ape-framework

v2.0.0 suspicious
4.0
Medium Risk

Package for evaluating algebra problems using AI systems.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has legitimate functionalities but raises concerns due to incomplete author information and potential inactivity of the maintainer, despite showing no signs of malicious activity in its codebase.

  • Incomplete author information
  • Potential inactivity of the maintainer
Per-check LLM notes
  • Network: The package makes network requests which could be legitimate if the package is designed to interact with external services.
  • Shell: No shell execution patterns were detected.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The author's information is incomplete and the maintainer seems new or inactive, raising some suspicion.

📦 Package Quality Overall: Low (4.4/10)

✦ High Test Suite 9.0

Test suite present — 11 test file(s) found

  • 11 test file(s) detected (e.g. test_data.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (1175 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

  • 142 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 9.0

Found 6 network call pattern(s)

  • ) req = urllib.request.Request( url, data=payload, headers={"Conten
  • try: with urllib.request.urlopen( req, timeout=self.RESPONSE_TIME
  • julia.get_tool() @patch("urllib.request.urlopen") def test_success_execution(self, mock_urlopen:
  • In("error", res) @patch("urllib.request.urlopen") def test_runtime_error(self, mock_urlopen: Mag
  • n("stdout", res) @patch("urllib.request.urlopen") def test_timeout(self, mock_urlopen: MagicMock
  • julia runtime") @patch("urllib.request.urlopen") def test_server_error_urllib(self, mock_urlope
✓ 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 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" 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 ape-framework 
Create a fully-functional mini-application named 'AlgebraMaster' that leverages the 'ape-framework' Python package to evaluate and solve algebraic equations. This app will serve as a learning tool for students of all levels, allowing them to input various algebraic expressions and receive solutions, step-by-step explanations, and graphical representations of the equations where applicable.

**Step-by-Step Application Functionality:**
1. **User Interface**: Develop a simple, user-friendly interface where users can input algebraic equations directly or select from pre-defined examples.
2. **Equation Parsing**: Utilize the 'ape-framework' to parse the input equation into a format suitable for analysis.
3. **Solution Generation**: Employ 'ape-framework' to solve the parsed equation. Ensure the solution process is broken down into steps for better understanding.
4. **Graphical Representation**: For equations that allow it (e.g., linear, quadratic), generate graphs using libraries like Matplotlib to visually represent the equation and its solution.
5. **Explanation and Feedback**: Provide clear, concise explanations for each step of the solution process. Offer feedback on common mistakes made during problem-solving.
6. **Export Option**: Allow users to export their solved equations along with explanations and graphs as PDF documents.

**Suggested Features**:
- Support for basic algebraic operations (addition, subtraction, multiplication, division).
- Handling of variables and constants within equations.
- Capability to solve linear, quadratic, and polynomial equations.
- Integration with 'ape-framework' for advanced problem-solving techniques.
- Interactive graphing for visual learners.
- Comprehensive documentation and tutorials for both students and educators.

**How 'ape-framework' is Utilized**:
- Use 'ape-framework' for parsing and solving equations to ensure accuracy and efficiency.
- Leverage any specialized functions provided by 'ape-framework' for handling complex algebraic structures.
- Incorporate 'ape-framework' for generating detailed, step-by-step solutions to enhance educational value.

Develop 'AlgebraMaster' to be accessible, educational, and engaging, making it a valuable resource for anyone looking to improve their algebra skills.

💬 Discussion Feed

Leave a comment

No discussion yet. Be the first to share your thoughts!