neuropixels-analysis
Pass
Audited by Gen Agent Trust Hub on Jul 30, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill documentation references several well-known scientific repositories and organizations, including the Allen Institute, International Brain Laboratory (IBL), and MouseLand (Kilosort). These are established academic and research entities in the neuroscience community.
- [COMMAND_EXECUTION]: The skill includes various Python scripts and shell commands for installing dependencies and running analysis pipelines. These commands are standard for the intended scientific workflow and do not exhibit signs of malicious intent or unauthorized privilege escalation.
- [CREDENTIALS_UNSAFE]: The documentation for AI-assisted curation mentions the use of API keys (e.g., for Anthropic or OpenAI) but correctly uses placeholders like 'your-api-key', which is a safe and standard documentation practice.
- [DATA_EXFILTRATION]: While the skill involves processing neural data and can optionally interact with LLM APIs for visual curation, these operations are transparently documented and occur within the user's controlled environment using provided scripts.
Audit Metadata