#1
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
17K starsJun 15, 2026 pushdata-analysisPythonNotebook
$ npx skills add ipython/ipythonAlternatives
Doit alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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#2
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
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$ npx skills add debezium/debezium#3
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$ npx skills add pandas-dev/pandas#4
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$ npx skills add apache/airflow#5
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$ npx skills add streamlit/streamlit#6
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$ npx skills add matplotlib/matplotlib#7
A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
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$ npx skills add sqlfluff/sqlfluff#8
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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$ npx skills add scikit-learn-contrib/imbalanced-learn#9
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$ npx skills add snowplow/snowplow#10
Python Data. Leaflet.js Maps.
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$ npx skills add python-visualization/folium#11
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$ npx skills add microsoft/Data-Science-For-Beginners#12
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$ npx skills add getredash/redash#13
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$ npx skills add scikit-learn/scikit-learn#14
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$ npx skills add pathwaycom/pathway#15
🕸️ Web apps in pure Python 🐍
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$ npx skills add reflex-dev/reflex#16
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/akshareHow 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 Doit if it already passes your workflow test and repository review.
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