data-auditor
01Agent Claude Code
A read-only data auditor that produces a separate audit report. It performs descriptive statistics and looks for unusual values before data cleaning, or when the user runs /audit.
Agent Claude Code
A read-only data auditor that produces a separate audit report. It performs descriptive statistics and looks for unusual values before data cleaning, or when the user runs /audit.
Agent Claude Code
A debugging specialist that follows the path from an error or unexpected result to its cause, smallest fix, and verification.
Agent Claude Code
A simulated journal peer-review workflow with checks for consistency across languages. It can play two reviewers with different recommendations and run Python and R validations before submission.
Command Claude Code
description: 生成Beamer幻灯片 argument-hint.
Command Claude Code
description: 生成LaTeX三线表 argument-hint.
Command Claude Code
A command for starting a new research project.
Command Claude Code
description: 执行DID全流程 argument-hint.
Command Claude Code
description: 执行IV全流程 argument-hint.
Command Claude Code
description: 机制分析 argument-hint.
Command Claude Code
description: 执行RDD全流程 argument-hint.
Command Claude Code
A command for running stratified robustness checks. These checks test whether a result still holds across defined groups or layers of the data.
Skill Claude CodeCodex
A workflow for managing the full process of an empirical research paper, from the initial stage through Stage 5. It includes checkpoints and pairs workers with critics for review.
Skill Claude CodeCodex
A guide for creating Beamer slide decks for empirical research papers. Beamer is a LaTeX system for making presentation slides, and empirical research uses collected data or observations.
Skill Claude CodeCodex
Performs data cleaning and preprocessing for empirical research panels: missing value diagnosis (MCAR/MAR/MNAR) and MICE imputation, outlier detection (IQR/Z-score), panel balancing decisions, variable construction (lags/interactions/differences), variable transformation guardrails…
Skill Claude CodeCodex
A tool for obtaining and downloading research data from sources including FRED, the World Bank, OECD, akshare, CSMAR, CNRDS, and Wind. FRED is a US economic-data service, while the World Bank and OECD publish international economic and social data.
Skill Claude CodeCodex
A skill for difference-in-differences analysis, a statistical method that compares changes over time between treated and comparison groups. It covers standard, staggered, and triple-difference designs, event-study graphs, placebo tests, and sensitivity analysis.
Skill Claude CodeCodex
A skill for creating standard charts used in econometrics, the study of data and cause-and-effect relationships. It includes templates for event studies, parallel-trends checks, coefficient charts, regression-discontinuity charts, and synthetic-control charts, following common academic-journal styles.
Skill Claude CodeCodex
A statistics workflow for instrumental-variable analysis, a method used when a predictor may be mixed up with other causes, and related two-stage methods. It includes checks for endogeneity, weak instruments, model assumptions, and robust inference.
Skill Claude CodeCodex
A guide to reviewing existing research and managing its references, including search strategies, useful research databases, keyword combinations, and ways to narrow results.
Skill Claude CodeCodex
A mechanism-analysis skill that recommends a two-step method and also supports three-step methods, grouped regression, and moderation-effect analysis.
Skill Claude CodeCodex
A machine-learning guide to causal inference, which estimates whether one factor causes a change in another. It covers DML, causal forests, DoWhy, and AIPW methods.
Skill Claude CodeCodex
OLS baseline regression for empirical research: stepwise specification with coefficient stability checks, full diagnostics suite (VIF, heteroskedasticity, RESET, Cook's D, residual plots), standard error selection (HC3/cluster/wild bootstrap), Oster (2019) delta and sensemakr sensitivity analysis, specification curve…
Skill Claude CodeCodex
A toolkit for analysing panel data, which tracks the same people, companies, or places repeatedly over time. It covers fixed-effects and random-effects choices, clustered standard errors, and diagnostic checks.
Skill Claude CodeCodex
Draft academic paper sections with pipeline-aware context, estimand protocol, causal language calibration, and automatic humanizer pass.