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.
Data & Analytics
1,725 skills
nvidia cuopt-multi-objective-exploration
Trace and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).
2.2k · bundle
antigravity ab-testing
Plan, design, and implement A/B tests and experiments with statistical rigor, or build a growth experimentation program.
42.4k · bundle
openai jupyter-notebook
Create, scaffold, and edit Jupyter notebooks for experiments, exploratory analysis, or tutorials using bundled templates and a helper script.
23.3k · bundle
openai security-ownership-map
Analyze git repositories to build a security ownership topology mapping people to files, compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization.
23.3k · bundle
android perfetto-sql
Translates natural language data intents into syntactically valid Perfetto SQL queries and executes them against a local trace file using trace_processor.
6.1k · bundle
android perfetto-trace-analysis
Analyzes Perfetto traces to find the root cause of latency, memory, or jank issues in Android apps.
6.1k · bundle
dotnet microbenchmarking
Create, run, configure, and review BenchmarkDotNet microbenchmarks for .NET code, covering project setup, comparison strategies, and cost-aware execution.
4k · bundle
dotnet coverage-analysis
Analyzes .NET project code coverage and CRAP (Change Risk Anti-Patterns) scores to identify risk hotspots, methods blocking coverage gains, and prioritize where to add tests.
4k · bundle
dotnet optimizing-ef-core-queries
Optimize Entity Framework Core queries by fixing N+1 problems, choosing correct tracking modes, using compiled queries, and avoiding common performance traps.
4k
oracle db
Provides guidance for Oracle Database administration, SQL and PL/SQL development, performance tuning, security, ORDS, SQLcl, migrations, frameworks, and agent-safe database workflows.
736 · bundle
expo eas-update-insights
Query EAS Update health metrics from the CLI: crash rates, install/launch counts, unique users, payload size, and embedded vs OTA user splits per channel.
2.2k · bundle
adobe cja-kpi-pulse
Generates a compact KPI digest showing how key metrics changed over a period and what's driving the movement, using Customer Journey Analytics data.
142 · bundle
adobe cja-dimension-analysis
Analyze CJA dimensions for cardinality, distribution, trends, anomalies, data quality, comparisons, and forecasting, producing an interactive HTML dashboard or markdown report.
142 · bundle
adobe cja-top-movers-watchlist
Identifies which items (pages, campaigns, products, channels, regions) had the biggest increases or decreases for a key metric between two time periods.
142 · bundle
adobe aa-executive-briefing
Generates a concise, executive-ready performance summary covering key metrics, trends, and what's driving movement, using Adobe Analytics data.
142 · bundle
adobe aa-top-movers-watchlist
Identifies which dimension items (pages, campaigns, products, channels, regions) had the biggest increases or decreases for a key metric between two time periods.
142 · bundle
adobe cja-segment-performance-comparator
Compares 2–5 audience segments side by side across key metrics, identifying winners, losers, and significant differences to inform product decisions and personalization strategy.
142 · bundle
adobe aa-conversion-funnel-analysis
Analyzes multi-step conversion funnels in Adobe Analytics to identify visitor drop-off points, compute step conversion rates, and pinpoint the worst leakage steps.
142 · bundle
adobe aa-segment-performance-comparator
Compares the performance of two or more audience segments across key metrics side by side, using Adobe Analytics data to determine winners, losers, and spreads for each metric.
142 · bundle
adobe internal-linking
Analyze and improve the internal link structure of an AEM Edge Delivery Services site by building a link graph from the query index and page content, identifying orphan pages, hub pages, and content silos, and generating specific linking recommendations with suggested anchor text and placement.
142 · bundle
adobe adobe-create-pdfs-from-data
Merges CSV/TSV data with an InDesign template to generate personalized PDFs like certificates, badges, and catalogs.
142
elevenlabs speech-to-text
Transcribe audio to text using ElevenLabs Scribe v2, supporting 90+ languages, speaker diarization, and word-level timestamps.
363 · bundle
github ef-core
Get best practices for Entity Framework Core, covering data context design, entity design, performance, migrations, querying, change tracking, security, and testing.
36.2k
github phoenix-cli
Debug LLM applications using the Phoenix CLI: fetch traces, analyze errors, structure trace review with open and axial coding, inspect datasets, review experiments, and query the GraphQL API.
36.2k · bundle
github pinecone-rag
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.
36.2k
github ssma-console
Generate XML configuration files and execute SSMA Console commands for Oracle to SQL Server database migration, including schema conversion and data migration.
36.2k
github geofeed-tuner
Create, validate, and improve IP geolocation feeds in CSV format with RFC 8805 compliance and opinionated best practices for network operators.
36.2k · bundle
github gdpr-compliant
Apply GDPR-compliant engineering practices across your codebase, covering API design, data models, authentication, logging, retention, and cloud infrastructure.
36.2k · bundle
github qdrant-scaling
Guides scaling decisions for Qdrant vector databases based on data volume, query throughput, latency, or query volume.
36.2k
github dotnet-timezone
Resolve timezone questions for .NET and C# code with production-safe guidance and copy-paste-ready snippets, including address-to-timezone lookup, cross-platform ID mapping, and DST-safe scheduling.
36.2k · bundle
github sql-code-review
Performs comprehensive SQL code review across all major databases, analyzing security, performance, maintainability, and anti-patterns.
36.2k
github arize-experiment
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance using the ax CLI.
36.2k · bundle
github fabric-lakehouse
Design, build, and optimize Microsoft Fabric Lakehouse solutions with guidance on core concepts, components, security, shortcuts, and performance optimization.
36.2k · bundle
github powerbi-modeling
Build and optimize Power BI semantic models with star schema design, DAX measures, relationships, and row-level security following Microsoft best practices.
36.2k · bundle
github sql-optimization
Optimize SQL queries, indexes, and database performance across MySQL, PostgreSQL, SQL Server, and Oracle with execution plan analysis and universal tuning techniques.
36.2k
github shuffle-json-data
Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
36.2k
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 gdpr-compliant, jupyter-notebook, microbenchmarking. Rankings shift as installs change; sort this page by "Most downloaded" 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 add <owner>/<name>, or copy the file into your agent's skills directory.