{"slug":"k-dense-ai-neuropixels-analysis","source_name":"k-dense-ai/neuropixels-analysis","name":"K Dense AI/Neuropixels Analysis","description":"Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.","version":3,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":160.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-08T19:39:57.425363+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":95.5,"without_pass_pct":45.5,"tokens_delta_pct":160.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-08T19:39:57.425363+00:00","run_id":"59bfff26-55e1-4e8f-893d-f734d18291cb","latest_attempt":{"id":"59bfff26-55e1-4e8f-893d-f734d18291cb","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-09-08T19:39:57.425363+00:00","gate":null},"version_number":2,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT license","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"2a0854bfec4a1a20a538d1420d657d55f27b24941475431bc45fcabe5f780f97","install_name":"k-dense-ai-neuropixels-analysis","version_id":"9e844fbd-fbe7-46c9-a55e-9fb50835f463","body_sha256":"2a0854bfec4a1a20a538d1420d657d55f27b24941475431bc45fcabe5f780f97","render_hash":"731c81d3f37dee18b20c6a0f4168a869dbcd044647a53d1611ea66bb43780736","raw_url":"https://app.decimal.ai/s/k-dense-ai-neuropixels-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-neuropixels-analysis"}