apexdevkit

v1.29.4 suspicious
5.0
Medium Risk

Apex Development Tools for python.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows moderate signs of obfuscation and has limited metadata, which raises concerns about its true intentions. However, there is no direct evidence of malicious activities like shell execution or credential harvesting.

  • moderate obfuscation risk
  • limited maintainer metadata
Per-check LLM notes
  • Network: The use of httpx.Client with a base URL and timeout indicates the package is making network requests, which could be legitimate depending on its purpose.
  • Shell: No shell execution patterns detected.
  • Obfuscation: The code shows signs of obfuscation which could be used to hide the true nature of the operations being performed, posing a moderate risk.
  • Credentials: No clear patterns indicative of credential harvesting were detected.
  • Metadata: The maintainer has only one package and no associated GitHub repository, which could indicate a new or less active account.

📦 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

  • 384 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 score 1.5

Found 1 network call pattern(s)

  • px.Client: return httpx.Client( base_url=self.url, timeout=
⚠ Code Obfuscation score 10.0

Found 6 obfuscation pattern(s)

  • values=", ".join(val.eval() for val in node.values), ) def _column_for(se
  • return node.values[index].eval() if len(node.values) > index else None from __future__ imp
  • exponent: int = 1 def eval(self) -> str: return str(self.value / self.exponent)
  • ) -> str: return self.eval() @classmethod def from_decimal(cls, value: Decimal
  • alue: value: str def eval(self) -> str: return f"N'{self.value}'" def as_
  • Value: date: str def eval(self) -> str: date = self.date.replace("T", " ")
✓ 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: apex.ge

✓ 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 "Apex Dev" 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 apexdevkit 
Create a fully-functional mini-application that serves as a personal finance manager using the 'apexdevkit' Python package. This application will allow users to track their income, expenses, and savings over time, providing insights and analytics on their financial health. Utilize the core features of 'apexdevkit' to streamline the development process and enhance functionality.

### Application Requirements:
- **User Authentication**: Implement a simple login system where users can create accounts and log in securely. Use 'apexdevkit' to manage user sessions and authentication tokens efficiently.
- **Transaction Management**: Users should be able to add new transactions (both income and expenses) and categorize them into predefined categories like 'Groceries', 'Utilities', 'Entertainment', etc. Use 'apexdevkit' to handle database interactions seamlessly.
- **Financial Insights**: Provide users with visual representations of their spending habits, savings trends, and other financial metrics. Integrate 'apexdevkit' to generate real-time analytics and charts.
- **Budgeting Tool**: Allow users to set monthly budgets for different categories and receive notifications when they are close to exceeding their limits. Leverage 'apexdevkit' to automate these notifications and alerts.
- **Export/Import Options**: Enable users to export their transaction data into CSV files for backup purposes or import data from other sources. Use 'apexdevkit' to facilitate smooth file handling operations.

### How to Utilize 'apexdevkit':
- **Session Management**: Use 'apexdevkit' to manage user sessions and ensure secure authentication processes.
- **Database Operations**: Leverage 'apexdevkit' for efficient database operations, such as querying, inserting, updating, and deleting records related to user transactions.
- **Data Visualization**: Utilize 'apexdevkit' to generate dynamic charts and graphs that provide a visual overview of financial data.
- **Automation**: Employ 'apexdevkit' to automate tasks like sending budget alerts and managing notifications.
- **File Handling**: Use 'apexdevkit' to handle file imports and exports, ensuring data integrity and security during these operations.

Develop this application with a focus on usability, security, and efficiency, making full use of 'apexdevkit' to enhance its capabilities.

💬 Discussion Feed

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