{"slug":"tooluniverse-image-analysis","source_name":"tooluniverse-image-analysis","name":"Tooluniverse Image Analysis","description":"Production-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting, fluorescence quantification, and statistical analysis of imaging-derived measurements. Processes ImageJ/CellProfiler output (area, circularity, intensity, cell counts), performs Dunnett's test, Cohen's d effect size, power analysis, Shapiro-Wilk normality tests, two-way ANOVA, polynomial regression, natural spline regression with confidence intervals, and comparative morphometry.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":9.1,"total_cases":22,"passed_cases":2,"tokens_delta_pct":161.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-26T13:49:54.443510+00:00"},"skill_score":0.0909,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":9.1,"without_pass_pct":4.5,"tokens_delta_pct":161.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-26T13:49:54.443510+00:00","run_id":"1cee0875-7c8e-4045-81cf-5dd9ae5ba5ca","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"01d48f130a193ece56f1a59eccf5926e39deb558e490b1f2e7b66d733a62a1db","raw_url":"https://app.decimal.ai/s/tooluniverse-image-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse-image-analysis"}