Vibe Index
🎯

stata-data-cleaning

🎯Skill

from meleantonio/awesome-econ-ai-stuff

VibeIndex|
What it does

Cleans and transforms Stata datasets by automating repetitive data preprocessing tasks like handling missing values, merging files, and standardizing variables.

πŸ“¦

Part of

meleantonio/awesome-econ-ai-stuff(13 items)

stata-data-cleaning

Installation

πŸ“‹ No install commands found in docs. Showing default command. Check GitHub for actual instructions.
Quick InstallInstall with npx
npx skills add meleantonio/awesome-econ-ai-stuff --skill stata-data-cleaning
Need more details? View full documentation on GitHub β†’
8Installs
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AddedFeb 4, 2026
View on GitHubBack to Skills

Skill Details

SKILL.md

Overview

# Awesome Econ AI Stuff

> A curated collection of AI skills for economists. Skills follow the open [SKILL.md](https://agentskills.io/home) standard and work with Claude Code, Cursor, Codex, Gemini CLI, and other AI-native coding tools.

🌐 Website β€’

πŸš€ Quick Start β€’

πŸ“š Skills β€’

🀝 Contribute

---

Why AI Skills for Economists?

Economic research involves complex, repetitive workflowsβ€”from data cleaning in Stata to writing LaTeX papers. AI skills automate these workflows while preserving methodological rigor.

Skills help you:

  • πŸ“Š Clean and transform data faster (Stata, R, Python)
  • πŸ“ Write mathematical models in LaTeX
  • πŸ”¬ Run econometric analyses with proper diagnostics
  • πŸ“ Draft papers following journal conventions
  • 🎯 Create publication-quality visualizations

---

Quick Start

1. Choose Your AI Tool

Skills work with multiple AI coding assistants:

| Tool | Skill Location | Setup |

|------|---------------|-------|

| Claude Code | ~/.claude/skills/ | [Docs](https://docs.anthropic.com/claude-code) |

| Cursor | ~/.cursor/skills/ | [Docs](https://cursor.com/docs) |

| Gemini CLI | ~/.gemini/skills/ | [Docs](https://github.com/google-gemini/gemini-cli) |

| Codex | Project AGENTS.md | [Docs](https://agents.md) |

2. Install a Skill

```bash

# Clone a skill to your tools directory

# Example for Claude Code:

mkdir -p ~/.claude/skills

cp -r skills/analysis/r-econometrics ~/.claude/skills/

```

3. Use the Skill

Invoke skills via slash commands or natural language:

```

/r-econometrics Run a DiD analysis on my treatment data

```

---

Skills Catalog

Skills are organized by research workflow stage:

πŸ’‘ Ideation

  • [research-ideation](skills/ideation/research-ideation/) - Generate research questions from economic phenomena

πŸ“š Literature Review

  • [lit-review-assistant](skills/literature/lit-review-assistant/) - Search, summarize, and synthesize papers

πŸ“ Theory & Modeling

  • [latex-econ-model](skills/theory/latex-econ-model/) - Write economic models in LaTeX
  • [general-equilibrium-model-builder](skills/theory/general-equilibrium-model-builder/) - Build and solve Walrasian GE models in Julia
  • [game-theory-solver](skills/theory/game-theory-solver/) - Solve and visualize game theory problems

πŸ“Š Data Management

  • [stata-data-cleaning](skills/data/stata-data-cleaning/) - Clean and transform data in Stata
  • [api-data-fetcher](skills/data/api-data-fetcher/) - Fetch data from economic APIs (FRED, World Bank)

πŸ”¬ Econometric Analysis

  • [r-econometrics](skills/analysis/r-econometrics/) - Run IV, DiD, RDD in R
  • [python-panel-data](skills/analysis/python-panel-data/) - Panel data analysis with Python
  • [stata-regression](skills/analysis/stata-regression/) - Regression analysis in Stata

πŸ“ Academic Writing

  • [academic-paper-writer](skills/writing/academic-paper-writer/) - Draft papers with proper structure
  • [latex-tables](skills/writing/latex-tables/) - Generate publication-ready LaTeX tables
  • [referee-response](skills/writing/referee-response/) - Draft referee report responses

🎯 Communication

  • [beamer-presentation](skills/communication/beamer-presentation/) - Create Beamer slides
  • [econ-visualization](skills/communication/econ-visualization/) - Publication-quality charts
  • [research-website](skills/communication/research-website/) - Build academic project websites

---

Creating Skills

See our [Skill Template](skills/SKILL_TEMPLATE.md) and [Contributing Guide](CONTRIBUTING.md).

Basic structure:

```yaml

---

name: my-skill-name

description: What the skill does (shown in skill discovery)

workflow_stage: analysis

compatibility: [claude-code, cursor, codex, gemini-cli]

---

# My Skill Name

[Detailed instructions for the AI agent...]

```

πŸ†• Propose a New Skill

[Submit via Web Form β†’](https://meleantonio.github.io/awesome-econ-ai-stuff/submit)

Or open an [Issue](https://github.com/meleantonio/awesome-econ-ai-stuff/issues/new?template=skill-proposal.md).

---

Compatible Tools

| Tool | Status | Notes |

|------|--------|-------|

| Claude Code | βœ… Full | Native SKILL.md support |

| Cursor | βœ… Full | Native SKILL.md support |

| Gemini CLI | βœ… Full | Native SKILL.md support |

| GitHub Copilot | ⚠️ Partial | Use AGENTS.md format |

| Windsurf | βœ… Full | SKILL.md compatible |

| Aider | ⚠️ Partial | Use .aider.conf.yml |

---

Resources

  • [Agent Skills Standard](https://agentskills.io/home) - The open SKILL.md specification
  • [Anthropic Claude Code Docs](https://docs.anthropic.com/claude-code)
  • [Cursor Skills Documentation](https://cursor.com/docs/skills)
  • [QuantEcon](https://quantecon.org) - Python/Julia for economists

---

Contributing

We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.

Ways to contribute:

  • πŸ†• Submit new skills via the [web form](https://meleantonio.github.io/awesome-econ-ai-stuff/submit)
  • πŸ› Report issues or suggest improvements
  • πŸ“– Improve documentation
  • ⭐ Star this repo to show support

---

License

[![CC0](https://licensebuttons.net/p/zero/1.0/88x31.png)](https://creativecommons.org/publicdomain/zero/1.0/)

This work is dedicated to the public domain under [CC0 1.0](LICENSE).

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