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
10 Weeks, 20 Lessons, Data Science for All!
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Streamlit — A faster way to build and share data apps.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
🕸️ Web apps in pure Python 🐍
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
WeFlow - 一个本地的微信聊天记录导出和年度报告应用
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.