๐ง Claude AI for Code DebuggingMarch 12, 2026โ
Tests passing
Claude Error Tracker
A Python library that integrates with Claude AI to monitor and track runtime errors in Python applications. It captures errors, sends them to Claude for analysis, and logs detailed correction suggestions for developers.
What It Does
- Automatically captures uncaught exceptions in Python applications.
- Sends error details to Claude AI for analysis.
- Logs detailed suggestions from Claude AI to help developers debug their code.
Installation
Install the required dependencies using pip:
pip install openai pytestUsage
Run the script with your Claude API key:
python claude_error_tracker.py --api_key YOUR_API_KEYThis will start the error tracker and simulate an error for demonstration purposes.
Source Code
import logging
import traceback
from openai import ChatCompletion
class ClaudeTracker:
def __init__(self, api_key):
"""
Initialize the ClaudeTracker with the provided API key.
:param api_key: API key for accessing Claude AI (via OpenAI API)
"""
self.api_key = api_key
self.logger = logging.getLogger("ClaudeTracker")
self.logger.setLevel(logging.INFO)
handler = logging.StreamHandler()
handler.setFormatter(logging.Formatter('%(asctime)s - %(levelname)s - %(message)s'))
self.logger.addHandler(handler)
def start(self):
"""
Start the error tracking by setting up a global exception hook.
"""
self.logger.info("ClaudeTracker started. Capturing uncaught exceptions.")
import sys
sys.excepthook = self._handle_exception
def _handle_exception(self, exc_type, exc_value, exc_traceback):
"""
Handle uncaught exceptions, log them, and send them to Claude for analysis.
:param exc_type: Exception type
:param exc_value: Exception value
:param exc_traceback: Exception traceback
"""
if issubclass(exc_type, KeyboardInterrupt):
# Allow keyboard interrupts to pass through
import sys
sys.__excepthook__(exc_type, exc_value, exc_traceback)
return
error_message = ''.join(traceback.format_exception(exc_type, exc_value, exc_traceback))
self.logger.error("Unhandled exception captured:\n%s", error_message)
try:
suggestions = self._analyze_error_with_claude(error_message)
self.logger.info("Claude's suggestions:\n%s", suggestions)
except Exception as e:
self.logger.error("Failed to analyze error with Claude: %s", str(e))
def _analyze_error_with_claude(self, error_message):
"""
Send the error message to Claude AI for analysis and return suggestions.
:param error_message: The error message to analyze
:return: Suggestions from Claude AI
"""
ChatCompletion.api_key = self.api_key
try:
response = ChatCompletion.create(
model="gpt-4",
messages=[
{"role": "system", "content": "You are an AI assistant that helps debug Python errors."},
{"role": "user", "content": f"Here is a Python error:\n{error_message}\nCan you provide suggestions to fix it?"}
]
)
return response['choices'][0]['message']['content']
except Exception as e:
raise RuntimeError(f"Error communicating with Claude API: {str(e)}")
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description="Start the Claude Error Tracker.")
parser.add_argument("--api_key", required=True, help="API key for Claude AI integration.")
args = parser.parse_args()
tracker = ClaudeTracker(api_key=args.api_key)
tracker.start()
# Simulate an error for demonstration purposes
raise ValueError("This is a test error.")Community
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Details
- Tool Name
- claude_error_tracker
- Category
- Claude AI for Code Debugging
- Generated
- March 12, 2026
- Tests
- Passing โ
- 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/2026-03-12/claude_error_tracker cd generated_tools/2026-03-12/claude_error_tracker pip install -r requirements.txt 2>/dev/null || true python claude_error_tracker.py