neuropilot
Skill0 starsChanged 5 months agoNo licenceView on GitHub
NeuroPilot drives the VCL closed-loop EEG / MDD biomarker pipeline — a 10-stage workflow that preprocesses resting-state EEG (Zapline line-noise removal, filtering, bad-channel interpolation, ASR, ICA + ICLabel, epoching), extracts spectral/EMD features, and trains leakage-safe ML models to test whether EEG predicts antidepressant treatment response, benchmarked against permutation, bootstrap, FAA-only and HDRS-only baselines. Use this skill whenever the user wants to preprocess EEG, run or explain the EEG pipeline, extract EEG features (band power, FAA, EMD/IMF), build or evaluate an EEG treatment-response biomarker, compare EEG models to baselines, or drive the pipeline stage-by-stage from Claude. Exploratory research only — never clinical advice. Trigger on the intent even if the user never says "NeuroPilot".
- Reads credentials
- Installs packages
In this repository44 other files it gives its agents.
- jev-autoresearch-rsi/AGENTS.mdAGENTS.md
- jev-engineering/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- jev-engineering/CLAUDE.mdCLAUDE.md
- voice2txt/CLAUDE.mdCLAUDE.md
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The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 2 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.