Analyze datasets

Best data analysis skills for AI agents

Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.

Builders choosing skills for profile a dataset and generate charts. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.

Compare top 4 Filter production candidates Resolve this workflow

Ranked

173K

Stars

Top trust

Agent proven

Search intent

Find production-ready agent skills for data analysis workflows.

These pages are generated from real registry records. The list below is not a generic article; every row links to a skill profile with install, trust, audit, and risk fields.

Resolve task

Profile a dataset

Resolve task

Generate charts

Resolve task

Explain business metrics

Scientific Agent Skills

43 fitTrust 89Excellent 100Agent Proven 42Audit 93 · Safe to try

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.

Excellent quality, 33K stars, and a 23 use-case fit score.

Best suited scenario

Load tabular data

33K starsAug 13, 2026 pushProduction candidateEarly agent signalPythonData Analysis

Alternatives Compare Audit

$ npx skills add K-Dense-AI/scientific-agent-skills

BettaFish

42 fitTrust 88Excellent 100Agent Proven —Audit 91 · Safe to try

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。

Excellent quality, 42K stars, and a 23 use-case fit score.

Best suited scenario

Load tabular data

42K starsJul 21, 2026 pushProduction candidateNeeds first agent runPythonData Analysis

Alternatives Compare Audit

$ npx skills add 666ghj/BettaFish

Marimo

40 fitTrust 87Excellent 100Agent Proven —Audit 90 · Safe to try

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Excellent quality, 21K stars, and a 20 use-case fit score.

Best suited scenario

Load tabular data

21K starsJun 16, 2026 pushProduction candidateNeeds first agent runPythonDeveloper Tools

Alternatives Compare Audit

$ npx skills add marimo-team/marimo

Deck.Gl

40 fitTrust 87Excellent 100Agent Proven —Audit 89 · Safe to try

WebGL2 powered visualization framework

Excellent quality, 14K stars, and a 20 use-case fit score.

Best suited scenario

Load tabular data

14K starsJun 16, 2026 pushProduction candidateNeeds first agent runTypeScriptData Visualization

Alternatives Compare Audit

$ npx skills add visgl/deck.gl

Marketingskills

39 fitTrust 91Excellent 100Agent Proven 51Audit 92 · Safe to try

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

Excellent quality, 41K stars, and a 18 use-case fit score.

Best suited scenario

Collect channel signals

41K starsJul 16, 2026 pushProduction candidateEarly agent signalJavaScriptClaude Code

Alternatives Compare Audit

$ npx skills add coreyhaines31/marketingskills

Taipy

38 fitTrust 87Excellent 100Agent Proven —Audit 89 · Safe to try

Turns Data and AI algorithms into production-ready web applications in no time.

Excellent quality, 19K stars, and a 17 use-case fit score.

Best suited scenario

Inspect source files

19K starsMay 29, 2026 pushProduction candidateNeeds first agent runPythonDeveloper Tools

Alternatives Compare Audit

$ npx skills add Avaiga/taipy

Medical Research Skills

38 fitTrust 86Excellent 100Agent Proven 42Audit 91 · Safe to try

Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.

Excellent quality, 1.7K stars, and a 20 use-case fit score.

Best suited scenario

Load tabular data

1.7K starsJul 15, 2026 pushProduction candidateEarly agent signalPythonData Analysis

Alternatives Compare Audit

$ npx skills add aipoch/medical-research-skills

Selection method

How this list is ranked

OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, Agent Proven outcome evidence, maintenance freshness, and whether there is a clear install path.

How does OpenAgentSkill rank data analysis?

The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.

Should I install the top skill immediately?

No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.

Can my agent consume this ranking through an API?

Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-data-analysis-skills to fetch ranked skill data.

Best data analysis skills for AI agents

Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.

Builders choosing skills for profile a dataset and generate charts. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.