async-sunspec

v0.1.0 suspicious
4.0
Medium Risk

Async implementation of SunSpec Modbus communication.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits unusually high metadata risk signals without corresponding technical indicators of malicious behavior, suggesting potential supply-chain concerns.

  • High metadata risk score
  • Suspicious git repository and maintainer history
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communications.
  • Shell: No shell execution patterns detected, indicating the package likely does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows signs of being potentially malicious due to suspicious git repository and maintainer history flags.

📦 Package Quality Overall: Low (4.8/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Docs" -> https://async-sunspec.readthedocs.io/en/latest/?badge=latest
  • Detailed PyPI description (1317 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 27 type-annotated function signatures detected in source
○ Low Multiple Contributors 2.0

Single-author or unverifiable project

  • 1 unique contributor(s) across 1 commits in fundacaocerti/asyncio-sunspec
  • Single author with few commits — possibly a personal or throwaway project

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: certi.org.br>

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 5.0

Git history flags: Very few commits: 1 total

  • Very few commits: 1 total
  • Single contributor with only 1 commit(s) — possibly throwaway account
⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with async-sunspec 
Create a Python-based utility that leverages the 'async-sunspec' package to monitor and control solar inverters connected via Modbus. This tool will serve as a robust solution for solar panel system operators who need real-time data and control capabilities over their equipment.

Step 1: Setup the Project Environment
- Initialize a new Python project.
- Install necessary packages including 'async-sunspec', 'pandas', and 'matplotlib'.

Step 2: Implement Data Retrieval
- Use 'async-sunspec' to asynchronously connect to the Modbus server of a solar inverter.
- Retrieve real-time data from the inverter such as power output, voltage, current, and temperature.

Step 3: Develop Data Analysis
- Integrate 'pandas' for data processing and analysis.
- Calculate key metrics like efficiency and energy yield based on retrieved data.

Step 4: Visualize Data
- Utilize 'matplotlib' to create dynamic graphs displaying the analyzed data.
- Ensure the visualizations update in real-time or at regular intervals.

Suggested Features:
- User-friendly command-line interface for initiating data retrieval and analysis processes.
- Option to log collected data into a CSV file for historical analysis.
- Alert system that notifies users via email or SMS if certain thresholds (e.g., low power output) are breached.
- Ability to send control commands back to the inverter to adjust settings based on the analysis results.

How 'async-sunspec' is Used:
- Establish asynchronous connections to the inverter using 'async-sunspec' to ensure non-blocking operations and efficient data fetching.
- Leverage the package's capabilities to handle multiple inverter models and configurations seamlessly.
- Implement error handling and reconnection logic to maintain stable communication with the inverter.

This project aims to provide a comprehensive tool for managing solar inverter systems efficiently and effectively.

💬 Discussion Feed

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