AI Analysis
Final verdict: SAFE
The package shows minimal risks with no network calls or credential harvesting activities. The shell risk suggests potential for external command execution, but it does not necessarily imply malicious intent. The incomplete metadata is a minor concern.
- Shell risk detected, but benign intent likely
- Incomplete maintainer information
Per-check LLM notes
- Network: No network calls detected, which is normal and expected.
- Shell: Shell execution patterns suggest the package may be designed to run external commands, potentially for process management or other functionalities, but further investigation is needed to confirm benign intent.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer's author information is incomplete and may indicate a less experienced or potentially inactive account.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
score 8.0
Found 4 shell execution pattern(s)
end.py") result = subprocess.run( ["python3", script, profile, chat_id, messal] try: result = subprocess.run(cmd, capture_output=True, text=True, timeout=5) except (try: result = subprocess.run( ["pm2", "delete", self._pm2_process_nam".join(cmd)) result = subprocess.run(cmd, capture_output=True, text=True, timeout=30) if
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: izmw.me>
Suspicious Page Links
All external links appear legitimate
Git Repository History
Repository MoyuFamily/agent-roundtable appears legitimate
Maintainer History
score 4.0
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" 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 agent-roundtable
Create a mini-application called 'Roundtable Debate Bot' using the Python package 'agent-roundtable'. This application will simulate a roundtable discussion among multiple agents with varying perspectives on a given topic. Each agent should have a distinct personality and argument style. Users can input a debate topic, and the bot will generate a lively discussion among the agents. The application should include features such as: 1. User Input: Allow users to enter a topic for debate. 2. Agent Creation: Automatically create agents with different personalities and argument styles based on the user's input. 3. Real-time Discussion: Display real-time debate between the agents, showing their arguments and counter-arguments. 4. Moderation: Implement a moderation system where users can rate the quality of each agent's contribution and flag inappropriate comments. 5. Conclusion: Summarize the key points of the debate and provide a final opinion from a neutral observer agent. Utilize the 'agent-roundtable' package to manage the creation and interaction of these agents, ensuring a dynamic and engaging debate experience.