stata-inspect

SkillDatabases & data

Describe and summarize the current dataset in memory. Optionally inspect a specific variable with codebook.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the stata-inspect skill

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-inspect/SKILL.md and read by ahel’s review.

If an argument (variable name) is provided:

  1. Call stata_inspect_data(action="codebook", query=<variable>) and display the codebook output.

If no argument is provided:

  1. Call stata_inspect_data(action="describe") — display the dataset structure (obs, vars, types, labels).
  2. Call stata_inspect_data(action="summary") — display descriptive statistics (N, mean, sd, min, max).
  3. Present both results in a clear, readable format.

If either call returns an error indicating no data in memory, tell the user to load data first (e.g., /stata-run sysuse auto, clear or stata_load_data("auto")).

Signals

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Sep 2026
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Item type
skill
Key
stata-inspect
Source
github.com/brycewang-stanford/auto-empirical-research-skills