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. Data Science For Beginners (microsoft-data-science-for-beginners)
   Match score: 759
   10 Weeks, 20 Lessons, Data Science for All!
   Trust: 88/100 Production candidate
   Audit: 91/100 Safe to try
   Install: npx skills add microsoft/Data-Science-For-Beginners
   Detail: https://www.openagentskill.com/skills/microsoft-data-science-for-beginners
   Install API: https://www.openagentskill.com/api/skills/microsoft-data-science-for-beginners/install
---
2. Pandas (pandas-dev-pandas)
   Match score: 729
   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: 90/100 Production candidate
   Audit: 93/100 Safe to try
   Install: npx skills add pandas-dev/pandas
   Detail: https://www.openagentskill.com/skills/pandas-dev-pandas
   Install API: https://www.openagentskill.com/api/skills/pandas-dev-pandas/install
---
3. Fg Data Profiling (data-centric-ai-community-fg-data-profiling)
   Match score: 709
   1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames. 
   Trust: 89/100 Production candidate
   Audit: 90/100 Safe to try
   Install: npx skills add Data-Centric-AI-Community/fg-data-profiling
   Detail: https://www.openagentskill.com/skills/data-centric-ai-community-fg-data-profiling
   Install API: https://www.openagentskill.com/api/skills/data-centric-ai-community-fg-data-profiling/install
---
4. Scientific Agent Skills (k-dense-ai-scientific-agent-skills)
   Match score: 643
   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.
   Trust: 91/100 Production candidate
   Audit: 94/100 Safe to try
   Install: npx skills add K-Dense-AI/scientific-agent-skills
   Detail: https://www.openagentskill.com/skills/k-dense-ai-scientific-agent-skills
   Install API: https://www.openagentskill.com/api/skills/k-dense-ai-scientific-agent-skills/install
---
5. Pygwalker (kanaries-pygwalker)
   Match score: 617
   PyGWalker: Turn your dataframe into an interactive UI for visual analysis
   Trust: 88/100 Production candidate
   Audit: 91/100 Safe to try
   Install: npx skills add Kanaries/pygwalker
   Detail: https://www.openagentskill.com/skills/kanaries-pygwalker
   Install API: https://www.openagentskill.com/api/skills/kanaries-pygwalker/install