🔧 AI Security Risks in ChatGPTApril 1, 2026✅ Tests passing
AI Context Sanitizer
A Python library that provides utility functions to sanitize user inputs and prompts before sending them to models like ChatGPT. This can help AI developers prevent unintended behavior or exploitation through malicious prompt crafting.
What It Does
- Removes system-level commands from prompts.
- Supports custom sanitization rules via a YAML configuration file.
- Handles edge cases like missing or invalid configuration files.
Installation
Install the required dependencies using pip:
pip install pyyamlUsage
Command Line Interface
Run the script directly from the command line:
python ai_context_sanitizer.py "Your prompt here" --config path/to/config.yamlprompt: The raw user input or prompt string to sanitize.--config: (Optional) Path to a YAML configuration file containing custom sanitization rules.
Example YAML Configuration
rules:
- pattern: "test"
replacement: "mock"Programmatic Usage
You can also use the utility functions directly in your Python code:
from ai_context_sanitizer import sanitize_prompt, load_config
config = load_config("path/to/config.yaml")
prompt = "This is a test prompt"
sanitary_prompt = sanitize_prompt(prompt, config)
print(sanitary_prompt)Source Code
import re
import yaml
from argparse import ArgumentParser
def sanitize_prompt(prompt, config=None):
if config is None:
config = {}
# Remove system-level commands
prompt = re.sub(r'[.;&$`\\]', '', prompt)
# Remove custom rules
for rule in config.get('rules', []):
prompt = re.sub(rule['pattern'], rule['replacement'], prompt)
return prompt
def load_config(file_path):
try:
with open(file_path, 'r') as file:
return yaml.safe_load(file)
except FileNotFoundError:
return {}
except yaml.YAMLError:
return {}
if __name__ == '__main__':
parser = ArgumentParser(description='AI Context Sanitizer')
parser.add_argument('prompt', help='Raw user input or prompt string')
parser.add_argument('--config', help='Optional YAML configuration file for custom rules')
args = parser.parse_args()
config = load_config(args.config) if args.config else None
sanitized = sanitize_prompt(args.prompt, config)
print(sanitized)
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Details
- Tool Name
- ai_context_sanitizer
- Category
- AI Security Risks in ChatGPT
- Generated
- April 1, 2026
- Tests
- Passing ✅
- Fix Loops
- 2
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/2026-04-01/ai_context_sanitizer cd generated_tools/2026-04-01/ai_context_sanitizer pip install -r requirements.txt 2>/dev/null || true python ai_context_sanitizer.py