amfs-core

v0.3.4 safe
1.0
Low Risk

AMFS core models, engine, and adapter ABC

🤖 AI Analysis

Final verdict: SAFE

The package has been assessed with no detectable risks across all evaluated categories, indicating a very low likelihood of malicious intent or supply-chain attack.

  • No network calls
  • No shell execution
  • No obfuscation
  • No credential harvesting
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external communications.
  • Shell: No shell execution patterns detected, indicating no immediate risk of command injection or similar attacks.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
  • Credentials: No credential harvesting patterns detected, suggesting safe handling of sensitive information.

📦 Package Quality Overall: Low (2.0/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
○ Low Documentation 1.0

No documentation detected

  • No documentation URL, doc files, or meaningful description found
○ 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

  • 133 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

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
  • Package has no PyPI classifiers (low effort / metadata quality)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with amfs-core 
Develop a fully functional mini-application called 'AudioMagic' using the Python package 'amfs-core'. AudioMagic will serve as an audio file management system that leverages the core functionalities of 'amfs-core', including its models, engine, and adapter ABCs. This application will allow users to upload, manage, and analyze audio files efficiently.

Step-by-Step Instructions:
1. Set up your development environment with Python and install the 'amfs-core' package.
2. Create a user interface where users can upload their audio files. Utilize the adapter functionality from 'amfs-core' to handle different types of audio formats.
3. Implement a search feature within AudioMagic that allows users to find specific audio files based on metadata like title, artist, album, and genre. Use the model and engine capabilities provided by 'amfs-core' to enhance the search experience.
4. Add an analysis tool to your application which can provide insights into the uploaded audio files such as duration, bitrate, and other technical details. Again, rely on 'amfs-core' to process these analyses.
5. Ensure that the application supports basic file management operations such as renaming, deleting, and moving audio files.
6. Integrate a feature that allows users to share their audio files directly from the application via email or social media links.
7. Finally, implement a backup mechanism that automatically saves all user data periodically.

Suggested Features:
- Support for multiple audio formats (MP3, WAV, FLAC)
- Real-time progress bar during file uploads
- Detailed error messages for failed uploads or searches
- User authentication and permission levels
- Integration with popular cloud storage services for additional storage options
- Mobile responsiveness to ensure usability on smartphones and tablets

Utilizing 'amfs-core':
Throughout the development of AudioMagic, you'll utilize the 'amfs-core' package extensively. For instance, when handling the uploading and managing of audio files, you'll leverage the adapter ABCs to ensure compatibility across various audio file formats. When implementing the search and analysis features, you'll use the models and engine components of 'amfs-core' to provide robust and efficient functionality. Your goal is to demonstrate the full potential of 'amfs-core' in building a comprehensive and user-friendly audio management solution.

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