AI Analysis
The package arourgos-core v1.0.1 exhibits a high obfuscation risk due to the use of eval with user input, which can lead to code injection vulnerabilities. Despite no clear signs of credential harvesting or direct malicious intent, the overall risk is elevated.
- High obfuscation risk due to eval usage with user input.
- Signs of a potentially low-effort package release.
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package is expected to perform network operations.
- Shell: No shell execution patterns detected, indicating the package does not execute external commands.
- Obfuscation: The use of eval with user input is highly suspicious and can be used for code injection, indicating potential malicious intent.
- Credentials: No obvious patterns for harvesting credentials or secrets were detected.
- Metadata: The package shows signs of being new and potentially low-effort, but there are no clear red flags indicating malicious intent.
Package Quality Overall: Low (3.8/10)
Partial test coverage signals detected
1 test file(s) detected (e.g. test_base_agent.py)
Some documentation present
Detailed PyPI description (9492 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
75 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
No suspicious network call patterns found
Found 2 obfuscation pattern(s)
str: return str(eval(expression)) """ def decorator(f: Callable) -> Sframework. """ __path__ = __import__('pkgutil').extend_path(__path__, __name__) from .base_agent import
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor "Sonia & Om" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Your task is to create a simple yet powerful personal task manager using the 'autourgos-core' Python package. This app will allow users to manage their daily tasks, set reminders, and integrate with other tools through the use of the package's core functionalities. Steps to follow: 1. Install the 'autourgos-core' package and import its necessary modules. 2. Define a Task class that represents individual tasks, including attributes such as title, description, due date, priority level, and completion status. 3. Implement a TaskManager class that manages a collection of tasks. This class should have methods to add, delete, update, and retrieve tasks. 4. Use the @tool decorator provided by 'autourgos-core' to create command-line interfaces for adding, deleting, updating, and listing tasks. 5. Integrate a reminder system that sends notifications when tasks are due. You can simulate these notifications in the console for now. 6. Extend the functionality by allowing users to tag tasks with labels for better organization. 7. Finally, implement a feature that generates a JSON schema based on the Task class structure, using the schema generation capabilities of 'autourgos-core'. Suggested Features: - User-friendly CLI for managing tasks. - Ability to filter tasks by label/tag. - Priority-based sorting of tasks. - Support for recurring tasks. - Integration with external calendar services for synchronization. How 'autourgos-core' is Utilized: - The Tool class from 'autourgos-core' will serve as the foundation for your CLI commands. - The @tool decorator simplifies the creation of command-line interfaces for interacting with the TaskManager. - Schema generation helps in defining and validating the structure of task data, ensuring consistency and ease of integration with other systems.
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