axa-yap

v0.1.4 suspicious
5.0
Medium Risk

Windows hold-to-speak dictation app using SecureGPT.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of potential low effort or malicious intent due to metadata issues, including a lack of maintainer history and no GitHub repository. However, other checks show low risks for network, shell execution, and obfuscation.

  • Metadata risk with low maintainer history and no GitHub repository
  • Potential network risk due to hardcoded URLs
Per-check LLM notes
  • Network: Network calls are likely for legitimate API interactions, but could indicate data exfiltration if URLs are hardcoded and suspicious.
  • Shell: No shell execution patterns detected, suggesting low risk.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
  • Credentials: No credential harvesting patterns detected, suggesting safe handling of sensitive information.
  • Metadata: The package shows several red flags such as lack of maintainer history and absence of a GitHub repository, indicating potential low effort or malicious intent.

📦 Package Quality Overall: Low (2.8/10)

○ 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 (2203 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

  • 8 type-annotated function signatures (partial)
○ 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 score 3.0

Found 2 network call pattern(s)

  • try: response = requests.post( str(self.oneaccount_login_url),
  • try: response = requests.post( self.api_url, headers=hea
✓ 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 8.0

4 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • 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 axa-yap 
Create a fully-functional mini-application called 'SpeechGuard' that leverages the 'axa-yap' package to enable secure voice dictation on Windows systems. The application should allow users to activate dictation mode by holding down a specified key (such as the 'Windows' key), and then speak their commands or text input. Once the user releases the key, the spoken words will be converted into text using SecureGPT technology, ensuring that all interactions remain private and secure.

Key Features:
1. Hold-to-Speak Mode: Users can start dictating by pressing and holding a predefined key and stop dictation by releasing it.
2. Secure Text Conversion: Utilize SecureGPT to convert spoken words into written text, maintaining privacy throughout the process.
3. Customizable Key Binding: Allow users to choose which key activates the dictation feature.
4. Real-time Feedback: Display the text being dictated in real-time within the application window.
5. Error Correction Interface: Provide an easy-to-use interface for correcting any transcription errors immediately after dictation.
6. Export Functionality: Enable users to save their dictated text to a file or clipboard.
7. User Guide: Include a comprehensive guide explaining how to use each feature and customize settings.

Utilization of 'axa-yap':
- Import the 'axa-yap' package to handle the Windows-specific hold-to-speak functionality.
- Use the SecureGPT component within 'axa-yap' to ensure that all dictation is processed securely.
- Integrate the package's event listeners to detect when the activation key is pressed and released.
- Implement the package's text conversion methods to receive real-time feedback from SecureGPT during dictation.
- Customize the application's UI to reflect the output of the text conversion process.
- Ensure all interactions with the package respect user privacy and security principles.

💬 Discussion Feed

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