🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | A curated collection of 23,000+ AI Agent skills covering empirical research in 8 social science disciplines. CoPaper.AI completes a reproducible, rigorous empirical paper in 20 minutes and supports user-uploaded Skills. -- Maintained by CoPaper.AI from Stanford REAP.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Run IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event studies, or treatment effect estimation.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Julia-based econometric and structural estimation for computationally intensive tasks. Use for structural models, maximum likelihood, GMM, numerical optimization, simulations, and high-performance computing. Covers DataFrames.jl, FixedEffectModels.jl, Optim.jl, and performance optimization.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial econometrics, or regression analysis. Covers data.table, fixest, sf, modelsummary, and publication-ready outputs.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Run the Julia code review protocol on Julia scripts. Checks code quality, type stability, parallel computing patterns, and scientific computing standards. Produces a report without editing files.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Find and assess datasets for a research question. Dispatches Explorer agents to search across data source categories, then Explorer-Critic to stress-test each candidate. Produces a ranked list with feasibility grades. Make sure to use this skill whenever the user wants to identify or evaluate data sources — not to…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Start a new research project by conducting a structured interview to formalize a research idea, then generates research questions with identification strategies and a project spec. Make sure to use this skill whenever the user wants to develop or document a new research idea — not to search for literature or data.…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Verify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this skill whenever the user wants to check that the paper and analysis are consistent before submission. Triggers include: "run the quality gate", "check the paper…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Interactive setup wizard that configures a new project for the social-science-research plugin. Asks the user questions about their field, institution, journals, datasets, key researchers, and R color palette, then writes the answers into references/domain-profile.md and CLAUDE.md. Make sure to use this skill first…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing. Triggers include: "write the paper", "draft the manuscript", "write up the…
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia. Replaces /data-analysis.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Discovery phase combining research interviews, literature search, data discovery, and ideation. Routes to appropriate agents based on arguments. Replaces /interview-me, /lit-review, /find-data, /research-ideation.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
All quality reviews — routes to appropriate critics based on target file type and flags. Replaces /paper-excellence, /proofread, /econometrics-check, /review-r, /review-paper.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
R&R cycle — classify referee comments and route to appropriate agents. Replaces /respond-to-referee.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Design identification strategy or pre-analysis plan. Dispatches Strategist (proposer) and strategist-critic (validator). Replaces /identify and /pre-analysis-plan.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Create and audit presentations (Beamer or Quarto RevealJS). Combines talk creation, visual audit, and compilation. Replaces /create-talk, /visual-audit, /compile-latex (for talks).
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Utility commands — commit, compile, validate-bib, journal, context-status, deploy, learn. Replaces individual utility skills.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude Code
Draft academic paper sections with notation protocol, anti-hedging, and humanizer pass. Replaces /draft-paper and /humanizer.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Guide for creating DAAF agent definition files. Covers 12-section template, hook registration, skills-in-frontmatter, integration checklist. Use when adding or revising agents. For SKILL.md files, use skill-authoring instead.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Operational framework for the DAAF orchestrator. Defines engagement modes, confirmation protocol, subagent dispatch, context budget, and reference-loading. Loaded exclusively by the orchestrator — not for subagents or user questions.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. Method selection guidance. For syntax, load tool-specific skills.
brycewang-stanford/Auto-Empirical-Research-Skills
Skill Claude CodeCodex
Interpretation guidance for Urban Institute Portal datasets. Coded values (-1/-2/-3), year definitions, grade encoding, suppression, licensing, cross-source joins. Use when interpreting Portal data before analysis. Routes to source-specific skills.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: