{"slug":"jaechang-hits-scikit-bio","source_name":"jaechang-hits/scikit-bio","name":"Jaechang Hits/Scikit Bio","description":"Python library for biology: sequence manipulation (DNA/RNA/protein), pairwise/multiple alignment, phylogenetic trees (NJ, UPGMA), diversity (Shannon, Faith PD, Bray-Curtis, UniFrac), ordination (PCoA, CCA, RDA), stats (PERMANOVA, ANOSIM, Mantel), file I/O (FASTA, FASTQ, Newick, BIOM). Use for microbiome, community ecology, or phylogenetics.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":249.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T23:09:12.821222+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":90.9,"without_pass_pct":63.6,"tokens_delta_pct":249.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-23T23:09:12.821222+00:00","run_id":"423ef940-2e38-4b4a-b0f9-e40ec1877e3c","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":"BSD-3-Clause","install_count":0,"manifest_hash":"f914faf7abe56692acddfc8ad604b8839e6d022441d2dafc3637f8bf79be6698","raw_url":"https://app.decimal.ai/s/jaechang-hits-scikit-bio/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-scikit-bio"}