{"slug":"tangxiangru-the-unit-of-analysis","source_name":"tangxiangru/the-unit-of-analysis","name":"Tangxiangru/The Unit Of Analysis","description":"Use at analysis and figure planning when the brief names the units its data is grouped into — patients, cells, classes, labs, behaviours — and you are about to report one pooled number over all of them. Covers why the pooled number hides the result, which strata a study of this kind is expected to report, and when an aggregate is the right answer after all.","version":1,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":5.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-25T12:23:00.823001+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":100,"without_pass_pct":54.5,"tokens_delta_pct":5.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-09-25T12:23:00.823001+00:00","run_id":"681e9d2c-564a-4063-91b9-18d6ba8c74cb","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":"NOASSERTION","install_count":0,"manifest_hash":"e10d1c1baca6f8ddaba42ad4895b7a98b196c91c13b3dfce4478573c8e80b4c1","raw_url":"https://app.decimal.ai/s/tangxiangru-the-unit-of-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tangxiangru-the-unit-of-analysis"}