Alternatives

Gonum alternatives for AI agents.

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

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
89
Trust
8.4K
Stars
#1

Pandas

Similarity 127Trust 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

Scikit Learn

Similarity 127Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#3

Data Science For Beginners

Similarity 127Trust 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
#4

Cockroach

Similarity 126Trust 85Excellent 100

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

32K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add cockroachdb/cockroach
#5

Mysql

Similarity 125Trust 87Excellent 100

Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package

15K starsJun 13, 2026 pushdata-analysisGoSQL
$ npx skills add go-sql-driver/mysql
#6

Usql

Similarity 124Trust 85Excellent 100

Universal command-line interface for SQL databases

10K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add xo/usql
#7

Migrate

Similarity 123Trust 79Excellent 95

Database migrations. CLI and Golang library.

19K starsMar 19, 2026 pushdata-analysisGoSQL
$ npx skills add golang-migrate/migrate
#8

Goose

Similarity 123Trust 83Excellent 96

A database migration tool. Supports SQL migrations and Go functions.

11K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pressly/goose
#9

Duckdb

Similarity 121Trust 87Excellent 100

DuckDB is an analytical in-process SQL database management system

39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb
#10

Scientific Agent Skills

Similarity 119Trust 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 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#11

CyberChef

Similarity 119Trust 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
#12

Streamlit

Similarity 119Trust 88Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#13

BettaFish

Similarity 119Trust 88Excellent 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
#14

Akshare

Similarity 119Trust 91Excellent 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

22K starsAug 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare
#15

Reflex

Similarity 118Trust 88Excellent 100

🕸️ Web apps in pure Python 🐍

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

Best Of Ml Python

Similarity 118Trust 88Excellent 100

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisOpenAI Agents
$ npx skills add lukasmasuch/best-of-ml-python

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.

Gonum Alternatives for AI Agents | OpenAgentSkill