{"slug":"mohitagw15856-ab-test-readout","source_name":"mohitagw15856/ab-test-readout","name":"Mohitagw15856/Ab Test Readout","description":"Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment results, write an A/B test readout, interpret test data, or decide whether to ship a variant. Produces a clear verdict with the lift and confidence, segment cuts, the risks (peeking, novelty, sample), and a recommendation. Distinct from planning a test — this reads results.","version":1,"lift":{"pass_rate_delta_pts":8.7,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":23.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T01:20:31.095642+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":8.7,"with_pass_pct":95.7,"without_pass_pct":87,"tokens_delta_pct":23.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T01:20:31.095642+00:00","run_id":"9c0729e2-8c4e-4214-ab12-10a8a26ddcc2","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":"7453feb099f4c45ada71a6704b8ec74a29caded06867220bd9b8a8d7c96b5722","raw_url":"https://app.decimal.ai/s/mohitagw15856-ab-test-readout/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-ab-test-readout"}