{"slug":"sickn33-scanpy","source_name":"sickn33/scanpy","name":"Sickn33/Scanpy","description":"Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis.","version":1,"lift":{"pass_rate_delta_pts":26.09,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":147.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T07:24:21.487368+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":26.09,"with_pass_pct":100,"without_pass_pct":73.9,"tokens_delta_pct":147.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-11T07:24:21.487368+00:00","run_id":"98e9c162-519b-4e32-bbe9-b1e38e760d52","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":"SD-3-Clause license","install_count":0,"manifest_hash":"190496e601bbb40d34a5be948b195e9cdbf8bd92525a223f454b29e228550451","raw_url":"https://app.decimal.ai/s/sickn33-scanpy/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/sickn33-scanpy"}