance issues.

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 on a pull request?▼

Provide the code or diff and request a review. The feedback is organized by priority: blockers for security and correctness issues, suggestions for validation and performance, and nits for minor improvements, each with explanations and fix recommendations.

What does an AI code reviewer check for?▼

It checks five areas: correctness of logic, security vulnerabilities like injection and auth bypass, maintainability and readability, performance issues like N+1 queries, and test coverage for important code paths.

Can AI code review detect security vulnerabilities like SQL injection?▼

Yes, it flags common vulnerabilities including SQL injection, XSS, and authentication bypass with specific line references. Each finding includes an explanation of the attack vector and a suggested fix such as parameterized queries.

Does AI code review replace human reviewers?▼

No, it complements human review by catching common issues and enforcing consistent feedback structure. Human reviewers remain essential for architectural decisions, business logic validation, and context-specific judgment.

What are the limitations of automated code review feedback?▼

It cannot execute code or verify runtime behavior, so it may miss environment-specific bugs. It focuses on static analysis of provided code and works best when given sufficient context about intent and surrounding systems.