AI Analysis
The package exhibits low risks across all critical areas, with only minor concerns regarding metadata and potential obfuscation. Given the lack of evidence pointing towards malicious intent, the package can be considered safe.
- Low network and shell risks
- Ambiguous obfuscation risk
- No clear credential risk
- Some metadata inconsistencies
Per-check LLM notes
- Network: No network calls detected, which is normal for a Modbus library focused on local device communication.
- Shell: No shell execution detected, aligning with the expected behavior of a Modbus protocol handling package.
- Obfuscation: The observed byte sequences may indicate obfuscation but could also be part of Modbus protocol encoding, making it ambiguous without further context.
- Credentials: No clear patterns indicative of credential harvesting were found.
- Metadata: The package shows some red flags, such as an author with a missing or short name and a new/inactive account, but there are no clear signs of typosquatting or malicious intent.
Package Quality Overall: Medium (6.6/10)
Test suite present — 25 test file(s) found
Test runner config found: conftest.pyTest runner config found: pyproject.toml25 test file(s) detected (e.g. conftest.py)
Some documentation present
Documentation URL: "Documentation" -> https://graysonbellamy.github.io/anymodbus/Detailed PyPI description (7018 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Classifier: Typing :: TypedType checker (mypy / pyright / pytype) referenced in project254 type-annotated function signatures detected in source
Active multi-contributor project
3 unique contributor(s) across 21 commits in GraysonBellamy/anymodbusSmall but multi-author team (3–4 contributors)
Heuristic Checks
No suspicious network call patterns found
Found 1 obfuscation pattern(s)
0\x01\x00\x03", b"\x10\x00\x01\x00\x02\x04\x00\x0a\x01\x02", ]: adu = encode_adu(slave_address=42,
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: umd.edu>
All external links appear legitimate
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a real-time data monitoring tool for industrial devices using the 'anymodbus' Python package. This tool will connect to various sensors or controllers over a serial interface using Modbus RTU protocol and display live data readings on a simple graphical user interface (GUI). Here are the key steps and features to include in your project: 1. **Setup**: Install necessary packages including 'anymodbus', 'tkinter' for GUI, and 'anyio' for asynchronous operations. 2. **Connection Configuration**: Allow users to configure the serial port settings such as baud rate, parity, stop bits, and timeout through a configuration file or input form within the GUI. 3. **Data Retrieval**: Use 'anymodbus' to establish an asynchronous connection to the device and periodically read data from specific registers (e.g., temperature, pressure, voltage). 4. **Live Data Display**: Update the GUI in real-time with the latest data values retrieved from the device. Ensure the display is clear and easy to understand. 5. **Error Handling**: Implement robust error handling to manage issues like lost connections, incorrect data formats, and other potential errors gracefully. 6. **Logging**: Optionally, log all communication events and errors to a file for troubleshooting purposes. 7. **User Interface Enhancements**: Add features such as a start/stop button to begin or pause data collection, and a settings menu to adjust parameters dynamically without restarting the application. This project leverages 'anymodbus' to handle low-level communication details efficiently, allowing you to focus on building a user-friendly and functional monitoring tool.