kimmy-sil

29 mods across 1 repository, 5 stars between them.

data-auditor

01

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 63 tokens

debug-agent

02

kimmy-sil/empirical-paper-cc

Agent Claude Code

A debugging specialist that follows the path from an error or unexpected result to its cause, smallest fix, and verification.

5 4mo ago A 46 tokens

methods-referee

03

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 50 tokens

run_robustness

11

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 0 tokens

empirical-pipeline

12

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 32 tokens

beamer-ppt

13

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 0 tokens

data-cleaning

14

kimmy-sil/empirical-paper-cc

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…

5 4mo ago A 114 tokens

data-fetcher

15

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 33 tokens

did-analysis

16

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 188 tokens

figure

17

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 0 tokens

iv-estimation

18

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 170 tokens

literature-review

19

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 30 tokens

mechanism-analysis

20

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 28 tokens

ml-causal

21

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 25 tokens

ols-regression

22

kimmy-sil/empirical-paper-cc

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…

5 4mo ago A 130 tokens

panel-data

23

kimmy-sil/empirical-paper-cc

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.

5 4mo ago A 34 tokens

paper-writing

24

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

Draft academic paper sections with pipeline-aware context, estimand protocol, causal language calibration, and automatic humanizer pass.

5 4mo ago A 26 tokens