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.
-
antigravity Skill Using NeonProvides guidance on using Neon Serverless Postgres, including setup, connection methods, features like branching and autoscaling, and references to official documentation.
Audited 42.4k -
google Skill Bigquery BigframesGenerates Python code using BigQuery DataFrames (BigFrames), the pandas/scikit-learn-style API over BigQuery, for dataframe and ML workflows.
Audited 14.4k -
google Bundle Datalineage Bigquery Asset Impact AnalysisAnalyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified, identifying all affected downstream tables, dashboards, and processes.
14.4k -
nvidia Bundle Earth2studio Create PrognosticCreate Earth2Studio prognostic model wrappers that time-step weather forecasts forward, with triple-inheritance classes, tests, and documentation.
2.2k -
adobe Bundle Cja Funnel Health CheckAnalyzes a multi-step conversion funnel in Adobe Customer Journey Analytics to find where users drop off and which steps have the worst leakage.
142 -
adobe Bundle Scrape WebpageExtract content, metadata, and images from a webpage for import or migration to AEM Edge Delivery Services.
142 -
adobe Bundle Bulk MetadataAudit and update metadata across multiple AEM Edge Delivery Services pages by scanning the query index, identifying gaps, and generating a corrected bulk metadata spreadsheet.
142 -
github Bundle Arize DatasetManage Arize datasets and examples using the ax CLI: create, list, get, export, and append datasets for evaluation and experimentation.
36.2k -
github Bundle Phoenix EvalsBuild and run evaluators for AI/LLM applications using Phoenix, covering error analysis, custom evaluators, experiments, and production monitoring.
Audited 36.2k -
github Skill Sponsor FinderFind which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors, using deps.dev API for dependency resolution and project health data.
36.2k -
github Bundle Arize AnnotationCreates and manages annotation configs and annotation queues on Arize, and applies human annotations to project spans via the Python SDK.
36.2k -
github Skill Qdrant MonitoringGuides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues.
Audited 36.2k -
github Bundle Efcore D2 DB DiagramGenerate D2 database diagrams from Entity Framework Core models by analyzing DbContext, entities, Fluent API, and migrations.
Audited 36.2k -
github Skill Cosmosdb DatamodelingCapture application requirements and access patterns to design Azure Cosmos DB NoSQL data models using best practices and common patterns.
Audited 36.2k -
github Skill Qdrant Search QualityDiagnoses and improves Qdrant search relevance by isolating embedding model, configuration, or query strategy issues.
Audited 36.2k -
github Bundle Issue Fields MigrationBulk-migrate repo labels and Project V2 fields into GitHub org-level issue fields (single select, text, number, date).
36.2k -
github Skill Postgresql OptimizationOptimize PostgreSQL databases with advanced features, performance tuning, and best practices for JSONB, full-text search, window functions, and indexing.
Audited 36.2k -
github Skill Power Bi Dax OptimizationAnalyzes and optimizes DAX formulas for better performance, readability, and maintainability in Power BI.
Audited 36.2k -
github Skill Qdrant Monitoring DebuggingDiagnoses Qdrant production issues using metrics and observability tools, covering optimizer problems, memory spikes, and slow queries.
Audited 36.2k -
github Bundle SQL Server Table ReconciliationCompare identical tables across two SQL Server instances using Python with mssql-python and Apache Arrow, detecting missing rows, column mismatches, schema drift, and generating a reconciliation report.
36.2k -
github Skill Dataverse Python Production CodeGenerate production-ready Python code using the Dataverse SDK with error handling, retry logic, OData optimization, and logging.
Audited 36.2k -
github Skill Dataverse Python Advanced PatternsGenerate production-ready Python code for Dataverse SDK with advanced patterns including error handling, batch operations, OData optimization, and Pandas integration.
Audited 36.2k -
github Skill Migrating Oracle To Postgres Stored ProceduresTranslates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL, preserving method signatures and type-anchored parameters while applying Oracle-compatible sorting and leveraging orafce.
Audited 36.2k -
jeffallan Bundle Pandas ProPerform efficient pandas DataFrame operations for data analysis, manipulation, and transformation with production-grade patterns.
Audited 10.4k -
jeffallan Bundle Spark EngineerWrite, optimize, and debug Apache Spark jobs for high-performance distributed data processing, ETL pipelines, and big data workloads.
Audited 10.4k -
inference-sh Skill Data VisualizationCreate clear, effective data visualizations with chart selection, color theory, and annotation best practices using the inference.sh CLI.
584 -
orchestra-research Bundle ChromaStore and query embeddings with metadata filtering, vector search, and full-text search using an open-source database that scales from notebooks to production.
Audited 10.4k -
orchestra-research Bundle SentencepieceTrain and use SentencePiece tokenizers for multilingual NLP, supporting BPE and Unigram algorithms with raw Unicode text.
Audited 10.4k -
owl-listener Skill Data VisualizationDesign clear, accessible data visualizations with appropriate chart selection and styling.
Audited 1.7k -
owl-listener Skill A B Test DesignDesign rigorous A/B tests with clear hypotheses, controlled variants, appropriate metrics, and sample size calculations.
Audited 1.7k -
tradermonty Bundle Vcp ScreenerScreen S&P 500 stocks for Mark Minervini's Volatility Contraction Pattern (VCP) and detect historical VCPs in a single ticker's price path.
2.3k -
tradermonty Bundle Skill Idea MinerExtract, score, and backlog skill idea candidates from Claude Code session logs for a weekly skill generation pipeline.
2.3k -
tradermonty Bundle Signal PostmortemRecord and analyze post-trade outcomes for trading signals, tracking false positives, missed opportunities, and regime mismatches to generate feedback for signal aggregation and skill improvement.
2.3k -
tradermonty Bundle Kanchi Dividend SopConvert Kanchi-style dividend investing into a repeatable US-stock operating procedure covering screening, deep dive, entry planning, and post-purchase monitoring.
2.3k -
tradermonty Bundle Edge Candidate AgentConvert daily market observations into structured research tickets and export validated candidate specs for a trading strategy pipeline.
2.3k -
tradermonty Bundle Edge Concept SynthesizerClusters raw detection tickets into reusable edge concepts with thesis, invalidation signals, and strategy playbooks before strategy design.
2.3k
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 scrape-webpage, pandas-pro, kanchi-dividend-sop. 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.