{"slug":"asgard-ai-platform-stat-causal-inference","source_name":"asgard-ai-platform/stat-causal-inference","name":"Asgard AI Platform/Stat Causal Inference","description":"Apply causal inference methods — counterfactual framework, instrumental variables, propensity score matching, and difference-in-differences — to estimate causal effects from observational data. Use this skill when the user needs to determine if X caused Y from non-experimental data, evaluate program/policy impact without a randomized trial, or control for confounders — even if they say 'did this change cause the improvement', 'how do we measure the impact without an experiment', or 'is this corr","version":1,"lift":{"pass_rate_delta_pts":4,"pass_rate_pct":92,"total_cases":25,"passed_cases":23,"tokens_delta_pct":6.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T07:07:05.933626+00:00"},"skill_score":0.92,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4,"with_pass_pct":92,"without_pass_pct":88,"tokens_delta_pct":6.3,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T07:07:05.933626+00:00","run_id":"5cc2f659-36ad-4391-9b01-20430ed2fd88","latest_attempt":{"id":"5cc2f659-36ad-4391-9b01-20430ed2fd88","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-28T07:07:05.933626+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"2d258aee8914190e8a8e13627dad44aedf7689ea3e585069ede164c846460675","install_name":"asgard-ai-platform-stat-causal-inference","version_id":"21310ceb-9c1f-421e-979e-85ffce9f7dae","body_sha256":"2d258aee8914190e8a8e13627dad44aedf7689ea3e585069ede164c846460675","render_hash":"4a1aa094774894b6354b9092f4b2dd3a42545d58ca1c8418b7edbd00b1d6db97","raw_url":"https://app.decimal.ai/s/asgard-ai-platform-stat-causal-inference/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/asgard-ai-platform-stat-causal-inference"}