๐ง AI Security and Vulnerability DetectionJuly 30, 2026โ
Tests passing
AI Configuration Auditor
This tool audits system and application configuration files, identifying misconfigurations that could lead to security vulnerabilities. It uses AI to analyze configurations against best practices and common vulnerabilities and provides clear remediation recommendations.
What It Does
- AI-powered configuration analysis
- Identifies potential security misconfigurations
- Supports YAML, JSON, and INI configuration file formats
Installation
- Python 3.7+
- Dependencies:
- pyyaml==6.0
- openai==0.27.8
Usage
python ai_config_auditor.py --config config.jsonThe tool will output a detailed report highlighting misconfigurations and recommendations.
Source Code
import argparse
import json
import yaml
import configparser
import openai
import os
def analyze_configuration(config_content, config_format):
"""
Analyze the configuration content using OpenAI API to identify misconfigurations.
Args:
config_content (str): The content of the configuration file as a string.
config_format (str): The format of the configuration file (e.g., 'yaml', 'json', 'ini').
Returns:
dict: A dictionary containing analysis results and recommendations.
"""
try:
prompt = (
f"Analyze the following {config_format.upper()} configuration file for security misconfigurations. "
"Provide a detailed report with identified issues and remediation recommendations:\n\n"
f"{config_content}"
)
# Call OpenAI API
response = openai.Completion.create(
engine="text-davinci-003",
prompt=prompt,
max_tokens=500
)
return {
"success": True,
"analysis": response.choices[0].text.strip()
}
except Exception as e:
return {
"success": False,
"error": str(e)
}
def load_configuration(file_path):
"""
Load the configuration file based on its format.
Args:
file_path (str): Path to the configuration file.
Returns:
tuple: A tuple containing the file content as a string and its format.
"""
if not os.path.exists(file_path):
raise FileNotFoundError(f"Configuration file '{file_path}' not found.")
_, ext = os.path.splitext(file_path)
ext = ext.lower()
with open(file_path, 'r') as file:
if ext == '.yaml' or ext == '.yml':
return file.read(), 'yaml'
elif ext == '.json':
return file.read(), 'json'
elif ext == '.ini':
return file.read(), 'ini'
else:
raise ValueError(f"Unsupported configuration file format: {ext}")
def main():
parser = argparse.ArgumentParser(description="AI Configuration Auditor")
parser.add_argument(
'--config',
required=True,
help="Path to the configuration file (YAML, JSON, or INI)."
)
args = parser.parse_args()
try:
config_content, config_format = load_configuration(args.config)
result = analyze_configuration(config_content, config_format)
if result["success"]:
print("\nAnalysis Report:\n")
print(result["analysis"])
else:
print(f"Error during analysis: {result['error']}")
except Exception as e:
print(f"Error: {e}")
if __name__ == "__main__":
main()Community
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Details
- Tool Name
- ai_config_auditor
- Category
- AI Security and Vulnerability Detection
- Generated
- July 30, 2026
- Tests
- Passing โ
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/2026-07-30/ai_config_auditor cd generated_tools/2026-07-30/ai_config_auditor pip install -r requirements.txt 2>/dev/null || true python ai_config_auditor.py