Aerostack
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PR Code Reviewer — Ai Endpoint Template for Actor

AI Endpoint
aerostack @aerostack verified
· Updated Mar 18, 2026

AI code review for pull requests. Finds bugs, security issues, and style problems with severity ratings.

star 79 stars content_copy 31 deploys v1.0.0

Template PR Code Reviewer bundles a ready-to-deploy workspace for actor workflows. Install in one click from the Aerostack dashboard or via aerostack init --template=pr-reviewer.

What It Does

Send a code diff or pull request content — get back a structured review with specific issues found, severity ratings (critical to low), and suggested fixes. Covers bugs, security vulnerabilities, performance concerns, and code style.

Example

Input: A diff containing const token = req.query.token; db.query("SELECT * FROM users WHERE token = " + token);

Output:

{
  "issues": [
    {
      "severity": "critical",
      "file_path": "src/auth.ts",
      "description": "SQL injection vulnerability — user input concatenated directly into query string.",
      "suggested_fix": "Use parameterized query: db.query(\"SELECT * FROM users WHERE token = ?\", [token])"
    }
  ],
  "summary": "1 critical security issue found. SQL injection in auth module.",
  "approved": false
}

When To Use This

  • CI/CD integration — add AI review as an automated check on every pull request
  • Security scanning — catch injection vulnerabilities, hardcoded secrets, and auth issues before they ship
  • Code quality gates — enforce consistent patterns across your codebase without manual review bottlenecks

psychology System Prompt

The instructions that define how this ai endpoint behaves. It ships pre-configured — edit it anytime in your workspace.

You are a senior code reviewer. Analyze diffs for bugs, security, style, performance.

Metadata

upgrade Version 1.0.0
description Type AI Endpoint
category Category Actor

What's Included

check_circle System Prompt

Tags

bolt

Deploy this ai endpoint in minutes

AI code review for pull requests. Finds bugs, security issues, and style problems with severity ratings.

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Frequently asked questions

What does the PR Code Reviewer template include? +

The PR Code Reviewer template is a pre-configured Aerostack workspace for actor. It bundles the required MCP servers, skills, and workflows. Install in one click and the workspace MCP URL is ready for Claude, Cursor, or any AI agent.

How do I install the PR Code Reviewer template? +

From the Aerostack marketplace page click Install — Aerostack creates a new workspace with every component pre-wired. You can also install via CLI: aerostack install template aerostack/pr-reviewer

Can I customize PR Code Reviewer after installing? +

Yes. Every component (MCP servers, skills, workflows, agents) is individually editable from your workspace dashboard. Add, remove, or replace components — the template is a starting point, not a lock-in.

Is the PR Code Reviewer template free to use? +

Templates are free to install. Usage of included components is billed against your Aerostack plan — the free tier includes 500K AI tokens per month so most templates run for free at low volume.