Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
:zap: A distributed crawler for weibo, building with celery and requests.
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/pandasA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learn10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-Beginnersscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitSQL databases in Python, designed for simplicity, compatibility, and robustness.
$ npx skills add fastapi/sqlmodelTurn 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-skills100 numpy exercises (with solutions)
$ npx skills add rougier/numpy-100The Database Toolkit for Python
$ npx skills add sqlalchemy/sqlalchemy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/BettaFishA modular SQL linter and auto-formatter with support for multiple dialects and templated code.
$ npx skills add sqlfluff/sqlfluff🕸️ 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/akshareOpen-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/airbyteStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelsPython Data. Leaflet.js Maps.
$ npx skills add python-visualization/foliumHow 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 Weibospider 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.
Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
:zap: A distributed crawler for weibo, building with celery and requests.
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/pandasA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learn10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-Beginnersscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitSQL databases in Python, designed for simplicity, compatibility, and robustness.
$ npx skills add fastapi/sqlmodelTurn 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-skills100 numpy exercises (with solutions)
$ npx skills add rougier/numpy-100The Database Toolkit for Python
$ npx skills add sqlalchemy/sqlalchemy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/BettaFishA modular SQL linter and auto-formatter with support for multiple dialects and templated code.
$ npx skills add sqlfluff/sqlfluff🕸️ 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/akshareOpen-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/airbyteStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelsPython Data. Leaflet.js Maps.
$ npx skills add python-visualization/foliumHow 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 Weibospider 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.