#1
scikit-learn: machine learning in Python
66K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learnAlternatives
BettaFish alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
BettaFish
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。
100
Quality
100
Trust
41K
Stars
#2
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#3
Streamlit — A faster way to build and share data apps.
45K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#4
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
43K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#5
🕸️ Web apps in pure Python 🐍
28K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#6
Turn 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, Antigravity, and the open Agent Skills standard.
28K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills#7
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
21K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte#8
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare#9
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
16K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Kanaries/pygwalker#10
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
14K starsApr 22, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Data-Centric-AI-Community/fg-data-profiling#11
Statsmodels: statistical modeling and econometrics in Python
11K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels#12
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn#13
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
6.5K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#14
A Grammar of Graphics for Python
4.6K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine#15
Make your own running home page
4.5K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add yihong0618/running_page#16
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rioHow to choose
When should you switch?
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 BettaFish if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.