aidu-ai-llm

v0.1.0 safe
1.0
Low Risk

LLM abstraction layer for the AIDu ecosystem.

🤖 AI Analysis

Final verdict: SAFE

The package shows no signs of malicious activity or obfuscation and does not execute shell commands or harvest credentials. It is considered safe for use.

  • No network calls detected.
  • No shell execution patterns found.
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires external services.
  • Shell: No shell execution patterns detected, indicating no direct system command risks.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.

📦 Package Quality Overall: Low (2.0/10)

○ 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 (2840 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
○ Low Type Annotations 1.0

No type annotations detected

  • No type annotations, py.typed marker, or stub files detected
○ 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 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 aidu-ai-llm
Create a personal finance advisor app using the Python package 'aidu-ai-llm'. This app will help users manage their finances by providing personalized advice based on their spending habits and financial goals. The app should include the following features:

1. **User Registration & Authentication**: Allow users to sign up and log in securely.
2. **Expense Tracking**: Users can input their daily expenses (e.g., groceries, utilities, entertainment) with categories and amounts.
3. **Budget Planner**: Based on the user's income and expenses, the app should suggest a monthly budget plan.
4. **Savings Calculator**: Estimate how much the user can save each month if they adhere to the suggested budget.
5. **AI-Driven Advice**: Using the 'aidu-ai-llm' package, provide tailored financial advice such as investment tips, saving strategies, and ways to reduce unnecessary spending.
6. **Financial Goal Setting**: Users can set short-term and long-term financial goals (e.g., buying a house, retirement savings), and the app will provide actionable steps to achieve these goals.
7. **Notification System**: Send reminders and notifications about upcoming bills, savings progress, and any other important financial updates.

**How to Use 'aidu-ai-llm' Package**: 
- Integrate the package to analyze user data and generate personalized financial insights and advice.
- Utilize the package's LLM capabilities to process natural language queries from users about their finances and provide relevant responses.
- Implement machine learning models provided by 'aidu-ai-llm' to predict future financial trends based on historical data.

💬 Discussion Feed

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