neuropixels-analysis
Pass
Audited by Gen Agent Trust Hub on Jun 13, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions for installing well-known scientific Python packages (e.g.,
spikeinterface,kilosort,probeinterface,neo) from standard registries like PyPI and downloading pretrained models from the official SpikeInterface Hugging Face repository. - [REMOTE_CODE_EXECUTION]: The documentation mentions the use of containerized spike sorters (e.g.,
kilosort2_5) using Docker, which is a standard feature of the SpikeInterface library for cross-platform compatibility. - [DYNAMIC_EXECUTION]: The skill demonstrates the use of the
UnitRefinemodel loader, which requires atrust_model=Trueflag to deserialize.skopsfiles. The documentation includes explicit security warnings, advising users to only load models from trusted sources and to treat them like executable artifacts. - [CREDENTIALS_UNSAFE]: The skill correctly implements security best practices by instructing users to read API keys for LLM-assisted curation from environment variables (
os.environ) rather than hardcoding them in scripts.
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