AI Analysis
Final verdict: SAFE
The package shows no signs of malicious activity, with very low risks across all categories. The metadata risk is slightly elevated due to the maintainer having only one package, but this alone does not suggest a supply-chain attack.
- No network or shell execution detected.
- No signs of obfuscation or credential harvesting.
Per-check LLM notes
- Network: No network calls detected, which is normal for a utility package like aws-croniter that likely focuses on cron expression manipulation without external dependencies.
- Shell: No shell execution patterns detected, consistent with a benign library focused on croniter functionality.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package, which might indicate a new or less active account, but no other red flags are present.
Package Quality Overall: Low (3.8/10)
◈ Medium
Test Suite
6.0
Partial test coverage signals detected
Test runner config found: pyproject.toml
◈ Medium
Documentation
5.0
Some documentation present
Detailed PyPI description (15668 chars)
○ Low
Contributing Guide
2.0
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium
Type Annotations
5.0
Partial type annotation coverage
18 type-annotated function signatures detected in source
○ Low
Multiple Contributors
1.0
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
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: techwithsid.com
Suspicious Page Links
All external links appear legitimate
Git Repository History
No GitHub repository linked
No GitHub repository link found
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "Siddarth Patil" 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 aws-croniter
Create a Python-based task scheduler mini-application named 'CronMaster' that leverages the 'aws-croniter' package to manage scheduled tasks efficiently. This application should serve as a simple yet powerful tool for users to schedule and manage their tasks using AWS-compatible cron expressions. Here's a detailed breakdown of the application's requirements and functionalities: 1. **User Interface**: Design a user-friendly command-line interface (CLI) where users can interact with the application. 2. **Task Management**: Allow users to add, modify, and delete scheduled tasks. Each task should have a unique identifier. 3. **Cron Expression Validation**: Utilize 'aws-croniter' to validate user-provided cron expressions before adding them to the system. Ensure that only valid cron expressions are accepted. 4. **Task Execution**: Implement a feature that simulates the execution of tasks based on their cron schedules. For simplicity, the execution could just print out a message indicating that the task would run at the specified time. 5. **Scheduling Flexibility**: Enable users to specify different types of tasks (e.g., daily, hourly, weekly), each with its own cron expression. 6. **Help Documentation**: Include a help menu within the CLI that explains various commands and how to use the application effectively. 7. **Error Handling**: Implement robust error handling to guide users through common issues such as incorrect cron expressions or duplicate task IDs. 8. **Persistence**: Save the scheduled tasks in a file or database so that they persist across sessions. This ensures that users don't lose their scheduled tasks when closing and reopening the application. 9. **Advanced Features (Optional)**: Consider adding advanced features like task prioritization, notifications for upcoming tasks, and a graphical representation of the task schedule. By following these guidelines, you'll create a versatile and user-friendly task scheduler that showcases the capabilities of the 'aws-croniter' package in managing AWS-compatible cron expressions.
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