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Alternatives

Gonum alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Compare shortlistView Gonum

Current skill

Gonum

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

100
Quality
95
Trust
8.4K
Stars
#1

Imbalanced Learn

Similarity 134Trust 97Excellent 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
#2

Whodb

Similarity 131Trust 95Excellent 100

A lightweight next-gen data explorer - Postgres, MySQL, SQLite, MongoDB, Redis, MariaDB, Elastic Search, and Clickhouse with Chat interface

4.9K starsJun 13, 2026 pushdata-analysisGoData Analysis
$ npx skills add clidey/whodb
#3

Pandas

Similarity 128Trust 98Excellent 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
#4

Data Science For Beginners

Similarity 128Trust 95Excellent 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

Scikit Learn

Similarity 127Trust 92Excellent 100

scikit-learn: machine learning in Python

66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#6

ChatLab

Similarity 125Trust 94Excellent 100

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/ChatLab
#7

Plotnine

Similarity 124Trust 93Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#8

Flyte

Similarity 124Trust 97Excellent 100

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

7.1K starsJun 12, 2026 pushdata-analysisGoData Analysis
$ npx skills add flyteorg/flyte
#9

Cloudquery

Similarity 123Trust 97Excellent 100

Data pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.

6.4K starsJun 13, 2026 pushdata-analysisGoData Analysis
$ npx skills add cloudquery/cloudquery
#10

Devlake

Similarity 122Trust 96Excellent 100

Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.

3.0K starsJun 12, 2026 pushdata-analysisGoData Analysis
$ npx skills add apache/devlake
#11

CyberChef

Similarity 120Trust 98Excellent 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
#12

Scientific Agent Skills

Similarity 120Trust 98Excellent 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.

28K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#13

Streamlit

Similarity 120Trust 95Excellent 100

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

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

BettaFish

Similarity 120Trust 95Excellent 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。

41K starsMay 24, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish
#15

Reflex

Similarity 120Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#16

Akshare

Similarity 120Trust 98Excellent 100

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

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 Gonum 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.