OpenAgentSkill Task
Task: Analyze CSV data
Intent: Load tabular files, profile columns, find patterns, and produce concise analysis.
Agent prompt: Find the best skill for analyzing CSV files, profiling columns, finding trends, and explaining the results clearly.

Success criteria:
- Profiles columns
- Flags missing or suspicious data
- Produces reproducible analysis steps

Do not use when:
- The data is sensitive and unapproved for processing
- The task requires certified financial advice
- The CSV schema is unknown and huge

Resolve API:
https://www.openagentskill.com/api/agent/resolve?task=Find%20the%20best%20skill%20for%20analyzing%20CSV%20files%2C%20profiling%20columns%2C%20finding%20trends%2C%20and%20explaining%20the%20results%20clearly.&agent=codex&max_risk=medium

Ranked skills:
1. Pandas (pandas-dev-pandas)
   Match score: 768
   Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
   Trust: 89/100 Production candidate
   Audit: 91/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/pandas-dev-pandas
   Install API: https://www.openagentskill.com/api/skills/pandas-dev-pandas/install
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2. Echarts (apache-echarts)
   Match score: 722
   Apache ECharts is a powerful, interactive charting and data visualization library for browser
   Trust: 89/100 Production candidate
   Audit: 91/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/apache-echarts
   Install API: https://www.openagentskill.com/api/skills/apache-echarts/install
---
3. Apexcharts.Js (apexcharts-apexcharts-js)
   Match score: 717
   📊 Interactive JavaScript Charts built on SVG
   Trust: 86/100 Production candidate
   Audit: 91/100 Needs review
   Install: 
   Detail: https://www.openagentskill.com/skills/apexcharts-apexcharts-js
   Install API: https://www.openagentskill.com/api/skills/apexcharts-apexcharts-js/install
---
4. Visidata (saulpw-visidata)
   Match score: 714
   A terminal spreadsheet multitool for discovering and arranging data
   Trust: 81/100 Strong shortlist
   Audit: 86/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/saulpw-visidata
   Install API: https://www.openagentskill.com/api/skills/saulpw-visidata/install
---
5. Pygwalker (kanaries-pygwalker)
   Match score: 712
   PyGWalker: Turn your dataframe into an interactive UI for visual analysis
   Trust: 88/100 Production candidate
   Audit: 91/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/kanaries-pygwalker
   Install API: https://www.openagentskill.com/api/skills/kanaries-pygwalker/install