/stata-plan

Generate a Stata execution plan from EmpiricalWiki design pages.

77|16|Updated May 9, 2026
One-click install
npx skills add https://github.com/Lambenthan/empiricalwiki --skill stata-plan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: /stata-plan
Source: https://github.com/Lambenthan/empiricalwiki/tree/main/.claude/skills/stata-plan
Command: npx skills add https://github.com/Lambenthan/empiricalwiki --skill stata-plan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you convert an empirical research design captured in the EmpiricalWiki into a concrete Stata execution plan, reducing the back-and-forth of manually translating variables, datasets, models, identification, and robustness into a step-by-step workflow.

Core Features & Use Cases

  • Generate Stata execution plans from wiki context: Reads empirical-design outputs plus variables, datasets, models, robustness, and heterogeneity pages to structure inputs, merges, sample selection, variable construction, and robustness checks.
  • Produce safe, reviewable output: Inserts a replication-oriented checklist and merge/sample/variable distribution guardrails, using Stata-like pseudocode when variable names are uncertain.
  • Optionally create a .do skeleton: By passing the write flag, creates a Stata do-file skeleton alongside the markdown plan without overwriting existing user files.

Quick Start

Run the stata-plan skill for your topic so it generates a Stata execution plan markdown in wiki/outputs (or a do skeleton if you add the write-do flag).

Frequently Asked Questions about /stata-plan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert an empirical research design into a Stata execution plan?

This Skill generates a Stata execution plan by reading EmpiricalWiki design pages and transforming them into a stepwise workflow that includes merges, sample filtering, variable construction, regressions, and robustness checks.

Can I generate a Stata do-file skeleton from my research wiki automatically?

Yes, you can generate a Stata do-file skeleton from your research wiki by passing the write-do flag, which creates a reviewable Stata do-file alongside the markdown plan without overwriting your existing files.

How do I plan robustness checks and heterogeneity analysis in Stata from a wiki design?

You can plan robustness checks and heterogeneity analysis in Stata by using this Skill to parse the corresponding EmpiricalWiki pages, automatically structuring them into validation-oriented pseudo-steps within your generated workflow.

Does this Stata regression planning tool invent variable names if they are missing from the wiki?

No, this Stata regression planning tool avoids inventing unknown variable names; instead, it uses Stata-like pseudocode and inserts placeholders marked 'needs confirmation' to ensure safe, reviewable output.

What do I need to create a Stata workflow from an EmpiricalWiki design?

To create a Stata workflow from an EmpiricalWiki design, you need your empirical-design markdown files and related component pages covering variables, datasets, models, identification, and robustness to serve as inputs.