{"slug":"bio-microbiome-diversity-analysis","source_name":"bio-microbiome-diversity-analysis","name":"Bio Microbiome Diversity Analysis","description":"Alpha and beta diversity analysis for microbiome data. Calculate within-sample richness, evenness, and between-sample dissimilarity with phyloseq and vegan. Use when comparing community composition across samples or testing for group differences in microbiome structure.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":45.5,"total_cases":22,"passed_cases":10,"tokens_delta_pct":34.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-24T08:22:21.487867+00:00"},"skill_score":0.4545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":45.5,"without_pass_pct":9.1,"tokens_delta_pct":34.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-24T08:22:21.487867+00:00","run_id":"83eb7c7c-1568-4c68-956a-8cd96ff8aeeb","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":null,"install_count":0,"manifest_hash":"8c22252167dfcd723d50dd23a495bb274c3c297a79dfa632f4908e0cb2c2ceb9","raw_url":"https://app.decimal.ai/s/bio-microbiome-diversity-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bio-microbiome-diversity-analysis"}