Alternatives

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
78
Trust
896
Stars
#1

Pandas

Similarity 119Trust 90Excellent 100

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
#2

BettaFish

Similarity 119Trust 90Excellent 100

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。

42K starsJul 21, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish
#3

Scikit Learn

Similarity 119Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#4

Data Science For Beginners

Similarity 119Trust 88Excellent 100

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

Open Notebook

Similarity 119Trust 88Excellent 100

An Open Source implementation of Notebook LM with more flexibility and features

32K starsJun 18, 2026 pushdata-analysisTypeScriptNotebook
$ npx skills add lfnovo/open-notebook
#6

Kepler.Gl

Similarity 117Trust 90Excellent 100

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
#7

WeFlow

Similarity 116Trust 85Excellent 100

WeFlow - 一个本地的微信聊天记录导出和年度报告应用

12K starsJun 19, 2026 pushdata-analysisData Analysis
$ npx skills add hicccc77/WeFlow
#8

Imbalanced Learn

Similarity 116Trust 89Excellent 100

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
#9

SandDance

Similarity 116Trust 87Excellent 100

Visually explore, understand, and present your data.

7.1K starsJun 14, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add microsoft/SandDance
#10

Growthbook

Similarity 113Trust 84Excellent 96

Open Source Feature Flags, Experimentation, and Product Analytics

7.9K starsJun 20, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add growthbook/growthbook
#11

Duckdb

Similarity 113Trust 87Excellent 100

DuckDB is an analytical in-process SQL database management system

39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb
#12

Scientific Agent Skills

Similarity 111Trust 91Excellent 100

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, Pi, Antigravity, and the open Agent Skills standard.

33K starsAug 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#13

Gradio

Similarity 111Trust 90Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#14

CyberChef

Similarity 111Trust 90Excellent 100

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChef
#15

Superset

Similarity 111Trust 88Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#16

Streamlit

Similarity 111Trust 88Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit

How 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.