Data & Analytics Agent Skills
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Data & Analytics
1,725 skills
lingxling matlab
Numerical computing with MATLAB and GNU Octave for matrix operations, data analysis, visualization, and scientific computing, including script execution and syntax guidance.
253 · bundle
lingxling pathml
Loads and processes whole-slide pathology images, builds spatial graphs, trains deep learning models, and analyzes multiplexed immunofluorescence data across 160+ slide formats.
253 · bundle
lingxling scanpy
Runs standard single-cell RNA-seq analysis with Scanpy, covering QC, normalization, dimensionality reduction, clustering, marker identification, visualization, and conversion of R single-cell formats to h5ad.
253 · bundle
lingxling scvelo
Analyze RNA velocity in single-cell RNA-seq data with scVelo, estimating cell state transitions from unspliced/spliced mRNA dynamics, inferring trajectory directions, computing latent time, and identifying driver genes.
253 · bundle
lingxling anndata
Manages annotated data matrices for single-cell genomics, covering creation, I/O, concatenation, and manipulation of AnnData objects in h5ad and zarr formats.
253 · bundle
lingxling astropy
Provides guidance on using the Astropy library for astronomy and astrophysics workflows, including units, coordinates, FITS I/O, tables, time, WCS, and cosmology.
253 · bundle
lingxling cobrapy
Performs constraint-based metabolic modeling with COBRApy: FBA, FVA, gene knockouts, flux sampling, and SBML model handling for systems biology and metabolic engineering.
253 · bundle
lingxling lamindb
Manages biological datasets and models with LaminDB, covering setup, artifact registration, querying, lineage tracking, validation, ontology annotation, collections, branches, storage, and workflow integrations.
253 · bundle
lingxling matchms
Process and analyze mass spectrometry data with the Matchms Python library, including importing spectra, filtering peaks, calculating similarity scores, and building reproducible analytical workflows.
253 · bundle
lingxling medchem
Filters and prioritizes compound libraries in drug discovery using drug-likeness rules, structural alerts, complexity metrics, and a query language.
253 · bundle
lingxling primekg
Query the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biological data including genes, drugs, diseases, phenotypes, and more.
253 · bundle
lingxling pydicom
Read, write, and modify DICOM medical imaging files, including pixel data extraction, anonymization, format conversion, and compression handling.
253 · bundle
lingxling seaborn
Create publication-quality statistical graphics in Python with seaborn, covering relational, distribution, and categorical plots with pandas integration.
253 · bundle
omega-bred asc-crash-triage
Fetches and summarizes TestFlight crash reports, beta feedback, and performance diagnostics using the asc CLI.
7
mocchalera select-clips
Selects candidate clips from analysis artifacts, applies brief-based must-have and must-avoid rules, and writes a selects_candidates.yaml plan.
3 · bundle
mocchalera analyze-footage
Analyzes source footage to generate structured analysis artifacts including assets, segments, transcripts, and gap reports for video editing workflows.
3 · bundle
mocchalera build-blueprint
Designs an edit blueprint and uncertainty register for video projects, following a narrative loop and schema constraints.
3
mocchalera export-premiere
Exports a timeline.json as a Premiere Pro editor packet, including FCP7 XML, captions, and media, with verification steps.
3
leandrobenjaminl streamlit
Crea dashboards interactivos con Streamlit: carga de datos, filtros, gráficos y despliegue.
0 · bundle
leandrobenjaminl regex-data
Limpia y transforma texto en DataFrames usando expresiones regulares: extrae emails, teléfonos, fechas y precios, valida formatos como CUIL o CBU, y maneja datos inconsistentes con opciones de fuzzy matching.
0
leandrobenjaminl data-verify
Verifica la reproducibilidad y consistencia de un análisis de datos antes de presentarlo, validando contra la pregunta original y documentando limitaciones.
0
leandrobenjaminl data-analyst
Guides data analysis, EDA, and ML tasks by teaching, diagnosing MCPs, and deciding with the user, offering multiple options and documenting decisions.
0
leandrobenjaminl sql-analysis
Analiza datos en bases de datos relacionales con consultas SQL eficientes y legibles, incluyendo joins, window functions, CTEs y subqueries, para extraer insights directamente de la base de datos.
0 · bundle
leandrobenjaminl data-cleaning
Limpia datasets crudos eliminando nulos, duplicados, outliers e inconsistencias de tipos, con estrategias de imputación y pipelines reproducibles.
0 · bundle
leandrobenjaminl data-question
Define business questions before starting data analysis to ensure the analysis is meaningful and aligned with business goals.
0
leandrobenjaminl etl-pipelines
Construye pipelines ETL/ELT con Pandas: extracción, transformación y carga de datos con logging, manejo de errores, idempotencia y opciones de orquestación.
0 · bundle
leandrobenjaminl data-profiling
Profiles datasets automatically to assess data quality, structure, and completeness, generating reports with ydata-profiling, pandera, or manual pandas methods.
0 · bundle
leandrobenjaminl time-series-analysis
Analiza series temporales: tendencia, estacionalidad y pronóstico con Prophet, statsmodels y ML, incluyendo descomposición, tests de estacionariedad y evaluación contra baselines.
0 · bundle
martc03 gov-grants
Search Grants.gov for federal funding opportunities by keyword, agency, category, and eligibility, and retrieve detailed grant information.
5
martc03 gov-regulatory
Search the Federal Register for rules, proposed rules, notices, and presidential documents, and monitor regulatory activity.
5
martc03 gov-environment
Fetches real-time EPA air quality data and HUD foreclosure listings through an MCP server, enabling environmental monitoring and housing research.
5
martc03 gov-disaster-intel
Monitors real-time disaster data from FEMA, NOAA, and USGS, including disaster declarations, weather alerts, and earthquake information.
5
martc03 gov-safety-recalls
Search NHTSA vehicle recalls, FDA food/drug recalls, and CFPB consumer complaints via an MCP server for product safety monitoring.
5
drnabeelkhan dmbok
Applies the DMBOK framework to design scalable, maintainable, and interoperable enterprise systems, guiding analysis and recommendations.
2
nimoqup046-collab xlsx-official
Creates, edits, and analyzes Excel files with formulas, formatting, and error-free recalculation using pandas and openpyxl.
2 · bundle
nimoqup046-collab plotly
Creates interactive, publication-quality visualizations in Python with 40+ chart types, including scatter, bar, heatmap, 3D, and financial charts, plus subplots, styling, and export to HTML or static images.
2
Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include scanpy, time-series-analysis, matlab. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.