{"slug":"mohitagw15856-experiment-readout","source_name":"mohitagw15856/experiment-readout","name":"Mohitagw15856/Experiment Readout","description":"Analyse a finished A/B test and write an honest results readout with real statistics. Use when asked to read out an A/B test, analyse experiment results, check if a result is statistically significant, or decide ship/no-ship from test data. Produces a readout — the computed lift, p-value & confidence interval, a significance verdict, guardrail check, and a clear ship / no-ship / iterate recommendation. Includes a stdlib significance calculator.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":24.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T01:13:00.961239+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":100,"without_pass_pct":90.9,"tokens_delta_pct":24.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T01:13:00.961239+00:00","run_id":"9049b200-0d84-4660-b690-56fb98d790b2","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":"MIT","install_count":0,"manifest_hash":"6c6a00f9b647c4aab57de1f2e57368c0dbf8b2fac81750b9e2d63d59f7a108b5","raw_url":"https://app.decimal.ai/s/mohitagw15856-experiment-readout/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-experiment-readout"}