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
24601 surrealdb
Expert guidance for architecting, developing, and operating SurrealDB 3, covering SurrealQL, multi-model data modeling, vector search, security, deployment, performance tuning, SDK integration, and ecosystem tools.
34 · bundle
24601 surrealfs
Provides a persistent, queryable virtual filesystem backed by SurrealDB for AI agents, with a Rust core and a Python agent interface.
34
24601 surrealmcp
Connects AI agents to SurrealDB via built-in MCP (SurrealDB 3.1+) or standalone surrealmcp for database operations.
34
24601 surreal-sync
Migrates data from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL into SurrealDB with full and incremental CDC synchronization.
34
fahrenheitresearch weather-plugin
Queries weather data, radar imagery, model maps, and meteorological calculations using 12 specialized tools.
47 · bundle
majiayu000 jq
Process JSON data from files or standard input using jq filters for extraction, filtering, and transformation.
567 · bundle
majiayu000 elasticsearch
Designs Elasticsearch indexes and mappings, tunes queries, sizes clusters, and handles operations like shard/replica strategy, ILM, monitoring, troubleshooting, and safe reindexing or upgrades.
567 · bundle
majiayu000 adhx
Fetches any X/Twitter post as structured JSON, including full article content, author info, and engagement metrics, without scraping or a browser.
567 · bundle
majiayu000 tmdb
Search movies and TV shows, retrieve cast, ratings, streaming availability, and personalized recommendations via the TMDb API.
567 · bundle
majiayu000 akm
Decode AKM (Asahi Kasei Microdevices) part numbers, including series, package, interface, and resolution, with guidance for identifying compatible replacements.
567 · bundle
majiayu000 msa
Conduct Gage R&R studies and validate measurement systems per AIAG MSA manual, covering variable and attribute studies, acceptance criteria, and calculation methods.
567 · bundle
majiayu000 rna
Annotates single-cell RNA-seq data by scoring marker genes, transferring labels with CellTypist, or reasoning over marker lists with an LLM.
567 · bundle
majiayu000 spc
Provides statistical process control guidance including control chart selection, capability indices, and out-of-control rules for quality management.
567 · bundle
majiayu000 universal-single-cell-annotator
Annotates single-cell RNA-seq data by scoring marker genes, transferring labels with CellTypist, or reasoning over cluster markers with an LLM.
567 · bundle
ecnu-icalk xlsx
Creates, edits, and analyzes spreadsheet files using pandas and openpyxl, with formula recalculation via LibreOffice.
559 · bundle
ecnu-icalk k
Compresses long K-line (candlestick) data into a fixed-length sequence using OHLC aggregation rules and applies min-max normalization.
559
ecnu-icalk csv
Generates Python code to batch-translate the English column of tab-separated CSV files while preserving the original Chinese column and output format.
559
ecnu-icalk 5-k
Reads and preprocesses 5-minute stock candlestick CSV data, then clusters the time series using tslearn's TimeSeriesKMeans, including data cleaning, percentage change calculation, model training, saving, and representative sample extraction.
559
ecnu-icalk r-t
Performs independent-sample t-tests in R on numeric variables between subgroups within each main group, using user-specified column names and outputting statistical results.
559
ecnu-icalk python
Generates Python code to read CSV or Excel files, extract name and quantity columns, create a bar chart, and save it as a JPG image.
559
ecnu-icalk p
Calculates the mean, standard deviation, and P-value for user-provided numerical datasets, with optional result-only output.
559
ecnu-icalk mysql
Executes MySQL database development and review tasks based on user-provided rules, covering naming constraints, index design, and data archiving for large datasets.
559
ecnu-icalk sql
Generates SQL queries against a custom database schema (Vika/Airtable-like) to look up table names, dst_ids, records, and field metadata.
559
ecnu-icalk matlab
在MATLAB绘制的直方图上叠加标记局部峰值，不显示文本标签，并支持自定义标记样式（如蓝色实心倒三角）。
559
ecnu-icalk mysql-url
Extracts a specified URL parameter (such as loc) from a MySQL text column, derives the domain from each parameter value, and counts occurrences per domain, sorted descending.
559
agentskillexchange snowflake-mcp
Installs the Snowflake Connector for Python and builds a wheel package using PEP-517.
28
agentskillexchange sqlite-analyst
Analyze SQLite databases using the better-sqlite3 Node.js library, including querying, inserting, and iterating over rows.
28
agentskillexchange dynamodb-manager
Sets up a Node.js project to use the AWS SDK for JavaScript v3 and make DynamoDB service calls.
28
agentskillexchange redis-mcp-server
Provides a quick start guide to Redis, including installation via Docker, building from source, and links to client libraries for Python and JavaScript.
28
agentskillexchange mysql-query-agent
Runs MySQL queries from an AI coding agent using the mysql2 Node.js library, with setup instructions for npm and TypeScript.
28
agentskillexchange sqlite-mcp-server
Provides a lightweight local SQLite database access layer for AI agents via an MCP server, with installation and usage guidance.
28
agentskillexchange apify-actor-runner
Runs Apify cloud actors for structured web scraping and exports datasets to S3, with input schema validation and webhook notifications.
28
agentskillexchange google-search-console-insights-agent
Extracts search performance data via the Google Search Console API v1 /searchAnalytics/query endpoint, analyzing CTR, impressions, and position trends with dimension filtering by page, query, device, and country.
28
agentskillexchange jmt-x402-agent-tools
Provides 25 paid HTTP endpoints on Base mainnet that bill agents per call in USDC for web search, AI analysis, crypto and stock data, SEC filings, company intelligence, news, sentiment scoring, and a macro dashboard, returning structured JSON.
28
redpanda-data sql
Write and run analytical SQL queries against Redpanda SQL (Oxla), a distributed PostgreSQL-wire-compatible columnar database, including data loading, external sources, and type handling.
6 · bundle
redpanda-data connect
Build streaming data pipelines with Redpanda Connect using declarative YAML configs, Bloblang mappings, and component discovery. Covers running, linting, and dry-running pipelines.
6 · bundle
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 surrealdb, jq, elasticsearch. 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.