agent-builder-sdk

v2.0.0 suspicious
5.0
Medium Risk

A professional-grade AI utility for automated data synchronization and backend management.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has minimal direct risks but raises concerns due to its metadata indicating it may be newly created without a clear maintainer history.

  • metadata risk score of 6 out of 10
  • lack of maintainer history
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires network interactions for its functionality.
  • Shell: No shell execution detected, which is normal and indicates no immediate signs of malicious activity.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent related to code obfuscation.
  • Credentials: No credential harvesting patterns detected, suggesting no immediate risk of secret or credential theft.
  • Metadata: The package shows signs of being newly created and lacks maintainer history, raising concerns about its legitimacy.

🔬 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

Email domain looks legitimate: example.com>

✓ 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 6.0

3 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author name is missing or very short
  • Author "" 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-builder-sdk 
Your task is to develop a fully-functional mini-application called 'SyncMaster' using the 'agent-builder-sdk' package. SyncMaster aims to streamline the process of data synchronization between different databases and manage backend operations efficiently. This application will serve as a powerful tool for developers and database administrators looking to automate their data synchronization tasks.

### Project Overview:
- **Name:** SyncMaster
- **Goal:** Automate data synchronization between various databases and manage backend operations.
- **Primary Users:** Developers, Database Administrators

### Key Features:
1. **Data Synchronization:** Automatically synchronize data between multiple databases.
2. **Backend Management:** Manage backend operations such as scheduling synchronization tasks, handling errors, and logging activities.
3. **User Interface:** Provide a simple and intuitive user interface for configuring synchronization settings and monitoring tasks.
4. **Error Handling:** Implement robust error handling mechanisms to ensure smooth operation even under unexpected conditions.
5. **Logging & Reporting:** Maintain logs of all synchronization activities and provide detailed reports on the status of each task.
6. **Customization:** Allow users to customize synchronization rules and schedules based on their specific requirements.
7. **Security:** Ensure secure data transfer and storage through encryption and access controls.

### Steps to Develop SyncMaster:
1. **Setup Environment:** Install necessary packages including 'agent-builder-sdk'.
2. **Define Data Models:** Create models representing the structure of the databases you intend to synchronize.
3. **Configure Agents:** Use 'agent-builder-sdk' to define agents that will handle data synchronization tasks.
4. **Develop Backend Logic:** Implement backend logic to schedule synchronization tasks, handle errors, and log activities.
5. **Build User Interface:** Design and implement a user-friendly interface for configuring synchronization settings and viewing task statuses.
6. **Test Thoroughly:** Conduct extensive testing to ensure the application works correctly under various scenarios.
7. **Deploy:** Deploy the application in a production environment and monitor its performance.

### Utilizing 'agent-builder-sdk':
- **Synchronization Tasks:** Use 'agent-builder-sdk' to create and manage agents responsible for synchronizing data between databases.
- **Task Scheduling:** Leverage 'agent-builder-sdk' functionalities to schedule synchronization tasks at regular intervals.
- **Error Handling & Logging:** Implement 'agent-builder-sdk' features to manage errors gracefully and maintain detailed logs.
- **Customization Options:** Allow users to customize synchronization rules and schedules using 'agent-builder-sdk' configuration options.

By following these steps and utilizing the powerful capabilities of 'agent-builder-sdk', you will create a highly functional and user-friendly data synchronization tool.