Awesome all-in-one research skills for AI agents — covering every academic discipline. Works with Claude Code, Codex, Gemini CLI & Cursor.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for DEM-based hydrological analysis: watershed delineation, flow direction/accumulation, stream networks, and runoff estimation with pysheds.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Atmospheric analysis with MetPy and Siphon: download NWP data from THREDDS/NOMADS, plot skew-T log-P diagrams, compute CAPE/CIN parcel metrics, and build synoptic composites.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Download and analyze oceanographic data from Copernicus Marine Service and Argo floats using copernicusmarine, gsw, and xarray.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Read, reproject, resample, and analyze multispectral GeoTIFF imagery with rioxarray and rasterio; compute NDVI/EVI, mask clouds, mosaic scenes, and export Cloud-Optimized GeoTIFFs.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for Google Earth Engine satellite analysis: NDVI time series, LULC classification, change detection, and GeoTIFF export via geemap and ee.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Organize, validate, and query neuroimaging datasets in BIDS 1.8 format using pybids, mne-bids, and datalad; covers EEG, fMRI, and derivatives conventions.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill to simulate spiking neural networks with Brian2: LIF/AdEx neurons, STDP, recurrent networks, raster plots, and mean-field analysis.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for functional connectome analysis: connectivity matrices, graph metrics (clustering, path length, modularity), rich-club, hub detection.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Full EEG/MEG analysis pipeline with MNE-Python: preprocessing, ICA artifact removal, ERP computation, time-frequency analysis, and resting-state power spectral density.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
This skill covers the full neuroimaging analysis pipeline using nilearn and nibabel: task-based fMRI general linear models (GLMs), second-level group analyses, resting-state functional connectivity, independent component analysis (ICA), multivariate pattern analysis (MVPA) with support vector machines, and…
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for PsychoPy experiment design: stimulus presentation, response collection, TTL synchronization, BIDS event files, and reaction time analysis.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Automated spike sorting pipeline using SpikeInterface with Kilosort2/Mountainsort5, quality metrics, and Phy export for extracellular neural recordings.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for combustion simulations with Cantera: mechanism loading, freely propagating flames, ignition delay, reactors, and sensitivity analysis.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Control systems analysis and PID design with python-control and scipy.signal: transfer functions, Bode/Nyquist plots, root locus, stability margins, and step-response simulation for SISO and discrete-time systems.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for FEA with FEniCSx or scikit-fem: mesh generation, boundary conditions, linear elasticity, heat conduction, and result visualization.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Run and post-process OpenFOAM CFD simulations using PyFoam, pyvista, and vtk for mesh setup, solver control, and visualization.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for reliability engineering: Weibull analysis, fault tree analysis, FMEA, reliability block diagrams, and accelerated life testing.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
ROS2 robotics development with rclpy: nodes, topics, services, actions, tf2 transforms, and Nav2 navigation.
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.
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.
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).
xjtulyc/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…
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.
xjtulyc/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.
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: