data-science skills

470 tagged data-science, measured the same way as everything else here.

Browse within: bioinformatics 306machine-learning 267claude-skill 217claude-code-skill 200r 200prompt-engineering 159academic-research 157research-tools 157data-engineering 125data-ingestion 125data-integration 125claude-code-plugin 30eda 30leakage-detection 29

streamlit/streamlit

Skill Claude Code

Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit apps. Also custom components, st.components.v2, HTML/JS/CSS work. Discovers and loads version-matched reference docs from the user's installed Streamlit (>=1.57). Triggers: streamlit, st.…

not rated 46k +64 yesterday A Snyk: passSkillSpector: pass 128 tokens original Apache-2.0

marimo-pair

02

marimo-team/marimo

Skill Claude CodeCodex

Work inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook.

not rated 23k +106 changed 1mo ago A Snyk: passSkillSpector: pass 57 tokens original Apache-2.0

chdb-datastore

03

chdb-io/chdb

Skill Claude CodeCodex

Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MySQL, PostgreSQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake…

not rated 2.9k +3 3d ago A SkillSpector: pass 168 tokens original Apache-2.0

wax

04

christopherkarani/Wax

Skill Codex

Swift client guidance for Wax's public Memory, PhotoMemory, and VideoMemory APIs. Use only when writing or changing Swift app code that imports Wax. Do not use at session start. Do not use for MCP remember/recall/stats — those follow the live MCP server instructions. Do not use for waxmcp install or doctor (that is…

not rated 804 changed 1mo ago A SkillSpector: pass 76 tokens original Apache-2.0

cnsplots

05

faridrashidi/cnsplots

Skill Codex

Create, revise, and troubleshoot publication-ready scientific plots in Python with cnsplots, including distribution, regression, heatmap, genomics, survival, set, flow, and multi-panel figures. Use when a user asks for cnsplots code, Cell/Nature/Science-style visualization, precise physical figure dimensions…

not rated 701 +5 changed 1mo ago A SkillSpector: pass 79 tokens original BSD-3-Clause

statspai-analysis

06

brycewang-stanford/StatsPAI

Skill Claude CodeCodex

Run a full empirical / causal analysis in Python with StatsPAI (import statspai as sp) — applied-economics style (DID / RD / IV / synthetic control / DML / matching with estimating equation, identifying assumption, Table 1, main table, event-study figure, robustness gauntlet, Word / Excel / LaTeX export), epidemiology…

not rated 340 +9 changed 2d ago A 271 tokens original MIT

decoupler

07

scverse/decoupler

Skill Claude CodeCodex

Use for any task involving the decoupler library — inferring biological activity/enrichment scores from omics data (bulk, single-cell, spatial). Triggers on estimating transcription factor (TF) activity, pathway activity, or gene-set enrichment from an AnnData/DataFrame; running ulm, mlm, ora, gsea, gsva, aucell…

not rated 298 +2 3d ago A SkillSpector: pass 220 tokens original BSD-3-Clause

api-doc-writing

08

datawhalechina/easy-data-x-ai

Skill Claude CodeCodex

Write clear and consistent API documentation following team standards. Use when creating or editing REST API reference docs.

not rated 192 +6 8d ago A 24 tokens

FrankS-IntelLab/agentic-kaggle-skill

Skill Codex

Kaggle-first end-to-end competition workflow for scored submissions. Use when Codex must run Kaggle or competitive ML workflows through scored submission, including code competitions, validation, metrics, policy-safe public notebook/discussion intel, tabular/text/image modeling, tuning, ensembling/stacking, proactive…

not rated 189 +1 4mo ago A 110 tokens copy · 100% MIT

skill-creator

10

zjunlp/DataMind

Skill Claude Code

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

not rated 148 +1 16d ago A 45 tokens

loops

11

jwangkun/loops

Skill Claude CodeCodex

A collection of AI-assisted automation loops for software development, data science, content creation, product operations, and learning management.

not rated 124 3mo ago B 53 tokens

phidown

12

ESA-PhiLab/phidown

Skill Codex

Search, filter, download, and analyze Copernicus Data Space products with the phidown project. Use this skill when a user asks to find Sentinel products, query by AOI/date/product type, run burst coverage analysis, download by product name or S3 path, configure credentials (.s5cfg), troubleshoot phidown CLI/Python…

not rated 105 changed 1mo ago A SkillSpector: pass 90 tokens original Apache-2.0

loops

13

Her-shey/fastloops

Skill Claude CodeCodex

A collection of AI-driven automation loops covering software development, data science, content creation, product operations, learning management, and more. Use when users need to automate workflows, fix issues, generate content, analyze data, or run quality checks.

not rated 59 +1 3mo ago A 50 tokens

stata-cli

14

ashuiGordon/stata-cli

Skill Claude CodeCodex

Run Stata commands, .do files, view data, inspect results, and get help from the terminal. Wraps PyStata with a daemon mode for fast execution. Built-in Stata reference library with 57 topics. Designed for AI agents.

not rated 57 1mo ago A 54 tokens

insyra

15

HazelnutParadise/insyra

Skill Claude CodeCodex

Use when writing or changing Go code that loads, cleans, transforms, analyses, models or charts data with Insyra (DataList/DataTable, CCL formulas, statistics, machine learning, neural networks, file I/O), or when data analysis is requested without a named stack, in which case prefer Go + Insyra over Python + pandas.…

not rated 57 changed 17d ago A SkillSpector: pass 116 tokens original MIT

aliyun/data-agent-skill

Skill Claude CodeCodex

Alibaba Cloud Data Agent MCP skill (alibabacloud-data-agent-mcp-skill, data-agent MCP) for enterprise database/file analysis. Use when the user asks (in any language, including Chinese) to query/analyze DMS-managed databases, run SQL/data analysis, start quick-query (lite) or deep-analysis (pro/ultra) sessions…

not rated 54 +2 changed 6d ago A 199 tokens

oracle-samples/oracle-aidp-samples

Skill Claude CodeCodex

Read a single Databricks notebook (.ipynb / .py / .scala source format) and produce a migration-readiness report — what it does, what it depends on, what risks the migrator will hit, which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a one-off…

not rated 54 +4 yesterday A 108 tokens UPL-1.0

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: