Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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vamseeachanta Skill Data Visualization Choose By Data Relationship 2Sub-skill of data-visualization: Choose by Data Relationship (+1).
- vamseeachanta Skill XLSX To Python Step 6 Calculation Block Detection 2
Sub-skill of xlsx-to-python: Step 6 — Calculation Block Detection.
- vamseeachanta Skill Pandas Data Processing 1 Time Series Analysis 2
Sub-skill of pandas-data-processing: 1. Time Series Analysis.
- vamseeachanta Skill Pandas Data Processing 2 Statistical Analysis 2
Sub-skill of pandas-data-processing: 2. Statistical Analysis.
- vamseeachanta Skill Catenary Riser Catenary Shape CSV 2
Sub-skill of catenary-riser: Catenary Shape CSV.
- vamseeachanta Skill Data Validation Analysis Documentation Template 2
Sub-skill of data-validation: Analysis Documentation Template.
- vamseeachanta Skill Pandas Data Processing 4 Multi File Processing 2
Sub-skill of pandas-data-processing: 4. Multi-File Processing.
- vamseeachanta Skill Multi Format CSV Parser With Deduplication 2
Parse brokerage CSV exports that exist in multiple formats with overlapping data across files
- vamseeachanta Skill Multi Format CSV Detection And Deduplication 2
Detect and handle multiple CSV format versions from the same data source; deduplicate records across format variants
- vamseeachanta Skill Pandas Data Processing 1 Memory Efficiency 2
Sub-skill of pandas-data-processing: 1. Memory Efficiency (+3).
- vamseeachanta Skill Echarts Example 1 Loading Data From CSV 2
Sub-skill of echarts: Example 1: Loading Data from CSV (+5).
- vamseeachanta Skill Data Exploration Distribution Analysis 2
Sub-skill of data-exploration: Distribution Analysis (+3).
- vamseeachanta Skill XLSX To Python Dark Intelligence Archive Generation 2
Sub-skill of xlsx-to-python: Dark Intelligence Archive Generation.
- vamseeachanta Skill XLSX To Python Test Assertion Patterns By Data Type 2
Sub-skill of xlsx-to-python: Test Assertion Patterns by Data Type (+1).
- vamseeachanta Skill XLSX To Python Using Formulas For Complex Workbooks 2
Sub-skill of xlsx-to-python: Using `formulas` for Complex Workbooks.
- vamseeachanta Skill Python Scientific Computing CSV Data Processing 2
Sub-skill of python-scientific-computing: CSV Data Processing (+1).
- vamseeachanta Skill Parallel File Processor Example 1 Process CSV Files 2
Sub-skill of parallel-file-processor: Example 1: Process CSV Files (+3).
- vamseeachanta Skill Orcaflex Post Processing CSV Output 2
Sub-skill of orcaflex-post-processing: CSV Output (+2).
- vamseeachanta Skill Signal Analysis Rainflow Cycles CSV 2
Sub-skill of signal-analysis: Rainflow Cycles CSV (+2).
- vamseeachanta Skill Data Context Extractor Step 1 Load Existing Skill 2
Sub-skill of data-context-extractor: Step 1: Load Existing Skill (+3).
- vamseeachanta Skill Data Exploration Phase 1 Structural Understanding 2
Sub-skill of data-exploration: Phase 1: Structural Understanding (+2).
- vamseeachanta Skill Statistical Analysis Correlation Is Not Causation 2
Sub-skill of statistical-analysis: Correlation Is Not Causation (+5).
- vamseeachanta Skill XLSX To Python Core Principle Excel Values Test Data 2
Sub-skill of xlsx-to-python: Core Principle: Excel Values = Test Data.
- vamseeachanta Skill Github Project Board Generate Board Analytics 2
Sub-skill of github-project-board: Generate Board Analytics.
- vamseeachanta Skill XLSX To Python Why Parametric Variations Are Required 2
Sub-skill of xlsx-to-python: Why Parametric Variations Are Required (+4).
- vamseeachanta Skill Data Visualization Number Formatting Helpers 2
Sub-skill of data-visualization: Number Formatting Helpers (+1).
- vamseeachanta Skill Pandas Data Processing 5 Groupby Operations 2
Sub-skill of pandas-data-processing: 5. GroupBy Operations.
- vamseeachanta Skill Github Swarm Issue Metrics And Analytics 2
Sub-skill of github-swarm-issue: Metrics and Analytics.
- vamseeachanta Skill Pandas Data Processing 3 Data Transformation 2
Sub-skill of pandas-data-processing: 3. Data Transformation.
- vamseeachanta Skill Orcaflex Operability CSV Matrix Format 2
Sub-skill of orcaflex-operability: CSV Matrix Format.
- vamseeachanta Skill Orcaflex Modal Analysis Mode Shapes CSV 2
Sub-skill of orcaflex-modal-analysis: Mode Shapes CSV (+2).
- vamseeachanta Skill SQL Queries Postgresql Including Aurora Rds Supabase Neo 2
Sub-skill of sql-queries: PostgreSQL (including Aurora, RDS, Supabase, Neon) (+1).
- vamseeachanta Skill XLSX To Python Research Finding No Existing Library Does 2
Sub-skill of xlsx-to-python: Research Finding: No Existing Library Does This (+5).
- vamseeachanta Skill Orcaflex Extreme Analysis Linked Statistics CSV 2
Sub-skill of orcaflex-extreme-analysis: Linked Statistics CSV (+1).
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ferroxlabs Skill Data Analyst 2Becomes a senior data analyst who transforms raw data into actionable insights through rigorous methodology, clear visualization recommendations, and compelling data narratives. Use when the user needs data exploration, cohort analysis, trend identification, statistical summaries, or data storytelling. Use for building dashboards, writing analysis reports, or selecting chart types. Do NOT use when the user needs data engineering pipelines, ML model training, or production database administration.
37 - ferroxlabs Skill Create Online Course 2
Guides the user through creating an online course from concept validation through student feedback collection, chaining 7 atomic skills across education, design-creative, and business categories. Step 1 serves as a validation gate with a hard stop if concept validation fails. Covers self-hosted vs. platform decisions, video vs. text format, and cohort-based vs. self-paced models. Use when the user wants to create and launch an online course. Do NOT use for in-person teaching (use lesson plan skills), writing a book or guide (use writing workflows), or creating a single tutorial (use tutorial-writing skill).
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Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include data-visualization-choose-by-data-relationship, xlsx-to-python-step-6-calculation-block-detection, pandas-data-processing-1-time-series-analysis. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.