AI Analysis
Final verdict: SUSPICIOUS
The package shows minimal risk in terms of network usage, shell execution, obfuscation, and credential handling. However, the metadata risk score of 4/10 due to a non-HTTPS link and a single-author status raises some concerns, warranting further investigation.
- Non-HTTPS link in metadata
- Single-package author
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires external services.
- Shell: No shell execution detected, indicating no direct system command execution by the package.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The presence of a non-HTTPS link and a single-package author suggests potential risk, but lacks strong indicators of malice.
Package Quality Overall: Low (4.2/10)
○ Low
Test Suite
1.0
No test suite detected
No test files or test-runner configuration detected
◈ Medium
Documentation
5.0
Some documentation present
Detailed PyPI description (6630 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
13 type-annotated function signatures detected in source
✦ High
Multiple Contributors
8.0
Active multi-contributor project
3 unique contributor(s) across 64 commits in somwaki/anysdSmall but multi-author team (3–4 contributors)
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: gmail.com
Suspicious Page Links
score 2.0
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://127.0.0.1:5000
Git Repository History
Repository somwaki/anysd appears legitimate
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "Somwaki" 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 anysd
Create a USSD-based mini-application using the 'anysd' package that allows users to check their bank account balance and perform simple transactions such as transferring money to another account or depositing funds into their account. This application will serve as a basic banking service interface via USSD codes, which are commonly used on feature phones without internet access. ### Project Overview: - **Application Name:** QuickBank USSD - **Primary Functionality:** Provide users with a quick and easy way to manage their bank accounts via USSD codes. - **Features:** - Account Balance Inquiry: Users can enter their account number and PIN to view their current balance. - Transfer Funds: Users can initiate a transfer to another account by providing the recipient's account number and specifying the amount. - Deposit Funds: Users can add funds to their account by specifying the amount they wish to deposit. - Transaction History: A brief history of recent transactions will be available for review. ### Utilizing the 'anysd' Package: - **Navigation Management:** Use the built-in navigation system provided by 'anysd' to handle user inputs and guide them through different menu options seamlessly. - **Session Management:** Implement session management using 'anysd' to keep track of user sessions, ensuring that each interaction is tied to the correct user. - **Error Handling:** Integrate robust error handling within the application to provide clear and concise feedback when users input incorrect USSD codes or make mistakes during transactions. - **Security Measures:** Ensure that all sensitive information like account numbers and PINs are handled securely, possibly through encryption or secure data storage mechanisms supported by 'anysd'. ### Steps to Build the Application: 1. **Setup Environment:** Install Python and the 'anysd' package. Set up a virtual environment if necessary. 2. **Define Menu Structure:** Design the USSD menu structure, including main menus and sub-menus for different functionalities. 3. **Implement Core Features:** Write the code to implement the core functionalities such as account balance inquiry, fund transfer, and deposits. 4. **Add Navigation Logic:** Use 'anysd' to define navigation paths between different menu options and actions. 5. **Test Thoroughly:** Test the application with various scenarios to ensure it handles both valid and invalid user inputs gracefully. 6. **Deploy & Document:** Prepare documentation for end-users and deploy the application in a test environment before going live.
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