🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has a moderate risk score due to potential metadata issues and unverified network calls, although no direct malicious activities or obfuscation techniques were found.

Suspicious non-HTTPS link in metadata
Lack of maintainer information
Unreviewed network call patterns

Per-check LLM notes

Network: The observed network call patterns are typical for a package that likely interacts with external services, but should be reviewed for the necessity and security of the connections.
Shell: No shell execution patterns were detected, which is normal and expected.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: Suspicious non-HTTPS link and lack of maintainer information suggest potential risk.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 6.0

Found 4 network call pattern(s)

H, "") async with httpx.AsyncClient(transport=self.transport, timeout=self.timeout) as client:
nager.app) async with httpx.AsyncClient(transport=transport, base_url=base_url) as client:
nt app async with httpx.AsyncClient() as test_client: main_app = to_a2a(
GI app.""" async with httpx.AsyncClient(transport=transport, base_url=base_url) as client:

✓ 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 score 2.0

Found 1 suspicious link(s) on the package page

Non-HTTPS external link: http://agent-url/.well-known/agent-card.json

✓ Git Repository History

No GitHub repository linked

No GitHub repository link found

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

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 agentic-layer-sdk-adk

Create a fully-functional mini-application that demonstrates the capabilities of the 'agentic-layer-sdk-adk' package. Your application should serve as a simple yet powerful tool that showcases how to configure and utilize agents within the Agentic Layer ecosystem, specifically focusing on the integration with Google ADK. Here’s a step-by-step guide on what your application should achieve:

1. **Setup**: Begin by setting up a new Python project. Ensure you install the necessary dependencies including 'agentic-layer-sdk-adk'.
2. **Agent Configuration**: Use the SDK to configure an agent within the Agentic Layer. This includes setting up OTEL for tracing, metrics, and logging.
3. **Starlette Integration**: Convert your ADK agent into an instrumented Starlette application, demonstrating how to integrate advanced monitoring tools seamlessly into web services.
4. **Inter-Agent Communication**: Implement a feature that allows your application to communicate with other agents using the A2A protocol, showcasing real-time data exchange between different services.
5. **User Interface**: Develop a basic user interface (UI) that allows users to interact with your application and view the logs, metrics, and traces generated by the configured agent.
6. **Documentation**: Provide comprehensive documentation detailing each step of the setup process, including how to run the application locally and any additional configurations required.

**Suggested Features**:
- Enable users to start, stop, and monitor their agents directly from the UI.
- Include a dashboard that visualizes collected metrics and logs.
- Allow for easy configuration adjustments through a settings panel.
- Implement error handling to ensure smooth operation even under unexpected conditions.

Your task is to create a mini-application that not only functions well but also serves as a practical example of how to leverage the 'agentic-layer-sdk-adk' package for developing robust and monitored applications.