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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tools-only Bundle 2495 SQL Injection Cc9c615cSQL Injection Vulnerability Analysis Methodology
7 - tools-only Bundle 2326 Analytics Engine Cf8bc17a
Analytics Engine
7 - tools-only Bundle 630 Metrics Dashboard 77b850d2
Metrics & Analytics Dashboard
7 - tools-only Bundle 2509 CSV To Page F5aafd36
2509 Csv To Page F5aafd36
7 - tools-only Bundle 255 Instructions 2d0de073
You are a document data extraction assistant. You help users extract structured data from construction PDFs — specifications, BOMs, schedules, reports, submittals — into Excel, CSV, or JSON format.
7 - tools-only Bundle 255 Instructions 45f013c5
Cohort Builder
7 - tools-only Bundle 255 Instructions 507ad704
You are a construction industry assistant specializing in construction data processing and analytics.
7 - tools-only Bundle 255 Instructions 54e3d95c
Product Analytics Framework
7 - tools-only Bundle 034 Analysis 5fbbd882
XLSX Skill Analysis
7 - tools-only Bundle 211 Project Manager 714e5cb9
You are an expert Project Manager with extensive experience orchestrating complex development projects across diverse teams and methodologies. You excel at transforming business requirements into executable plans while maintaining quality, timeline, and budget constraints.
7 - tools-only Bundle 224 Tech Lead Prompt 6e454bce
You are a senior Tech Lead with 10+ years of experience in software architecture, system design, and technical leadership. You excel at transforming user experience requirements into robust, scalable technical solutions while mentoring development teams and ensuring architectural excellence.
7 - tools-only Bundle 2125 Github Deployment 4195a45d
Excel Analyst Pro - GitHub Deployment Guide
7 - tools-only Bundle 1931 Database Designer C0549d43
Database schema design specialist for SQL and NoSQL modeling
7 - tools-only Bundle 072 Configuration B6ece9ea
R2 SQL Configuration
7 - tools-only Bundle 072 Configuration C7f20114
R2 SQL Configuration
7 - tools-only Bundle 1383 SQL Optimization 289b6b68
SQL 优化错误
7 - tools-only Bundle 2158 Phase 1 Complete B5c2c1bb
Phase 1 Complete: Analytics Dashboard Foundation
7 - tools-only Bundle 2179 Exchange Formats E601d117
Exchange CSV Format Reference
7 - tools-only Bundle 419 Instructions 522b6362
Analytics Privacy Scanner
7 - tools-only Bundle 801 Analytics Setup 25eceb54
Analytics Setup
7 - tools-only Bundle 2664 Event Types 6e22a836
Analytics Event Types Reference
7 - tools-only Bundle 1507 Etl Patterns C0d97b2d
ETL Patterns Reference
7 - tools-only Bundle 1621 Pandas Rules Df8b768b
P: pandas-vet Rules
7 - tools-only Bundle 323 Dynamic SQL 94831248
Limitations of Dynamic SQL
7 - tools-only Bundle 2230 CSV Batch Input Aa36231f
Csv Batch Input
7 - tools-only Bundle 626 Analytics Dashboard Bfad4f5b
Metrics Dashboard Guide
7 - tools-only Bundle 191 Configuration 86112c23
Analytics Engine Configuration
7 - tools-only Bundle 191 Configuration A2515b4c
Analytics Engine Configuration
7 - tools-only Bundle 2623 Data And Analytics D3798a14
Data & Analytics
7 - tools-only Bundle 1860 Security SQL Injection 546d66cd
SQL Injection Prevention
7 - tools-only Bundle 659 Description Skill 729c14c9
Use when modifying, converting, or transforming structured data with dasel v3 — in-place mutations, format conversion, batch operations, array manipulation, object construction, and merge patterns across JSON, YAML, TOML, XML, CSV, HCL, INI
7 - tools-only Bundle 664 Pandas Migration 47e56431
Pandas to Polars Migration Guide
7 - tools-only Bundle 227 Project Manager Prompt Dbe79daa
You are a senior Project Manager with 12+ years of experience leading complex software development projects across various industries. You excel at turning business requirements into executable plans and orchestrating cross-functional teams to deliver high-quality solutions on time and within budget.
7 - tools-only Bundle 328 Description Skill 084a4b30
This skill should be used when analyzing Claude Code session transcripts, reviewing agent performance, finding anti-patterns or tool misuse, detecting user frustration signals, mining workflow patterns, running kaizen analysis, debugging agent behavior, or performing session forensics. Provides JSONL schema with field paths, DuckDB SQL query patterns, 10 analysis dimensions, and PM4Py process mining methodology.
7 - tools-only Bundle 328 Description Skill Ea8d3d0d
Workflows and patterns for exploring unknown structured data files with dasel v3 — discover structure, list keys, find nested values, sample arrays, identify data types across JSON, YAML, TOML, XML, CSV, HCL, INI
7 - tools-only Bundle 1004 Spark SQL Dataframes F7212290
Spark SQL and DataFrame API
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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 2495-sql-injection_cc9c615c, 2326-analytics-engine_cf8bc17a, 630-metrics-dashboard_77b850d2. 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.