AI Analysis
Final verdict: SUSPICIOUS
The package exhibits moderate levels of network and obfuscation risks, with no clear signs of malicious intent but potential for abuse.
- moderate network call pattern
- attempted code obfuscation
Per-check LLM notes
- Network: The network call pattern is typical for checking for updates or fetching external resources but requires scrutiny to ensure it's not being misused.
- Shell: No shell execution patterns detected, which is normal and expected.
- Obfuscation: The observed obfuscation pattern suggests an attempt to hide the import of a plugin, which could be suspicious but may also serve a legitimate purpose such as delaying detection in development environments.
- Credentials: No clear signs of credential harvesting detected.
- Metadata: The maintainer's author information is incomplete and may be a new or inactive account, but no other red flags were identified.
Heuristic Checks
Outbound Network Calls
score 1.5
Found 1 network call pattern(s)
try: ab_response = requests.get(ab_url) except: print("Could not fetch latest Ac
Code Obfuscation
score 2.0
Found 1 obfuscation pattern(s)
ins: try: __import__(plugin) logger.info(f"Successfully loaded plugin: {plug
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: cml.leidenuniv.nl>
Suspicious Page Links
All external links appear legitimate
Git Repository History
Repository LCA-ActivityBrowser/activity-browser appears legitimate
Maintainer History
score 4.0
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" 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 activity-browser
Create a fully-functional mini-application called 'EcoImpactExplorer' using Python and the 'activity-browser' package. This application will serve as a user-friendly tool for analyzing environmental impacts of various activities within the life cycle assessment framework provided by brightway2. The application should allow users to browse and visualize different activities and their associated environmental impacts in a clear and interactive manner. Step-by-Step Instructions: 1. Set up the development environment with Python and install the required packages, including 'activity-browser' and 'brightway2'. 2. Design a simple yet intuitive GUI layout using 'activity-browser', which includes sections for displaying activity names, categories, and their respective environmental impact scores. 3. Implement functionality to load and display a predefined set of activities from the brightway2 database. Users should be able to search and filter activities based on specific criteria such as category or impact score. 4. Add interactive elements like charts or graphs to visually represent the environmental impact data for each activity. For example, a bar chart showing the contribution of each process to the total impact. 5. Include a feature that allows users to select multiple activities and compare their environmental impacts side-by-side. 6. Ensure the application is responsive and provides informative tooltips or help texts to guide users through its functionalities. 7. Finally, test the application thoroughly to ensure all features work as expected and provide a seamless user experience. Suggested Features: - Customizable visualization options for different types of environmental impacts. - Exporting results to CSV or PDF formats for further analysis. - User authentication and permission levels for managing access to sensitive data. - Integration with external data sources to expand the scope of available activities. How to Utilize 'activity-browser': - Use 'activity-browser' to create the main window and navigation components of the application. It provides a robust framework for building complex GUI applications in Python. - Leverage the graphical capabilities of 'activity-browser' to present the environmental impact data in an engaging and accessible way. For instance, use it to embed interactive charts or tables directly into the application interface. - Explore additional functionalities offered by 'activity-browser' to enhance the user interaction and data presentation aspects of your application.