🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits a moderate level of risk due to its interaction with external services and the maintainer's lack of activity on PyPI.

moderate network risk due to REST API calls
low metadata maturity

Per-check LLM notes

Network: The presence of network calls is expected for a package that likely interacts with external services, but further investigation is needed to confirm the legitimacy of the service.
Shell: No shell execution patterns were detected, which is reassuring.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The maintainer has only one package and lacks PyPI classifiers, indicating low effort or new/inactive status.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

d: self._client = httpx.AsyncClient(timeout=self.timeout_s) return self._client asy

✓ 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 "Cisco AI Defense Team" 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 agent-control-evaluator-cisco

Create a security assessment tool using the 'agent-control-evaluator-cisco' Python package. This tool will evaluate the security posture of various network devices managed by Cisco AI Defense, providing insights into potential vulnerabilities and compliance issues. The application should have the following functionalities:

1. **Device Connection**: Allow users to input connection details (IP address, credentials) for Cisco-managed devices.
2. **Security Assessment**: Utilize the 'agent-control-evaluator-cisco' package to perform a comprehensive security assessment on each device, including but not limited to, vulnerability scans, compliance checks, and anomaly detection.
3. **Report Generation**: Automatically generate detailed reports summarizing the findings from the security assessments, highlighting critical issues that require immediate attention.
4. **User Interface**: Develop a simple yet effective user interface (CLI or GUI) for ease of use.
5. **Notification System**: Implement a notification system that alerts users via email or SMS about any critical security breaches detected during the assessment.
6. **Customization Options**: Provide options for users to customize certain aspects of the security assessment process, such as selecting specific types of scans or setting thresholds for criticality levels.

The 'agent-control-evaluator-cisco' package is essential for interfacing with Cisco AI Defense systems and performing the necessary evaluations. Ensure your application leverages its capabilities fully while also ensuring data privacy and security throughout the assessment process.