agentforge-py

v0.2.4 suspicious
5.0
Medium Risk

AgentForge — open-source plug-and-play framework for production AI agents

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits some characteristics that raise suspicion, particularly concerning subprocess execution and metadata anomalies, but lacks clear indicators of malicious activity.

  • Subprocess execution without elevated permissions
  • Repository not found and maintainer has only one package
Per-check LLM notes
  • Network: No network calls detected, which is normal and not indicative of any risk.
  • Shell: Subprocess execution without elevated permissions is observed, which could potentially be used to execute arbitrary commands if misused.
  • Obfuscation: The use of limited node types without eval() suggests obfuscation for code clarity or size reduction rather than malicious intent.
  • Credentials: No patterns indicative of credential harvesting were found.
  • Metadata: The repository not being found and the maintainer having only one package suggest potential risk.

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • sive walker). **Does not use `eval()`** — only a closed set of node types is allowed, so the to
⚠ Shell / Subprocess Execution score 4.0

Found 2 shell execution pattern(s)

  • if editor: return subprocess.run( # noqa: S603 # nosec B603 — $EDITOR is user's own
  • l=False (default). return subprocess.run(cmd, check=False).returncode # noqa: S603 # nosec B603 ""
✓ 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 3.0

Repository not found (deleted or private)

  • Repository not found (deleted or private)
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "The AgentForge Authors" 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 agentforge-py 
Create a chatbot application named 'SmartAssistant' using the Python package 'agentforge-py'. This application will serve as a personal assistant capable of handling various tasks such as scheduling meetings, sending emails, and providing weather updates. The goal is to demonstrate the flexibility and power of 'agentforge-py' by integrating multiple AI capabilities into a cohesive user experience.

Step 1: Set up the development environment. Ensure you have Python installed, along with the necessary libraries like 'agentforge-py', 'requests', and 'schedule'.

Step 2: Design the chat interface. The chat interface should allow users to type their queries and receive responses from the SmartAssistant. Consider implementing a simple console-based interface or a more advanced web-based interface using Flask or Django.

Step 3: Implement basic functionalities. Start by adding the ability to schedule meetings via Google Calendar. Use 'agentforge-py' to integrate with the calendar API and handle scheduling requests.

Step 4: Add email functionality. Allow the SmartAssistant to send emails based on user input. Integrate with an email service provider (like Gmail) and use 'agentforge-py' to manage the email sending process.

Step 5: Integrate weather updates. Fetch current weather conditions and forecasts using an API like OpenWeatherMap. Utilize 'agentforge-py' to handle API calls and parse the data to provide meaningful weather information to the user.

Step 6: Enhance with AI capabilities. Use 'agentforge-py' to incorporate natural language processing (NLP) and machine learning models that can understand and respond to more complex user queries, improving the overall conversational flow.

Suggested Features:
- User authentication for personalized services.
- Integration with other productivity tools like Trello or Asana.
- Voice input/output support for hands-free operation.
- Customizable responses and greetings for a more human-like interaction.

Remember to document your code and provide clear instructions for setting up and running the SmartAssistant. This project aims to showcase the versatility of 'agentforge-py' in building robust, multi-functional AI applications.