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 XLSX Quick ReferenceSub-skill of xlsx: Quick Reference.
- vamseeachanta Skill XLSX Check For Errors
Sub-skill of xlsx: Check for Errors (+1).
- vamseeachanta Skill XLSX To Python Checklist
Sub-skill of xlsx-to-python: Checklist.
- vamseeachanta Skill XLSX To Python Recommended Stack
Sub-skill of xlsx-to-python: Recommended Stack (+2).
- vamseeachanta Skill Multi Format Transaction Parser
Parse and consolidate financial transaction data across multiple CSV formats and years
- vamseeachanta Skill Data Validation Join Explosion
Sub-skill of data-validation: Join Explosion (+6).
- vamseeachanta Skill XLSX To Python Openpyxl Limitation
Sub-skill of xlsx-to-python: openpyxl Limitation (+3).
- vamseeachanta Skill Data Context Extractor How It Works
Sub-skill of data-context-extractor: How It Works.
- vamseeachanta Skill Data Exploration Completeness Score
Sub-skill of data-exploration: Completeness Score (+3).
- vamseeachanta Skill Data Validation Data Quality Checks
Sub-skill of data-validation: Data Quality Checks (+3).
- vamseeachanta Skill XLSX Financial Model Color Standards
Sub-skill of xlsx: Financial Model Color Standards (+1).
- vamseeachanta Skill XLSX To Python Step 1 Dual Pass Loading
Sub-skill of xlsx-to-python: Step 1 — Dual-Pass Loading (+5).
- vamseeachanta Skill Multi Format CSV Detection And Deduplication
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
Sub-skill of pandas-data-processing: 1. Memory Efficiency (+3).
- vamseeachanta Skill Echarts Example 1 Loading Data From CSV
Sub-skill of echarts: Example 1: Loading Data from CSV (+5).
- vamseeachanta Skill Data Visualization Number Formatting Helpers
Sub-skill of data-visualization: Number Formatting Helpers (+1).
- vamseeachanta Skill Pandas Data Processing 5 Groupby Operations
Sub-skill of pandas-data-processing: 5. GroupBy Operations.
- vamseeachanta Skill Github Swarm Issue Metrics And Analytics
Sub-skill of github-swarm-issue: Metrics and Analytics.
- vamseeachanta Skill Pandas Data Processing 3 Data Transformation
Sub-skill of pandas-data-processing: 3. Data Transformation.
- vamseeachanta Skill Data Context Extractor For Table Documentation
Sub-skill of data-context-extractor: For Table Documentation (+2).
- vamseeachanta Skill Data Exploration Schema Documentation Template
Sub-skill of data-exploration: Schema Documentation Template.
- vamseeachanta Skill Data Visualization Choose By Data Relationship
Sub-skill of data-visualization: Choose by Data Relationship (+1).
- vamseeachanta Skill XLSX To Python Step 6 Calculation Block Detection
Sub-skill of xlsx-to-python: Step 6 — Calculation Block Detection.
- vamseeachanta Skill Pandas Data Processing 1 Time Series Analysis
Sub-skill of pandas-data-processing: 1. Time Series Analysis.
- vamseeachanta Skill Pandas Data Processing 2 Statistical Analysis
Sub-skill of pandas-data-processing: 2. Statistical Analysis.
- vamseeachanta Skill Catenary Riser Catenary Shape CSV
Sub-skill of catenary-riser: Catenary Shape CSV.
- vamseeachanta Skill Data Validation Analysis Documentation Template
Sub-skill of data-validation: Analysis Documentation Template.
- vamseeachanta Skill Pandas Data Processing 4 Multi File Processing
Sub-skill of pandas-data-processing: 4. Multi-File Processing.
- vamseeachanta Skill XLSX To Python Dark Intelligence Archive Generation
Sub-skill of xlsx-to-python: Dark Intelligence Archive Generation.
- vamseeachanta Skill XLSX To Python Test Assertion Patterns By Data Type
Sub-skill of xlsx-to-python: Test Assertion Patterns by Data Type (+1).
- vamseeachanta Skill XLSX To Python Using Formulas For Complex Workbooks
Sub-skill of xlsx-to-python: Using `formulas` for Complex Workbooks.
- vamseeachanta Skill Python Scientific Computing CSV Data Processing
Sub-skill of python-scientific-computing: CSV Data Processing (+1).
- vamseeachanta Skill Parallel File Processor Example 1 Process CSV Files
Sub-skill of parallel-file-processor: Example 1: Process CSV Files (+3).
- vamseeachanta Skill Orcaflex Post Processing CSV Output
Sub-skill of orcaflex-post-processing: CSV Output (+2).
- vamseeachanta Skill Signal Analysis Rainflow Cycles CSV
Sub-skill of signal-analysis: Rainflow Cycles CSV (+2).
- vamseeachanta Skill Data Validation Magnitude Checks
Sub-skill of data-validation: Magnitude Checks (+2).
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 xlsx-quick-reference, xlsx-check-for-errors, xlsx-to-python-checklist. 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.