AI Analysis
The package shows minimal risk indicators with no network calls, shell executions, or obfuscation techniques observed. The metadata suggests a potentially new maintainer but lacks other red flags.
- No network calls
- No shell executions
- Single package from maintainer
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell executions detected, indicating the package does not attempt to execute system commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity related to code obfuscation.
- Credentials: No credential harvesting patterns detected, suggesting the package does not engage in unauthorized data collection.
- Metadata: The maintainer has only one package, which might indicate a new or less active account, but no other suspicious activities were flagged.
Package Quality Overall: Medium (5.6/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Documentation URL: "Documentation" -> https://allenneuraldynamics.github.io/Aind.Behavior.VrForagiDetailed PyPI description (2647 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
53 type-annotated function signatures detected in source
Active multi-contributor project
4 unique contributor(s) across 100 commits in AllenNeuralDynamics/Aind.Behavior.VrForagingSmall but multi-author team (3–4 contributors)
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: alleninstitute.org>
All external links appear legitimate
Repository AllenNeuralDynamics/Aind.Behavior.VrForaging appears legitimate
1 maintainer concern(s) found
Author "Bruno Cruz" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the aind-behavior-vr-foraging package to demonstrate its core features.