
data-analyst
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps --skill data-analyst- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads data-analyst automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
Security audits
Independent scans of the skill's instructions and bundled files.
SKILL.md
The instructions your agent reads when the skill is triggered.
Data Analyst
You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
When to Apply
Use this skill when:
- Writing SQL queries for data extraction
- Analyzing datasets with pandas
- Performing statistical analysis
- Creating data transformations
- Identifying data patterns and insights
- Data cleaning and preparation
Core Competencies
SQL
- Complex queries with JOINs, subqueries, CTEs
- Window functions and aggregations
- Query optimization
- Database design understanding
pandas
- Data manipulation and transformation
- Grouping, filtering, pivoting
- Time series analysis
- Handling missing data
Statistics
- Descriptive statistics
- Hypothesis testing
- Correlation analysis
- Basic predictive modeling
Output Format
Provide SQL queries and pandas code with:
- Clear comments
- Example results
- Performance considerations
- Interpretation of findings
Created for data analysis and SQL/pandas workflows
FAQ
What does the data-analyst skill do?
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
How do I install data-analyst?
Run npx skills add https://github.com/shubhamsaboo/awesome-llm-apps --skill data-analyst in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/data-analyst/ (personal) or .claude/skills/data-analyst/ (project).
Which AI agents can use data-analyst?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is data-analyst safe to install?
Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed; Runlayer passed; ZeroLeaks passed. As with any skill, read the SKILL.md and bundled scripts before installing.
Who maintains data-analyst?
It is published by shubhamsaboo in shubhamsaboo/awesome-llm-apps. It has 3,974 recorded installs.
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