All Toolsโ€บPull Request AI Debugger
๐Ÿ”ง AI-Assisted Code ReviewJuly 13, 2026โœ… Tests passing

Pull Request AI Debugger

A Python library designed to integrate AI-driven debugging directly into CI/CD pipelines. It scans pull requests for potential bugs, generates detailed diagnostic explanations, and suggests patches for common coding errors.

What It Does

pr_ai_debugger is a Python library designed to integrate AI-driven debugging directly into CI/CD pipelines. It scans pull requests for potential bugs, generates detailed diagnostic explanations, and suggests patches for common coding errors.

Installation

Install the required dependencies using pip:

pip install openai requests pytest

Usage

Run the tool from the command line:

python pr_ai_debugger.py --pr_id <pull_request_id> --repo <user/repo> --api_key <openai_api_key>

Arguments

  • --pr_id: The ID of the pull request to analyze.
  • --repo: The repository name in the format user/repo.
  • --api_key: Your OpenAI API key.

Example

python pr_ai_debugger.py --pr_id 123 --repo user/repo --api_key YOUR_API_KEY

Source Code

import openai
import requests
import argparse
import json

def analyze_pr(pr_id, repo, api_key):
    """
    Analyze a pull request for potential bugs and generate suggestions.

    Args:
        pr_id (str): Pull request ID.
        repo (str): Repository name in the format 'user/repo'.
        api_key (str): OpenAI API key.

    Returns:
        dict: JSON object containing AI-generated bug reports and suggested fixes.
    """
    if not pr_id or not repo or not api_key:
        raise ValueError("pr_id, repo, and api_key are required parameters.")

    # Fetch pull request diff
    try:
        url = f"https://api.github.com/repos/{repo}/pulls/{pr_id}"
        headers = {"Authorization": f"token {api_key}"}
        response = requests.get(url, headers=headers)
        response.raise_for_status()
    except requests.exceptions.RequestException as e:
        return {"error": f"Failed to fetch pull request: {str(e)}"}

    pr_data = response.json()
    diff_url = pr_data.get("diff_url")
    if not diff_url:
        return {"error": "Diff URL not found in pull request data."}

    try:
        diff_response = requests.get(diff_url, headers=headers)
        diff_response.raise_for_status()
    except requests.exceptions.RequestException as e:
        return {"error": f"Failed to fetch diff: {str(e)}"}

    diff_content = diff_response.text

    # Call OpenAI API for analysis
    try:
        openai.api_key = api_key
        completion = openai.Completion.create(
            engine="text-davinci-003",
            prompt=f"Analyze the following pull request diff for potential bugs and suggest fixes:\n{diff_content}",
            max_tokens=1000
        )
        suggestions = completion.choices[0].text.strip()
    except openai.error.OpenAIError as e:
        return {"error": f"Failed to analyze diff with OpenAI: {str(e)}"}

    return {
        "pr_id": pr_id,
        "repo": repo,
        "suggestions": suggestions
    }

if __name__ == "__main__":
    parser = argparse.ArgumentParser(description="Pull Request AI Debugger")
    parser.add_argument("--pr_id", required=True, help="Pull request ID")
    parser.add_argument("--repo", required=True, help="Repository name in the format 'user/repo'")
    parser.add_argument("--api_key", required=True, help="OpenAI API key")

    args = parser.parse_args()

    result = analyze_pr(args.pr_id, args.repo, args.api_key)
    print(json.dumps(result, indent=2))

Community

Downloads

ยทยทยท

Rate this tool

No ratings yet โ€” be the first!

Details

Tool Name
pr_ai_debugger
Category
AI-Assisted Code Review
Generated
July 13, 2026
Tests
Passing โœ…
Fix Loops
3

Quick Install

Clone just this tool:

git clone --depth 1 --filter=blob:none --sparse \
  https://github.com/ptulin/autoaiforge.git
cd autoaiforge
git sparse-checkout set generated_tools/2026-07-13/pr_ai_debugger
cd generated_tools/2026-07-13/pr_ai_debugger
pip install -r requirements.txt 2>/dev/null || true
python pr_ai_debugger.py
Pull Request AI Debugger โ€” AI Tools by AutoAIForge