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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a5c-ai Bundle Query TranslatorTranslate SQL queries between different database dialects with function mapping and optimization
1.7k - a5c-ai Bundle Data Lineage Mapper
Extracts and maps data lineage from various sources including SQL, dbt, Airflow, and Spark, generating comprehensive lineage graphs for impact analysis.
1.7k - a5c-ai Bundle SQL Query Optimizer
Analyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with platform-specific recommendations.
1.7k - a5c-ai Skill Pr Analytics
PR measurement and reporting automation following Barcelona Principles with comprehensive analytics and visualization capabilities
1.7k - a5c-ai Bundle Airflow Dag Analyzer
Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.
1.7k - a5c-ai Bundle Dbt Project Analyzer
Analyzes dbt projects for best practices, performance, maintainability, and generates actionable recommendations for improvement.
1.7k - a5c-ai Bundle Kafka Topic Designer
Designs and optimizes Apache Kafka topics and configurations
1.7k - a5c-ai Bundle Obt Design Optimizer
Designs and optimizes One Big Table (OBT) patterns
1.7k - a5c-ai Bundle Data Catalog Enricher
Enriches data catalog entries with automated metadata
1.7k - a5c-ai Bundle Data Quality Profiler
Profiles data assets to assess quality dimensions, detect anomalies, and generate comprehensive data quality reports with actionable recommendations.
1.7k - a5c-ai Skill Cohort Analyzer
Analyzes revenue cohorts, retention curves, LTV/CAC trends over time
1.7k - a5c-ai Bundle Apache Spark Optimizer
Analyzes and optimizes Apache Spark jobs for performance, cost, and resource utilization
1.7k - a5c-ai Bundle Amplitude Desktop Integration
Integrate Amplitude analytics with privacy controls for desktop applications
1.7k - a5c-ai Bundle Cdc Pattern Implementer
Implements Change Data Capture patterns for real-time data integration
1.7k - a5c-ai Skill Wave Planning Optimizer
Automated wave planning and pick path optimization skill to maximize warehouse throughput and order accuracy
1.7k - a5c-ai Bundle Usage Analytics Collector
Privacy-respecting SDK usage analytics collection
1.7k - a5c-ai Bundle Schema Evolution Manager
Manages schema evolution and compatibility across data systems
1.7k - a5c-ai Skill Turnover Analytics
Analyze turnover patterns and develop retention strategies with predictive modeling
1.7k - a5c-ai Skill Fleet Analytics Dashboard
Comprehensive fleet performance analytics skill tracking KPIs across fuel, utilization, maintenance, and driver performance
1.7k - a5c-ai Skill Spend Analytics Engine
Procurement spend analysis skill with classification, consolidation, and savings identification
1.7k - a5c-ai Skill Gong Conversation Intelligence
Gong.io conversation analytics for sales insights and coaching
1.7k - a5c-ai Bundle Bi Semantic Layer Generator
Generates semantic layer definitions for BI tools from dimensional models
1.7k - a5c-ai Bundle Dimensional Model Validator
Validates dimensional models against Kimball methodology best practices
1.7k - a5c-ai Bundle A B Test Statistical Analyzer
Performs statistical analysis for A/B testing experiments
1.7k - a5c-ai Bundle Great Expectations Generator
Generates Great Expectations suites from data profiles and business rules
1.7k - a5c-ai Bundle Scd Implementation Generator
Generates Slowly Changing Dimension implementations across platforms
1.7k - a5c-ai Skill Labor Productivity Optimizer
AI-powered workforce planning and task assignment skill to maximize warehouse labor efficiency
1.7k - a5c-ai Skill Slotting Optimization Engine
AI-driven warehouse slotting skill to optimize product placement based on velocity, pick frequency, and operational efficiency
1.7k - a5c-ai Skill Warehouse Simulation Modeler
Discrete event simulation skill for warehouse design validation and capacity planning
1.7k - a5c-ai Bundle Feature Engineering Optimizer
Optimizes feature engineering pipelines and feature store configurations
1.7k - a5c-ai Skill Knowledge Analytics
Knowledge base analytics, usage reporting, and effectiveness measurement
1.7k - a5c-ai Skill Internal Comms Platform
Employee communications platform integration and analytics
1.7k - a5c-ai Bundle Incremental Model Strategy Selector
Selects and configures optimal incremental model strategies
1.7k - a5c-ai Bundle Stream Processing Windowing Designer
Designs optimal windowing strategies for stream processing
1.7k - a5c-ai Skill Audience Analytics
Analyze visitor data, attendance patterns, and engagement metrics to inform programming decisions and measure organizational impact
1.7k - a5c-ai Skill Warehouse Slotting Optimizer
Warehouse slotting and layout optimization skill for pick path minimization and space utilization.
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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 OBT Design Optimizer, warehouse-slotting-optimizer, query-translator. 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.