#1
Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具
6.7K starsJun 14, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add ChatLab/ChatLabAlternatives
Probly alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Probly
PragmaticMachineLearning/probly is a high-star GitHub project relevant to AI agent workflows.
56
Quality
80
Trust
896
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 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#3
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。
41K starsMay 24, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish#4
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#5
scikit-learn: machine learning in Python
66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#6
Roadmap to becoming an Artificial Intelligence Expert in 2022
31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap#7
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
12K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add keplergl/kepler.gl#8
Simple, customizable yet performant spreadsheet for React
1.6K starsNov 19, 2025 pushdata-analysisTypeScriptCSV
$ npx skills add iddan/react-spreadsheet#9
WeFlow - 一个本地的微信聊天记录导出和年度报告应用
12K starsJun 3, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add hicccc77/WeFlow#10
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#11
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
8.4K starsMay 4, 2026 pushdata-analysisGoData Analysis
$ npx skills add gonum/gonum#12
Visually explore, understand, and present your data.
7.1K starsJun 14, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add microsoft/SandDance#13
A collection of composable React components for building interactive data visualizations
11K starsDec 19, 2025 pushdata-analysisTypeScriptData Visualization
$ npx skills add FormidableLabs/victory#14
Curated list of Python resources for data science.
4.6K starsJun 5, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add r0f1/datascience#15
Agentic BI. Analytics at the speed of code ⚡️
5.9K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add lightdash/lightdash#16
Rumale is a machine learning library in Ruby
913 starsMay 15, 2026 pushdata-analysisRubyData Analysis
$ npx skills add yoshoku/rumaleHow 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 Probly 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.