Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learnA Grammar of Graphics for Python
$ npx skills add has2k1/plotnine10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersTerminal-based toolkit for GitHub data analysis.
$ npx skills add bellingcat/octosuiteTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
$ npx skills add K-Dense-AI/scientific-agent-skills微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
$ npx skills add 666ghj/BettaFish🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexAKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
$ npx skills add akfamily/aksharescikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
$ npx skills add airbytehq/airbyteA next-generation curated knowledge sharing platform for data scientists and other technical professions.
$ npx skills add airbnb/knowledge-repoStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodels🙌 Welcome open-source Python mini-project contributions!
$ npx skills add ndleah/python-mini-projectVisualize large time series data with plotly.py
$ npx skills add predict-idlab/plotly-resamplerHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Iris if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.