chatgpt-code-review

antorsae's avatarfrom antorsae

Review code using GPT-5.2 Pro via Claude Code's Chrome integration. Use when the user asks to review code with ChatGPT, use their ChatGPT Pro subscription, get GPT-5.2 Pro to review code, or wants a second opinion from GPT. Requires Claude Code running with --chrome flag and user logged into chat.com. Triggers on "review with ChatGPT", "ChatGPT Pro review", "GPT-5.2 Pro code review", "get GPT's opinion".

⭐4stars🔀0forks📁View on GitHub🕐Updated Jan 8, 2026

When & Why to Use This Skill

This Claude skill enables seamless code reviews using GPT-5.2 Pro by integrating Claude Code with ChatGPT via Chrome automation. It allows developers to leverage high-end reasoning models for deep code analysis, bug detection, and architectural feedback, providing a powerful 'second opinion' directly within the terminal-to-browser workflow. By automating the injection of source code and handling model selection, it bridges the gap between different AI ecosystems for superior technical auditing.

Use Cases

  • Cross-Model Validation: Obtain a rigorous second opinion from GPT-5.2 Pro on complex logic or critical security patches to ensure maximum code reliability.
  • Advanced Technical Auditing: Automatically transfer large codebases to ChatGPT to utilize its specific reasoning strengths for identifying architectural flaws that require long-context thinking.
  • Workflow Optimization: Leverage an existing ChatGPT Pro subscription to access premium models (like GPT-5.2 Pro) directly from the Claude Code CLI, eliminating manual copy-pasting and context switching.
  • Asynchronous Code Analysis: Submit large files for review and continue working on other tasks while the skill monitors ChatGPT for the final analysis, perfect for deep-dive reviews that take 5-30 minutes.
namechatgpt-code-review
descriptionReview code using GPT-5.2 Pro via Claude Code's Chrome integration. Use when the user asks to review code with ChatGPT, use their ChatGPT Pro subscription, get GPT-5.2 Pro to review code, or wants a second opinion from GPT. Requires Claude Code running with --chrome flag and user logged into chat.com. Triggers on "review with ChatGPT", "ChatGPT Pro review", "GPT-5.2 Pro code review", "get GPT's opinion".

ChatGPT Code Review via Chrome

Review code using GPT-5.2 Pro through Claude Code's Chrome browser integration.


METHOD: JSON-ENCODED TEXT INJECTION

Inject the complete code into ChatGPT's prompt using JavaScript with JSON encoding to preserve newlines.

The key insight: Use JSON.stringify() on the file content, then JSON.parse() in the injected JavaScript. This correctly preserves all newlines and special characters.


Prerequisites

  1. Claude Code with Chrome integration: claude --chrome
  2. Claude in Chrome extension installed (v1.0.36+)
  3. User logged into chat.com in Chrome
  4. ChatGPT Pro subscription (for GPT-5.2 Pro access)

Workflow

Step 1: Read the Complete File

Read the ENTIRE file. If too large for one read, read in chunks and concatenate.

content = Read(file.cpp)  // Get ALL content

Step 2: Navigate to ChatGPT

  1. Navigate to https://chat.com
  2. Wait for page load
  3. Verify logged in

Step 3: Select GPT-5.2 Pro

  1. Click model selector dropdown
  2. Select "GPT-5.2 Pro"

Step 4: Build and Execute JavaScript

USE THIS EXACT ALGORITHM:

import json

def build_javascript(file_content: str, context: str) -> str:
    """
    Build JavaScript that injects the prompt into ChatGPT.
    Uses JSON encoding to preserve ALL newlines and special characters.
    """
    # Combine context and code into one prompt
    full_prompt = f"""{context}

Complete source code:

{file_content}


    # JSON.stringify handles ALL escaping correctly
    json_encoded = json.dumps(full_prompt)

    # Build JavaScript that parses the JSON to get the string with real newlines
    javascript = f"""var el = document.querySelector('#prompt-textarea');
var text = JSON.parse({json_encoded});
el.innerText = text;
el.dispatchEvent(new Event('input', {{bubbles: true}}));"""

    return javascript

Example output:

var el = document.querySelector('#prompt-textarea');
var text = JSON.parse("Analyze this code:\\n\\n```\\n#include <stdio.h>\\nint main() {\\n    return 0;\\n}\\n```");
el.innerText = text;
el.dispatchEvent(new Event('input', {bubbles: true}));

The \n inside the JSON string is correct - JSON.parse() converts them to real newlines.

Step 5: Submit

  1. Click send button or press ENTER
  2. Verify message was sent
  3. Return immediately - do NOT wait for completion

"Submitted to GPT-5.2 Pro. This typically takes 5-30 minutes. Ask me to 'fetch ChatGPT results' when ready."

Step 6: Fetch Results (on user request)

  1. Navigate to ChatGPT tab
  2. Check if complete (no spinner)
  3. Extract and return response

Error Recovery

Issue Action
Code appears as single line You did NOT use JSON.parse(). Re-read Step 4.
Not logged in Ask user to log in
Model unavailable Fall back to GPT-5.2 Thinking

Non-Blocking Workflow

GPT-5.2 Pro takes 5-30+ minutes. Submit and return immediately. Fetch results when user asks.