{"slug":"jaechang-hits-spikeinterface-electrophysiology","source_name":"jaechang-hits/spikeinterface-electrophysiology","name":"Jaechang Hits/Spikeinterface Electrophysiology","description":"Unified Python framework for extracellular electrophysiology. Load 20+ formats (SpikeGLX, OpenEphys, NWB, Intan, Maxwell, Blackrock), preprocess, run 10+ sorters (Kilosort4, SpykingCircus2, Tridesclous, MountainSort5) via one API, compute quality metrics (SNR, ISI, firing rate), compare sorters, export NWB/Phy. For format-agnostic multi-sorter workflows. For Neuropixels-specific PSTH/decoding use neuropixels.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":398.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T23:35:32.237609+00:00"},"skill_score":0.875,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":100,"without_pass_pct":50,"tokens_delta_pct":398.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-23T23:35:32.237609+00:00","run_id":"37eb070d-7456-4702-b05d-2ed708f821de","latest_attempt":{"id":"37eb070d-7456-4702-b05d-2ed708f821de","runner_model":"gemini-3.6-flash","overall_verdict":"pass","completed_at":"2026-08-23T23:35:32.237609+00:00","gate":null},"version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":1,"total_uses":48,"total_users":2,"manifest_hash":"6f464ad0a4d7bde7a0df989fb9f1dcbbdf289e2d1f8a8e0c2112b25f78853bc8","install_name":"jaechang-hits-spikeinterface-electrophysiology","version_id":"57e98652-9a50-4a23-917b-d2cb42a4eecf","body_sha256":"6f464ad0a4d7bde7a0df989fb9f1dcbbdf289e2d1f8a8e0c2112b25f78853bc8","render_hash":"1718ed6c4f2edd2848e3ea5dc5e524c5f19f9ba08769ef39b8f871c63477a0c4","raw_url":"https://app.decimal.ai/s/jaechang-hits-spikeinterface-electrophysiology/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-spikeinterface-electrophysiology"}