Python · For data scientists

Builds publication-ready tables - descriptive Table 1, regression and differential-expression result tables, and supplementary tables - with gtsummary, gt, flextable, and kableExtra (R) or…

GPTomics/bioSkills

Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.

aws/agent-toolkit-for-aws

Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-validation, Pipelines.

brycewang-stanford/Auto-Empirical-Research-Skills

Develop and deploy Data Cloud Code Extensions using SF CLI plugin.

forcedotcom/sf-skills

Run Python inference with DeePMD-kit models using the DeepPot API.

jinzhezenggroup/computational-chemistry-agent-skills

Assesses RNA-seq data quality for splicing analysis including junction saturation curves, splice site strength scoring, and junction coverage metrics using RSeQC.

FreedomIntelligence/OpenClaw-Medical-Skills

Visualize copy number profiles, segments, and compare across samples.

FreedomIntelligence/OpenClaw-Medical-Skills

Python library for single-particle tracking (SPT) in video microscopy via the Crocker-Grier algorithm.

jaechang-hits/SciAgent-Skills

Expert guide for building web scrapers and crawlers using Crawlee (JavaScript/TypeScript and Python).

LeoYeAI/openclaw-master-skills

Create or edit a Grapher chart authored in ETL: a viz://chart step in etl/steps/viz/chart/, either a single chart (dimensions: [], one view) or a multidim (a chart with dropdown dimension selectors…

owid/etl

Create a new snapshot (DVC file, plus a Python script only when one is needed) from a urlmain and optional urldownload.

owid/etl

Wrap the official Bright Data Python SDK and REST contracts behind a typed, testable client boundary.

jeremylongshore/tons-of-skills-marketplace

Install the current Firecrawl Node or Python SDK, configure Cloud authentication, and verify package provenance and secret injection.

jeremylongshore/tons-of-skills-marketplace

Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control.

jeremylongshore/tons-of-skills-marketplace

Migrate to OCI Autonomous Database — wallet setup, mTLS, Data Pump, and python-oracledb.

jeremylongshore/tons-of-skills-marketplace

Design and validate a Foundry Python transform pipeline with explicit datasets, compute choice, expectations, and incremental semantics.

jeremylongshore/tons-of-skills-marketplace

Verifies required tools (Quarto, uv, Python, R, Stata, TeX) and Jupyter kernels are installed.

brycewang-stanford/Auto-Empirical-Research-Skills

E1-Quantitative Analysis Guide with Code Generation & Sensitivity Analysis VS-Enhanced with Full 5-Phase process: Avoids obvious analyses, explores innovative methodologies Expanded to include…

brycewang-stanford/Auto-Empirical-Research-Skills

A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis

brycewang-stanford/Auto-Empirical-Research-Skills

A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model…

borghei/Claude-Skills

Prompt engineering and LLM evaluation. An agent skill from borghei/Claude-Skills.

borghei/Claude-Skills

A skill your agent uses for maintaining, migrating, debugging, and safely operating Microsoft AutoGen Python 0.7.x applications, including AgentChat, Core runtimes, extensions, Studio, Magentic-One…

VectorSpaceLab/AREX-Skill

Load when comparing bulk expression strata against clinical time-to-event data with Kaplan-Meier and log-rank tests.

TianGzlab/OmicsClaw

Load when running bulk-style pathway enrichment (ORA / GSEA / GSEA-R / GSVA-R) on a per-group ranked DE / marker list against a gene-set library.

TianGzlab/OmicsClaw

Low-level Python plotting for scientific figures: publication-quality line, scatter, bar, heatmap, contour, 3D; multi-panel layouts; fine control of every element.

jaechang-hits/SciAgent-Skills

Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines.

jaechang-hits/SciAgent-Skills

Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis tests.

jaechang-hits/SciAgent-Skills

Generate forest plots for meta-analysis of survival data. An agent skill from aipoch/medical-research-skills.

aipoch/medical-research-skills

Generate publication-quality sequence logos for DNA or protein motifs.

aipoch/medical-research-skills

Resolve a genuine choice between Python libraries for one job, then ask add-python-package to add the chosen dependency.

probabl-ai/skills

Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root.

probabl-ai/skills

End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review.

brycewang-stanford/Auto-Empirical-Research-Skills

Clean and transform messy data for analysis in Python, R, or Stata

brycewang-stanford/Auto-Empirical-Research-Skills

Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization.

brycewang-stanford/Auto-Empirical-Research-Skills

A skill for reading and writing Telegram data with Python and UV.

OpenMinis/MinisSkills

Reference skill for the OpenHands Software Agent SDK - the Python framework for building AI agents that write software.

OpenHands/extensions

Run DeePMD-kit inference to predict energies, forces, and stresses using a trained DP model.

Hello-QM/catgo-LRG

Prefect is a modern workflow orchestration framework for Python data pipelines.

Kilo-Org/kilo-marketplace

Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python

Kilo-Org/kilo-marketplace

Production-ready Fathom API client patterns in Python and TypeScript.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction.

Citrus-bit/Anaxa

Guide to Bokeh for interactive browser-based research visualizations

wentorai/research-plugins

Run and manage Google Colab notebooks for Python and ML research

wentorai/research-plugins

Guide to Plotly.py for interactive scientific visualizations in Python

wentorai/research-plugins

Publication-quality data visualization with matplotlib, seaborn, and plotly

wentorai/research-plugins

An overview of the python package for running the GaMMA earthquake phase association algorithm.

benchflow-ai/skillsbench

Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.

benchflow-ai/skillsbench

An overview of the core model API of SeisBench, a Python framework for training and applying machine learning algorithms to seismic data.

benchflow-ai/skillsbench