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 dicom-series-preflight
Scans a DICOM series folder to extract header metadata and produce a preflight verdict without decoding pixel data.
2.2k · bundle
nvidia jetson-optimize-memory
Reclaim DRAM on NVIDIA Jetson devices by disabling unused display, camera, and DMA subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB layers for headless or no-camera deployments.
2.2k · bundle
nvidia cuopt-routing-api-python
Solve vehicle routing problems (TSP, VRP, PDP) using NVIDIA cuOpt's Python API with cost matrices, time windows, capacity constraints, and pickup-delivery pairs.
2.2k · bundle
nvidia tao-analyze-gaps-vlm-bcq
Extract false-positive and false-negative gaps from VLM binary-classification-question predictions by comparing model responses against ground truth, producing a structured JSONL file and summary report for downstream root-cause analysis.
2.2k · bundle
nvidia cuopt-routing-formulation
Defines vehicle routing problem types (TSP, VRP, PDP) and the data requirements needed to formulate them, without covering any API or interface details.
2.2k · bundle
nvidia nemo-data-designer-plugin
Build synthetic datasets and data generation pipelines using the Data Designer library.
2.2k · bundle
nvidia omniverse-cad-to-simready
Coordinate the end-to-end pipeline from CAD or source assets to SimReady USD assets, including conversion, material and physics assignment, validation, conformance, and optional packaging.
2.2k · bundle
nvidia tao-analyze-changenet-rca
Performs deep root cause analysis on NVIDIA TAO Visual ChangeNet classification experiments, using image-evidence-driven investigation to diagnose model failures and produce actionable reports.
2.2k · bundle
nvidia vss-generate-video-report
Generates video analysis reports by routing to a VLM backend for per-clip analysis or an analytics backend for incident-range reports, with deployment profile verification and URL rewriting.
2.2k · bundle
nvidia accelerated-computing-cudf
Accelerate pandas workflows with GPU DataFrames using cuDF and dask-cuDF for ETL, joins, groupby, and large-scale data processing.
2.2k · bundle
nvidia nemotron-retrieval-recipes
Plan, debug, tune, evaluate, export, or deploy public Nemotron embedding and reranking retrieval recipes using the current checkout.
2.2k · bundle
nvidia tao-convert-dataset-format
Converts NVIDIA TAO DAFT datasets between supported formats using the `tao-daft convert` CLI.
2.2k · bundle
nvidia cupynumeric-parallel-data-load
Load sharded datasets (npy, Parquet, HDF5, raw binary) into distributed cuPyNumeric arrays using manual partitioning and Legate task launches.
2.2k · bundle
nvidia vss-generate-video-calibration
Runs AutoMagicCalib calibration on local MP4s, RTSP streams, or a bundled sample dataset, and deploys the AMC microservice when needed.
2.2k · bundle
nvidia cupynumeric-migration-readiness
Assesses NumPy code for cuPyNumeric migration readiness by analyzing source code against an API support manifest and GPU-scaling idioms, producing a structured verdict with per-finding reasoning.
2.2k · bundle
phuryn dummy-dataset
Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).
22.6k
phuryn sql-queries
Generate optimized SQL queries from natural language descriptions across multiple database platforms including BigQuery, PostgreSQL, MySQL, and Snowflake. Reads database schemas from uploaded files or diagrams to produce accurate, production-ready queries.
22.6k
phuryn cohort-analysis
Analyze user engagement and retention patterns by cohort to identify trends in user behavior, feature adoption, and long-term engagement.
22.6k
phuryn ab-test-analysis
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.
22.6k
browserbase search
Search the web and return structured results with titles, URLs, authors, and dates — no browser session required.
3.6k · bundle
browserbase browser-to-api
Generate an OpenAPI 3.1 specification from a browser-trace capture by analyzing observed HTTP traffic, templating URLs, and inferring JSON schemas from request/response samples.
3.6k · bundle
browserbase company-research
Discovers and researches companies matching an ideal customer profile, using Browserbase Search API and a Plan→Research→Synthesize pattern to produce scored reports and CSV exports.
3.6k · bundle
browserbase competitor-analysis
Discovers competitors via search API, deeply researches each with a multi-lane pattern, and compiles an HTML report with overview, per-competitor deep dives, feature/pricing matrix, and mentions feed.
3.6k · bundle
conardli kb-retriever
Retrieves and answers questions from a local knowledge base directory by navigating hierarchical index files, then progressively searching Markdown, PDF, and Excel files using grep, Read, pdfplumber, and pandas.
9.2k · bundle
affaan-m x-api
Post tweets and threads, read timelines, search content, and track analytics on X/Twitter using the official API with OAuth authentication.
226k
affaan-m videodb
Ingest, index, search, edit, and generate video and audio content from files, URLs, live streams, or desktop capture.
226k · bundle
affaan-m jpa-patterns
Provides JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
226k
affaan-m clickhouse-io
Provides ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
226k
affaan-m mysql-patterns
Provides MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
226k
affaan-m redis-patterns
Quick reference for Redis best practices across common backend use cases, including caching strategies, rate limiting, distributed locks, pub/sub, streams, and connection management.
226k
affaan-m django-security
Secure Django applications against common vulnerabilities with production-ready settings, authentication, authorization, and input validation.
226k
affaan-m prisma-patterns
Provides production patterns and non-obvious traps for Prisma ORM in TypeScript backends, covering schema design, query optimization, transactions, pagination, and common pitfalls.
226k
affaan-m backend-patterns
Provides backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
226k
affaan-m dashboard-builder
Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms, turning metrics into actionable operational views.
226k
affaan-m lead-intelligence
Finds, scores, and reaches high-value contacts through social graph analysis and warm path discovery, generating personalized outreach drafts for email, LinkedIn, and X.
226k · bundle
affaan-m postgres-patterns
Quick reference for PostgreSQL best practices covering query optimization, schema design, indexing, Row Level Security, and connection pooling.
226k
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 competitor-analysis, browser-to-api, kb-retriever. 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.