{"repo":"RobsonTigre/everyday-causal-skills","free":true,"listed":false,"github":"https://github.com/RobsonTigre/everyday-causal-skills","clone":"git clone https://github.com/RobsonTigre/everyday-causal-skills.git","description":"Step-by-step causal inference — method selection, assumptions, and robustness checks","language":"Python","stars":68,"topics":["ab-testing","business-intelligence","causal-inference","causal-reasoning","causality-analysis","dag","data-science","difference-in-differences","impact-evaluation","instrumental-variables"],"license":"MIT","category":"machine-learning","readme_excerpt":"🇺🇸 English 🇧🇷 Português (BR) everyday-causal-skills Did it actually work, or did you just get lucky? Conversion jumped 12% the week you shipped the new checkout. Was it the checkout, the holiday traffic, or your competitor raising prices the same week? Until you can answer that question, you can't really say your change \"worked.\" This plugin gives your coding agent the workflow I use: pick the right method for the data you have, check the assumptions before you trust the answer, write the analysis in R or Python, and stress-test the result. It's a causal inference plugin for AI agents, built as a companion to Everyday Causal Inference. Works with: Claude Code · Gemini CLI · GitHub Copilot CLI · Codex CLI · Cursor Built for: anyone who needs to make evidence-based decisions. Marketing and growth, product, BI, data science, revenue and ops, policy researchers, and students. What you get from this plugin The plugin works in five steps, from refining the question you want to answer, to writing the report. You are free to pick and start from any step you like. Example use case 1: Designing an A/B test An e-commerce team redesigned their checkout page and wants to know if it increases conversion before rolling it out to everyone. They're not sure how long the test needs to run. You: /causal-experiments We redesigned our checkout page and want to A/B test if it increases conversion. How long should we run the experiment? The plugin asks a few follow-up questions in plain languag","default_branch":null,"files":null,"tree":[],"storefront":"/r/RobsonTigre","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/RobsonTigre/everyday-causal-skills/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}