kimmy-sil/empirical-paper-cc

A one-stop empirical paper generation Claude Code Skill | Empirical Paper Pipeline for Claude Code

This repository also configures its own agents. See what empirical-paper-cc tells them →

5Stars on the repository
29Mods indexed here, across every type
4mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

empirical-pipeline

01

kimmy-sil/empirical-paper-cc

Skill Claude Code

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.

not rated 5 4mo ago A 32 tokens

beamer-ppt

02

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.

not rated 5 4mo ago A 0 tokens

data-cleaning

03

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…

not rated 5 4mo ago A 114 tokens

data-fetcher

04

kimmy-sil/empirical-paper-cc

Skill Claude Code

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.

not rated 5 4mo ago A 33 tokens

did-analysis

05

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.

not rated 5 4mo ago A 188 tokens

figure

06

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.

not rated 5 4mo ago A 0 tokens

iv-estimation

07

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.

not rated 5 4mo ago A 170 tokens

literature-review

08

kimmy-sil/empirical-paper-cc

Skill Claude Code

A guide to reviewing existing research and managing its references, including search strategies, useful research databases, keyword combinations, and ways to narrow results.

not rated 5 4mo ago A 30 tokens

mechanism-analysis

09

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.

not rated 5 4mo ago A 28 tokens

ml-causal

10

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.

not rated 5 4mo ago A 25 tokens

ols-regression

11

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…

not rated 5 4mo ago A 130 tokens

panel-data

12

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.

not rated 5 4mo ago A 34 tokens

paper-writing

13

kimmy-sil/empirical-paper-cc

Skill Claude Code

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

not rated 5 4mo ago A 26 tokens

rdd-analysis

14

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

A toolkit for regression discontinuity design, a method that compares cases just above and below a cutoff. It includes plots, bandwidth selection, density testing, and placebo tests.

not rated 5 4mo ago A 31 tokens

stats

15

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

A statistics skill covering descriptive statistics and statistical tests, including checking data distributions and using Bootstrap resampling.

not rated 5 4mo ago A 21 tokens

synthetic-control

16

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

A skill for the synthetic control method, a way to estimate the effect of an intervention by comparing it with a weighted combination of other cases. It includes related analysis and placebo tests.

not rated 5 4mo ago A 32 tokens

table

17

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

A skill for formatting standard tables used in research papers. It includes layouts and code templates for LaTeX, Markdown, Python, and R.

not rated 5 4mo ago A 0 tokens

time-series

18

kimmy-sil/empirical-paper-cc

Skill Claude CodeCodex

A time-series analysis skill for studying data recorded over time. It includes statistical tests and models such as VAR, VECM, ARDL, SVAR, BVAR, GARCH, and several forecasting approaches.

not rated 5 4mo ago A 51 tokens

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