{"slug":"foryourhealth111-pixel-performing-causal-analysis","source_name":"foryourhealth111-pixel/performing-causal-analysis","name":"Foryourhealth111 Pixel/Performing Causal Analysis","description":"Estimate causal effects from existing data. Use when fitting or interpreting DiD, ITS, synthetic control, regression discontinuity, or other treatment-effect analyses, including robustness checks and counterfactual plots. For choosing a study design before analysis, use designing-experiments instead.","version":1,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":-52.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T05:42:48.734426+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":95.5,"without_pass_pct":50,"tokens_delta_pct":-52.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T05:42:48.734426+00:00","run_id":"47e263e2-db71-4601-a08f-6aea78dd8fc1","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":"Apache-2.0","install_count":0,"manifest_hash":"dd4534d24aec3885e18809077623f2097e7373323f8b76e119832cd64638887b","raw_url":"https://app.decimal.ai/s/foryourhealth111-pixel-performing-causal-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/foryourhealth111-pixel-performing-causal-analysis"}