Causal Inference
SkillMediaDesign, run, and critique causal inference workflows in Stata. Use when the user is working on identification, treatment effects, DiD, IV, event studies, RD, or assumption-sensitive empirical claims.
Use Causal Inference in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Causal Inference and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Causal Inference skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/64-tmonk-mcp-stata/skills/stata-causal-inference/SKILL.md and read by ahel’s review.
Use this skill when the question is causal, not merely predictive.
- Clarify the identification strategy.
- Check the right diagnostics and assumptions for the design.
- Separate point estimates from identification credibility.
Read references/designs.md for design-specific guidance.
Signals
- GitHub stars
- 4k
- Forks
- 531
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
stata-causal-inference- Source
- github.com/brycewang-stanford/auto-empirical-research-skills