🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits significant risks due to potential code execution vulnerabilities and obfuscation techniques, despite showing no immediate signs of credential theft. The combination of these factors raises concerns about possible malicious intent.

High shell risk due to subprocess.run
Significant obfuscation risk with exec and compile functions

Per-check LLM notes

Network: The network call to an external grid service may be legitimate if the package is designed for distributed computing or AI testing, but requires further investigation into its purpose and the destination URL.
Shell: Executing arbitrary commands via subprocess.run can pose a significant risk, especially if the command is influenced by user input, suggesting potential for malicious activities like code execution.
Obfuscation: The use of dynamic code execution with exec and compile functions suggests an attempt to obfuscate code, which could be used for malicious purposes.
Credentials: No clear patterns indicating credential harvesting were found.
Metadata: The package is from a new maintainer with limited activity, raising some suspicion.

📦 Package Quality Overall: Medium (6.2/10)

✦ High Test Suite 9.0

Test suite present — 6 test file(s) found

6 test file(s) detected (e.g. test_result_schema.py)

◈ Medium Documentation 7.0

Some documentation present

Documentation URL: "Documentation" -> https://sagar-grv.github.io/ai-testpilot-x/
Detailed PyPI description (9304 chars)

○ Low Contributing Guide 4.0

No contributing guide or governance files found

Development Status classifier >= Beta

◈ Medium Type Annotations 5.0

Partial type annotation coverage

79 type-annotated function signatures detected in source

◈ Medium Multiple Contributors 6.0

Limited contributor diversity

2 unique contributor(s) across 60 commits in sagar-grv/ai-testpilot-x
Two distinct contributors found

🔬 Heuristic Checks

⚠ Outbound Network Calls score 3.0

Found 2 network call pattern(s)

ding.""" try: r = httpx.get(f"{grid_url}/status", timeout=3.0) return r.status_c
) try: async with httpx.AsyncClient(timeout=10.0) as client: method_fn = getattr(cli

⚠ Code Obfuscation score 10.0

Found 5 obfuscation pattern(s)

ce: dict = {} exec(compile(code, "<selenium_script>", "exec"), namespace)
namespace: dict = {} exec(compile(code, "<selenium_script>", "exec"), namespace) fn_n
ict = {} exec(compile(code, "<selenium_script>", "exec"), namespace) namespace[f"test_{tc_id}"](dr
space: dict = {} exec(compile(code, "<selenium_script>", "exec"), namespace) fn_name = f"test_{tc_id}" if
t = ExecutionAgent() with __import__("pytest").raises(ValueError, match="not approved"): agent.run

⚠ Shell / Subprocess Execution score 2.0

Found 1 shell execution pattern(s)

s", "true"] try: subprocess.run(cmd, check=False) except KeyboardInterrupt: cons

✓ 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 score 2.5

Git history flags: Repository has zero stars and zero forks

Repository has zero stars and zero forks

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

Only one version has ever been released — brand new package
Author "sagar-grv" 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 ai-testpilot-x

Create a fully-functional mini-application named 'TestPilotMini' using the Python package 'ai-testpilot-x'. This application will serve as a simplified version of the full-featured QA tool provided by 'ai-testpilot-x', focusing on generating automated tests, running these tests via Selenium, analyzing the results, and providing a GO/NO GO decision for the software release based on the test outcomes.

### Features:
1. **Test Generation**: Users should be able to input a URL and select specific elements or actions to be tested (e.g., button clicks, form submissions).
2. **Selenium Integration**: The application will utilize Selenium to execute the generated tests against the specified web application.
3. **Bug Analysis**: After the tests have been executed, the application should analyze the results to identify any failures or anomalies.
4. **Release Decision**: Based on the analysis, the application should provide a GO/NO GO decision regarding whether the software is ready for release.
5. **User Interface**: Implement a simple command-line interface (CLI) for user interaction.
6. **Configuration Management**: Allow users to configure test parameters and preferences through a configuration file.

### Utilization of 'ai-testpilot-x':
- Use 'ai-testpilot-x' for the generation of test cases based on user inputs.
- Leverage its Selenium integration capabilities to run these tests.
- Employ its bug analysis tools to review test outcomes.
- Finally, use the decision-making capabilities to determine if the software passes or fails the quality assurance process.

### Steps to Build 'TestPilotMini':
1. Set up your development environment with Python and install the 'ai-testpilot-x' package.
2. Design and implement the CLI for user interaction.
3. Integrate 'ai-testpilot-x' functionalities for test generation, execution, and analysis.
4. Develop logic to interpret test results and make a release decision.
5. Test the application thoroughly with various scenarios to ensure reliability.
6. Document the application, including setup instructions and usage guidelines.