xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
ROS2 robotics development with rclpy: nodes, topics, services, actions, tf2 transforms, and Nav2 navigation.
not rated 34 6mo ago B 32 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Digital signal processing with scipy.signal: filter design, spectral analysis, peak detection, PSD estimation, and adaptive filtering for engineering workflows.
not rated 34 6mo ago A 29 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for discrete-event simulation with SimPy: M/M/c queues, manufacturing lines, resource contention, and confidence intervals via replications.
not rated 34 6mo ago A 35 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for development economics: LSMS data loading, RCT ITT analysis, Lee sharp bounds, covariate balance table, propensity score matching, and poverty indices (FGT).
not rated 34 6mo ago A 44 tokens
did-causal
77xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill when the user needs to estimate causal treatment effects using difference-in-differences (DID) designs: two-way fixed effects (TWFE) regression, parallel trends pre-testing, Callaway-Sant'Anna staggered adoption estimator, and Goodman-Bacon decomposition. Covers both Python (linearmodels) and R (did…
not rated 34 6mo ago A 75 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for macroeconomic forecasting: ARIMA, VAR, ML ensemble (LightGBM), Diebold-Mariano test, fan chart generation, and real-time ALFRED data.
not rated 34 6mo ago A 43 tokens
fred-macro
79xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Fetch and analyze FRED macroeconomic time series data using fredapi; covers GDP, unemployment, inflation, yield curves, recession shading, and HP filtering.
not rated 34 6mo ago A 35 tokens
iv-2sls
80xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Instrumental variables and 2SLS: first-stage diagnostics, Wu-Hausman endogeneity test, Sargan overidentification, weak instrument tests, and linearmodels implementation.
not rated 34 6mo ago A 45 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for labor economics analysis: Mincer wage equation, Heckman selection, Oaxaca-Blinder decomposition, CPS data cleaning, and unconditional quantile regression.
not rated 34 6mo ago A 37 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for machine learning in econometrics: Post-LASSO for high-dimensional controls, Double/Debiased ML (DML) for ATE/ATT, cross-fitting, and valid post-selection inference.
not rated 34 6mo ago A 48 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Run OLS regressions with full diagnostics: heteroscedasticity tests, robust/clustered SEs, VIF, structural breaks, and publication-ready tables via statsmodels.
not rated 34 6mo ago A 41 tokens
panel-data
84xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Panel data econometrics with Python linearmodels; covers pooled OLS, fixed/random effects, Hausman test, clustered SE, Arellano-Bond GMM, and regression tables.
not rated 34 6mo ago A 42 tokens
rdd-design
85xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Regression discontinuity design: sharp and fuzzy RDD, bandwidth selection, manipulation tests, covariate balance checks, and rdrobust-style Python/R implementation.
not rated 34 6mo ago A 36 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for synthetic control causal inference: donor pool selection, weight optimization via scipy, pre-period balance, post-period gap plot, placebo tests, and permutation p-values.
not rated 34 6mo ago A 39 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for multivariate time series: VAR, Granger causality, Johansen cointegration, VECM, impulse response functions, and forecast error variance decomposition.
not rated 34 6mo ago A 41 tokens
event-study
88xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Event study methodology in finance: estimate abnormal returns, CARs, BMP tests, Fama-French 3-factor normal returns, and long-run BHAR analysis using yfinance.
not rated 34 6mo ago A 39 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Asset pricing factor models: Fama-French 3/5-factor, Carhart 4-factor, q-factor; OLS regressions, rolling loadings, and GRS test for alpha.
not rated 34 6mo ago A 44 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for financial time series analysis: GARCH volatility modeling, cointegration, pairs trading, factor models, and risk decomposition.
not rated 34 6mo ago A 31 tokens
fixed-income
91xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for fixed income analytics: bond pricing, yield curves, duration/convexity, Nelson-Siegel fitting, and credit spread modeling.
not rated 34 6mo ago A 33 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for option valuation: Black-Scholes pricing, Monte Carlo simulation with variance reduction, binomial tree, Greeks computation, and implied volatility surface.
not rated 34 6mo ago A 35 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill to build optimal portfolios: mean-variance frontier, minimum variance, maximum Sharpe, Black-Litterman views, and risk parity with PyPortfolioOpt.
not rated 34 6mo ago A 38 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill to access WRDS databases: Compustat fundamentals, CRSP returns, TAQ microstructure, and linking tables via wrds Python package.
not rated 34 6mo ago A 37 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for comparative political analysis: QoG, Polity 5, Freedom House merge, cross-sectional OLS with FE, multilevel models, and regime classification.
not rated 34 6mo ago A 40 tokens
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for quantitative conflict research: ACLED and UCDP data download, spatio-temporal clustering (DBSCAN), conflict onset logit panel, and fatality estimation.
not rated 34 6mo ago A 41 tokens
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: