Auto Empirical Research Skills
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。Auto Empirical Research Skills 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
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What is Auto Empirical Research Skills?
Auto Empirical Research Skills is an AI-powered automated platform for empirical research that completes publication-quality empirical papers in approximately 20 minutes. It is the first truly end-to-end automated platform for empirical research, guiding users from raw data all the way to a complete paper. The platform was created by Stanford REAP (China Center for Economic Research in Institutions) researchers and is now maintained by StatsPAI Inc., a research infrastructure company.
The tool features two main AI agents: the Data & Model Agent and the Paper Agent. The Data & Model Agent acts like a seasoned econometrician, handling automatic data cleaning (missing values, outliers), running econometric models including OLS, panel data, fixed effects, instrumental variables, DID, and PSM, generating standard academic tables, suggesting visualizations, and tackling complex tasks like mechanism testing and heterogeneity analysis. The Paper Agent generates structured outlines, writes chapter by chapter, seamlessly integrates empirical results with tables and figures, handles citations rigorously to avoid AI hallucination of references, supports multiple datasets, offers bilingual capabilities, and includes native LaTeX math support.
CoPaper.AI is designed for economists, political scientists, sociologists, and social science researchers across 8 disciplines who conduct empirical research. It is compatible with Claude Code, Cursor, and Gemini CLI. The platform includes a curated collection of 23,000+ AI agent skills for empirical research and supports user-uploaded Skills. Researchers can upload their data, set research questions, and produce fully reproducible academic papers with code, tables, and formatted output.
Auto Empirical Research Skills pricing
Pricing model: Freemium
CoPaper.AI offers both free and paid subscription plans. Pricing details are available on the StatsPAI website. The free tier provides access to core empirical research capabilities, while paid plans offer enhanced features and increased usage limits. Exact pricing amounts and plan details should be checked directly on the platform.
Auto Empirical Research Skills pros
- Completes publication-quality empirical paper in 20 minutes
- End-to-end automated workflow from raw data to complete paper
- Automatic data cleaning handles missing values and outliers
- Supports comprehensive econometric models: OLS, panel data, fixed effects, IV, DID, PSM
- Generates standard academic tables automatically
- Suggests appropriate visualizations for results
- Handles mechanism testing and heterogeneity analysis
- Paper Agent writes chapter by chapter with structured outline
- Seamlessly integrates tables and figures into written content
- Rigorous citation handling avoids AI hallucination of references
- Supports multiple datasets in one project
- Bilingual capabilities for international researchers
- Native LaTeX math support for academic formatting
- Produces fully reproducible papers with code included
- 23,000+ AI agent skills across 8 social science disciplines
- Compatible with Claude Code, Cursor, and Gemini CLI
- Upload custom Skills for personalized workflows
Auto Empirical Research Skills cons
- Primarily focused on social science empirical research only
- May not suit qualitative research methodologies
- Limited to econometric/quantitative analysis approaches
- New platform with potentially limited track record
- Dependent on quality of uploaded data
- May require verification of automated analysis results
- Limited information on custom model specification options
- Bilingual support may not cover all language pairs equally
Frequently asked questions about Auto Empirical Research Skills
What is CoPaper.AI?
CoPaper.AI is the first truly end-to-end automated platform for empirical research that completes publication-quality empirical papers in 20 minutes. It guides users from raw data import through descriptive statistics, causal inference models, data cleaning, analysis, and generates a complete paper with tables, figures, code, and proper citations.
How fast can CoPaper.AI generate a paper?
CoPaper.AI can complete a publication-quality empirical paper in approximately 20 minutes, condensing what traditionally takes weeks or months (data cleaning, running regressions, drafting sections) into roughly 15-30 minutes for a structured, data-driven draft.
What econometric models does CoPaper.AI support?
CoPaper.AI supports a vast array of econometric models including OLS, panel data analysis, fixed effects models, instrumental variables (IV), difference-in-differences (DID), and propensity score matching (PSM), among others for social science empirical work.
Does CoPaper.AI avoid AI hallucination of citations?
Yes, the Paper Agent handles citations rigorously and avoids the dreaded AI hallucination of references that plagues other AI writing tools. It maintains academic integrity by ensuring all citations are properly traced to actual sources.
What disciplines does CoPaper.AI cover?
CoPaper.AI covers 8 social science disciplines with its 23,000+ AI agent skills, including economics, political science, sociology, and other empirical social science fields.
Can I upload my own Skills to CoPaper.AI?
Yes, CoPaper.AI supports user-uploaded Skills, allowing researchers to customize and extend the platform's capabilities with their own AI agent skills for empirical research.
Is CoPaper.AI compatible with other AI tools?
Yes, CoPaper.AI is compatible with Claude Code, Cursor, and Gemini CLI, making it integrable into existing AI-assisted research workflows.
Does CoPaper.AI support LaTeX?
Yes, CoPaper.AI offers native LaTeX math support, which is essential for academic papers that include mathematical equations and formal econometric notation.
What is the Data & Model Agent?
The Data & Model Agent acts like a seasoned econometrician. It handles tedious data cleaning automatically (missing values, outliers), runs econometric models, generates standard academic tables, suggests visualizations, and tackles complex tasks like mechanism testing and heterogeneity analysis.
What is the Paper Agent?
The Paper Agent is a sophisticated AI that generates structured outlines, writes chapter by chapter, seamlessly integrates empirical results (tables and figures included), handles citations rigorously, supports multiple datasets, and offers bilingual capabilities with native LaTeX math support.