athena-ptc-middleware

v0.1.1 suspicious
4.0
Medium Risk

LangGraph agent middleware that surfaces Athena Programmatic Tool Calling (PTC) sub-events as nested tool cards

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits low risks across multiple categories but has a moderate metadata risk due to potential low maintainer effort, which could indicate a lack of proper maintenance or updates. This warrants further investigation.

  • Low network, shell, obfuscation, and credential risks
  • Moderate metadata risk due to low maintainer effort
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communications.
  • Shell: No shell execution patterns detected, indicating the package likely does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows signs of low maintainer effort and could be suspicious, but lacks clear indicators of malicious intent.

📦 Package Quality Overall: Low (3.8/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (1527 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

  • 10 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

No suspicious network call patterns found

✓ 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 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 athena-ptc-middleware 
Create a mini-application named 'LangGraphToolExplorer' that leverages the 'athena-ptc-middleware' package to explore and manage nested tool cards surfaced from Athena Programmatic Tool Calling (PTC) events. This application should allow users to interactively browse through different layers of nested tools, execute specific tools, and view the results or outputs directly within the app interface.

Step 1: Set up your development environment with Python installed, along with the 'athena-ptc-middleware' package. Ensure you have the necessary permissions and configurations set for accessing Athena PTC services.

Step 2: Design the main interface of 'LangGraphToolExplorer', which includes a sidebar for navigation and a main content area for displaying tool cards. Implement a clean and user-friendly design.

Step 3: Integrate the 'athena-ptc-middleware' package into your application. Use its functionalities to fetch and display nested tool cards from Athena PTC events. Each tool card should contain relevant information such as the tool name, description, and any parameters required for execution.

Step 4: Develop interactive features allowing users to expand or collapse nested tool cards, revealing more detailed information about each tool. Users should also be able to select and execute individual tools, with their outputs displayed within the application.

Step 5: Enhance the application with additional features like search functionality to find specific tools, bookmarks to save frequently used tools, and a history tab to track previously executed tools and their results.

Ensure your application is well-documented, with clear instructions on setup and usage. Include comments in your code to explain how 'athena-ptc-middleware' is utilized throughout the application.

💬 Discussion Feed

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