agi-core

v2026.6.4 suspicious
5.0
Medium Risk

Meta-package that installs and wires agi-env, agi-node, and agi-cluster together

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows no immediate signs of malicious activity, but its recent creation and lack of historical context raise concerns about potential supply-chain risks.

  • New package with limited history
  • Low risk in direct execution and network activities
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external communication.
  • Shell: No shell execution patterns detected, indicating the package does not execute system commands, which is safe.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package is new and has limited history, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Medium (5.6/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://thalesgroup.github.io/agilab
  • Detailed PyPI description (1469 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
○ 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 69 commits in ThalesGroup/agilab
  • Active 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 ThalesGroup/agilab appears legitimate

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Package is very new: uploaded 3 day(s) ago
  • Author "Jean-Pierre Morard" 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 agi-core 
Create a distributed task management system using the 'agi-core' package. This system will allow users to submit tasks to a cluster of nodes, which will then distribute these tasks among available workers for processing. Here’s a detailed breakdown of the project requirements and steps:

1. **Project Overview**: Your task management system will consist of a web-based user interface where users can submit tasks, a backend service that manages task distribution, and worker nodes that process these tasks.
2. **Features**:
   - Task Submission Form: Users should be able to submit tasks via a simple form on the web UI. Each task will have a unique identifier.
   - Task Status Tracking: Users should be able to track the status of their submitted tasks (queued, processing, completed).
   - Distributed Processing: Tasks should be distributed across multiple worker nodes for parallel processing.
   - Result Collection: Once tasks are processed, results should be collected back to the main server and displayed to the user.
3. **Utilizing 'agi-core' Package**:
   - Use 'agi-core' to set up and manage the environment for your cluster setup.
   - Utilize 'agi-node' for setting up individual nodes within your cluster.
   - Leverage 'agi-cluster' for managing the communication and coordination between different nodes in your cluster.
4. **Implementation Steps**:
   - Set up the development environment using 'agi-core'.
   - Develop the web UI for task submission and tracking.
   - Implement the backend service to handle task submission, distribution, and result collection.
   - Configure and run worker nodes using 'agi-node'.
   - Ensure seamless communication and coordination between nodes through 'agi-cluster'.
5. **Deliverables**:
   - Fully functional web application for task submission and tracking.
   - Backend service capable of distributing tasks across a cluster.
   - Worker nodes running tasks in parallel.
   - Documentation detailing the setup and operation of the system.
6. **Bonus Features**:
   - Support for task prioritization.
   - Automatic scaling of worker nodes based on task load.
   - Integration with cloud services for easier deployment.