{"slug":"bio-workflows-scrnaseq-pipeline","source_name":"bio-workflows-scrnaseq-pipeline","name":"Bio Workflows Scrnaseq Pipeline","description":"End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation. Use when analyzing single-cell RNA-seq data.","version":2,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":110.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-02T17:23:42.190496+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":86.4,"without_pass_pct":68.2,"tokens_delta_pct":110.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-02T17:23:42.190496+00:00","run_id":"14c389a9-72fb-49ff-91a3-c0c0e02d24f5","version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"8b7b220b4bc7d71051b41087094513f8ee113dc9732cb9df0d1264f5aa3969dc","raw_url":"https://app.decimal.ai/s/bio-workflows-scrnaseq-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bio-workflows-scrnaseq-pipeline"}