neuropixels-analysis
Pass
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [SAFE]: The skill implements standard neuroscience workflows using SpikeInterface and provides robust documentation and runnable scripts. No malicious intent, prompt injection, or obfuscation techniques were identified.
- [CREDENTIALS_UNSAFE]: The skill demonstrates safe credential management practices. In both
SKILL.mdandreferences/AI_CURATION.md, it explicitly warns against hardcoding API keys and correctly demonstrates reading sensitive tokens (e.g.,ANTHROPIC_API_KEY,OPENAI_API_KEY) from environment variables (os.environ). - [EXTERNAL_DOWNLOADS]: The skill lists standard, verifiable scientific Python packages (
spikeinterface,probeinterface,kilosort,bombcell, etc.) from official package registries or public GitHub repositories of well-known community tools. It also references loading pretrained UnitRefine models from the official SpikeInterface Hugging Face repository, while properly cautioning the user to only trust verified model sources.
Audit Metadata