agtag

v0.2.1 safe
4.0
Medium Risk

Agent to Agent communication CLI.

🤖 AI Analysis

Final verdict: SAFE

The package appears safe with no detected obfuscation or credential risks. The moderate shell risk is due to potential command execution but does not indicate malicious intent.

  • moderate shell risk due to command execution
  • no red flags for obfuscation or credential handling
Per-check LLM notes
  • Network: No network calls detected, which is not inherently risky but may be unusual depending on the package's intended functionality.
  • Shell: The detection of shell execution suggests the package might execute external commands, potentially risky if not properly controlled, especially if it interacts with sensitive systems or data.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has only one package, which might indicate a new or less active account, but there are no other red flags.

📦 Package Quality Overall: Low (4.6/10)

✦ High Test Suite 9.0

Test suite present — 10 test file(s) found

  • Test runner config found: pyproject.toml
  • 10 test file(s) detected (e.g. test_cli.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (1062 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

  • 90 type-annotated function signatures detected in source
○ Low Multiple Contributors 2.0

Single-author or unverifiable project

  • 1 unique contributor(s) across 6 commits in agentculture/agtag
  • Single author with few commits — possibly a personal or throwaway project

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 2.0

Found 1 shell execution pattern(s)

  • """ try: result = subprocess.run( ["gh", *args], input=stdin,
✓ 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

Repository agentculture/agtag appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "AgentCulture" 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 agtag 
Create a command-line utility named 'AgentLink' using the Python package 'agtag', which facilitates secure and efficient communication between different agents in a network. This utility will allow users to send messages from one agent to another, monitor the status of connected agents, and manage agent configurations through a series of intuitive commands. The goal is to demonstrate the versatility and robustness of 'agtag' in real-world applications.

Step 1: Set up your development environment with Python 3.x and install the 'agtag' package.
Step 2: Design and implement the main functionalities:
- 'send': Allows users to send a message to a specified agent.
- 'status': Provides an overview of the current status of all connected agents.
- 'configure': Enables users to modify settings such as encryption keys or connection timeouts for specific agents.
Step 3: Enhance the user experience by adding command-line argument parsing, error handling, and help documentation.
Step 4: Integrate 'agtag' functions to ensure secure message delivery, agent discovery, and configuration management.
Step 5: Test the utility thoroughly under various scenarios to ensure reliability and security.

Suggested Features:
- Support for both synchronous and asynchronous message delivery.
- Real-time status updates for active connections.
- Automatic reconnection in case of network interruptions.
- Detailed logs for troubleshooting and auditing purposes.

Explain how 'agtag' is utilized throughout the project, highlighting its role in facilitating agent-to-agent communication and managing the underlying network infrastructure.

💬 Discussion Feed

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