OpenAgentSkill guide

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.

When to use this guide

Start from the job, then shortlist the tools.

Profile a dataset

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Generate charts

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Explain business metrics

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Validate spreadsheet outputs

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Shortlist

Top skills to evaluate

Compare top 4
#1WrenAIExcellent · 10015K stars

Turn any AI Agents into world-class data analysts through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build GenBI, agentic BI, text-to-sql, dashboards, and agentic analytics.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#2AI Agents For BeginnersExcellent · 10065K stars

12 Lessons to Get Started Building AI Agents

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#3Prompt Engineering GuideExcellent · 10075K stars

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#4Happy LlmExcellent · 10031K stars

📚 从零开始构建大模型

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#5RAG TechniquesExcellent · 10028K stars

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#6FinceptTerminalExcellent · 10023K stars

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#7GenAI AgentsExcellent · 10022K stars

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#8CVExcellent · 10021K stars

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#930 Days Of PythonPromising · 682.5K stars

Learn Python for the next 30 (or so) Days.

Best fit: Useful candidate, but compare it with alternatives before adopting.

#10Agents Towards ProductionExcellent · 10020K stars

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.