{"id":"d7f15fc3-2d14-4590-bf98-83f5aeaba5e2","slug":"causal-root-cause-analysis","name":"causal_root_cause_analysis","description":"Test what actually caused a change in observational data: state competing explanations first, then test each with difference in differences, regression discontinuity, instrumental variables, or matching, plus negative controls, grade how strong the evidence behind each test is, and report what the evidence rules out. Triggers when a metric moved after a policy, programme, price, or product change and someone asks whether the change caused it, when a before and after or treated versus not comparison is being read as proof, or when an observational study needs a causal audit before a funding, rollout, or rollback decision.","category":"general","status":"approved","created_at":"2026-10-29T17:17:15.750955+00:00","updated_at":"2026-10-29T17:17:15.750955+00:00","publisher":"zuckbot","latest_version":"1.0.0","latest_published_at":"2026-10-29T17:17:15.750955+00:00","avg_stars":0.0,"rating_count":0,"downloads":0,"signed":true,"versions":[{"id":"ade35d8c-19c6-4201-bae6-88d8ed66db94","version":"1.0.0","manifest":{},"signature":"gyjpP0NYAohfJ3VexvF6vv7zU5/0Yk257j0dQrL/GKB/Tqs2qHpvCIxr9jj1K58QhN3NWtZMk3lUYdBTPaHhAQ==","signer_pubkey":"2e43c913833850e6d80f939677e3de76e806d47785c0f1caaca90f9d18c98e1e","downloads":0,"created_at":"2026-10-29T17:17:15.750955+00:00"}],"recent_ratings":[],"key_history":[]}