AI Analysis
Final verdict: SAFE
The package is deprecated and redirects to a new package. It poses minimal risk with no network calls, shell executions, obfuscations, or credential risks detected.
- Deprecated package
- Redirects to a new package
- No detected malicious activities
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, indicating safe handling of sensitive information.
- Metadata: The author has only one package, which may indicate a new or less active account.
Package Quality Overall: Low (3.8/10)
○ Low
Test Suite
1.0
No test suite detected
No test files or test-runner configuration detected
◈ Medium
Documentation
5.0
Some documentation present
Detailed PyPI description (1369 chars)
○ Low
Contributing Guide
2.0
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
○ Low
Type Annotations
1.0
No type annotations detected
No type annotations, py.typed marker, or stub files detected
✦ High
Multiple Contributors
10.0
Active multi-contributor project
5 unique contributor(s) across 100 commits in Azure/agentopsActive community — 5 or more distinct contributors
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
Repository Azure/agentops appears legitimate
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "AgentOps Toolkit Contributors" 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 agentops-toolkit
Create a mini-application called 'AgentOps Dashboard' that serves as a monitoring tool for a set of predefined agents running various tasks on different machines. This application will utilize the 'agentops-accelerator' package (previously known as 'agentops-toolkit') to manage and monitor these agents efficiently. The application should have the following functionalities: 1. Agent Registration: Allow users to register new agents by specifying unique identifiers and the type of task each agent performs. 2. Status Monitoring: Continuously monitor the status of registered agents and display their current state (e.g., active, idle, error). 3. Task Scheduling: Enable users to schedule tasks for specific agents at certain times or intervals. 4. Event Logging: Maintain a log of events related to each agent, such as when they start, stop, encounter errors, etc. 5. Notification System: Send alerts or notifications to users via email or SMS if any critical issues arise with the agents. 6. User Interface: Develop a simple yet effective user interface where all the above information is presented in a clear and understandable manner. How to Utilize 'agentops-accelerator': - Use the package to create and manage agent configurations. - Leverage its capabilities for task scheduling and event handling. - Implement the notification system using the package's built-in alerting mechanisms. - Ensure that all interactions with agents are performed through the package's API to maintain consistency and reliability.
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