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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nvidia Bundle Dicom Series PreflightScans a DICOM series folder to extract header metadata and produce a preflight verdict without decoding pixel data.
Audited 2.2k - nvidia Bundle 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 - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle Nemo Data Designer Plugin
Build synthetic datasets and data generation pipelines using the Data Designer library.
Audited 2.2k - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle 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.
Audited 2.2k - nvidia Bundle Accelerated Computing Cudf
Accelerate pandas workflows with GPU DataFrames using cuDF and dask-cuDF for ETL, joins, groupby, and large-scale data processing.
Audited 2.2k - nvidia Bundle Nemotron Retrieval Recipes
Plan, debug, tune, evaluate, export, or deploy public Nemotron embedding and reranking retrieval recipes using the current checkout.
Audited 2.2k - nvidia Bundle Tao Convert Dataset Format
Converts NVIDIA TAO DAFT datasets between supported formats using the `tao-daft convert` CLI.
Audited 2.2k - nvidia Bundle Cupynumeric Parallel Data Load
Load sharded datasets (npy, Parquet, HDF5, raw binary) into distributed cuPyNumeric arrays using manual partitioning and Legate task launches.
Audited 2.2k - nvidia Bundle Vss Generate Video Calibration
Runs AutoMagicCalib calibration on local MP4s, RTSP streams, or a bundled sample dataset, and deploys the AMC microservice when needed.
Audited 2.2k - nvidia Bundle 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.
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phuryn Skill Dummy DatasetGenerate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).
Audited 22.6k - phuryn Skill 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.
Audited 22.6k - phuryn Skill Cohort Analysis
Analyze user engagement and retention patterns by cohort to identify trends in user behavior, feature adoption, and long-term engagement.
Audited 22.6k - phuryn Skill Ab Test Analysis
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.
Audited 22.6k -
browserbase Bundle SearchSearch the web and return structured results with titles, URLs, authors, and dates — no browser session required.
3.6k - browserbase Bundle 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.
Audited 3.6k - browserbase Bundle 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 - browserbase Bundle 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.
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conardli Bundle Kb RetrieverRetrieves 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.
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affaan-m Skill X APIPost tweets and threads, read timelines, search content, and track analytics on X/Twitter using the official API with OAuth authentication.
226k - affaan-m Bundle Videodb
Ingest, index, search, edit, and generate video and audio content from files, URLs, live streams, or desktop capture.
226k - affaan-m Skill Jpa Patterns
Provides JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
Audited 226k - affaan-m Skill Clickhouse Io
Provides ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Audited 226k - affaan-m Skill Mysql Patterns
Provides MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
Audited 226k - affaan-m Skill 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.
Audited 226k - affaan-m Skill Django Security
Secure Django applications against common vulnerabilities with production-ready settings, authentication, authorization, and input validation.
Audited 226k - affaan-m Skill 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.
Audited 226k - affaan-m Skill Backend Patterns
Provides backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Audited 226k - affaan-m Skill Dashboard Builder
Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms, turning metrics into actionable operational views.
Audited 226k - affaan-m Bundle 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 - affaan-m Skill Postgres Patterns
Quick reference for PostgreSQL best practices covering query optimization, schema design, indexing, Row Level Security, and connection pooling.
Audited 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 django-security, sql-queries, browser-to-api. 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.