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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zhaoxuya520 Bundle Pentest ToolsProvides a comprehensive penetration testing toolchain with 20+ security tools (Nmap, Nuclei, SQLMap, FFUF, Hashcat, etc.) exposed via MCP servers for authorized vulnerability scanning, exploitation, and reporting.
12.8k -
autoclaw-cc Skill Xhs ExploreSearch, browse, and analyze content on Xiaohongshu (Little Red Book) including feeds, note details, comments, and user profiles.
1.8k -
coinluu Bundle Resume Jd Optimizer CnAnalyzes a target job description and a Chinese resume to map evidence, identify gaps, rewrite the resume for ATS/HR/interview consistency, and generate application materials for the Chinese job market.
Audited 156 -
rimagination Bundle Dy NoteExtract and analyze Douyin video data into evidence-graded learning notes, summaries, and research briefs using subtitles, ASR, comments, and AI-assisted reading.
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eddmann Bundle StravaQuery and manage Strava fitness data including activities, athlete stats, segments, routes, clubs, and gear via the strava CLI.
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albedo-tabai Bundle Lets Go RssAggregate RSS feeds from YouTube, Vimeo, Behance, Twitter/X, Bilibili, Weibo, Douyin, Xiaohongshu, and Zhihu with incremental updates, deduplication, and AI classification.
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voltwake Bundle Xianyu MonitorMonitors Xianyu (goofish.com) for newly listed items matching keywords, price ranges, and filters, with automated scanning and Discord notifications.
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24601 Bundle SurrealdbExpert 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.
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24601 Skill SurrealfsProvides a persistent, queryable virtual filesystem backed by SurrealDB for AI agents, with a Rust core and a Python agent interface.
Audited 34 -
24601 Skill SurrealmcpConnects AI agents to SurrealDB via built-in MCP (SurrealDB 3.1+) or standalone surrealmcp for database operations.
Audited 34 -
24601 Skill Surreal SyncMigrates data from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL into SurrealDB with full and incremental CDC synchronization.
Audited 34 -
fahrenheitresearch Bundle Weather PluginQueries weather data, radar imagery, model maps, and meteorological calculations using 12 specialized tools.
Audited 47 -
majiayu000 Bundle JqProcess JSON data from files or standard input using jq filters for extraction, filtering, and transformation.
Audited 567 -
majiayu000 Bundle ElasticsearchDesigns Elasticsearch indexes and mappings, tunes queries, sizes clusters, and handles operations like shard/replica strategy, ILM, monitoring, troubleshooting, and safe reindexing or upgrades.
Audited 567 -
majiayu000 Bundle AdhxFetches any X/Twitter post as structured JSON, including full article content, author info, and engagement metrics, without scraping or a browser.
Audited 567 -
majiayu000 Bundle TmdbSearch movies and TV shows, retrieve cast, ratings, streaming availability, and personalized recommendations via the TMDb API.
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majiayu000 Bundle AkmDecode AKM (Asahi Kasei Microdevices) part numbers, including series, package, interface, and resolution, with guidance for identifying compatible replacements.
Audited 567 -
majiayu000 Bundle MsaConduct Gage R&R studies and validate measurement systems per AIAG MSA manual, covering variable and attribute studies, acceptance criteria, and calculation methods.
Audited 567 -
majiayu000 Bundle RnaAnnotates single-cell RNA-seq data by scoring marker genes, transferring labels with CellTypist, or reasoning over marker lists with an LLM.
Audited 567 -
majiayu000 Bundle SpcProvides statistical process control guidance including control chart selection, capability indices, and out-of-control rules for quality management.
Audited 567 -
majiayu000 Bundle Universal Single Cell AnnotatorAnnotates single-cell RNA-seq data by scoring marker genes, transferring labels with CellTypist, or reasoning over cluster markers with an LLM.
Audited 567 -
ecnu-icalk Bundle XLSXCreates, edits, and analyzes spreadsheet files using pandas and openpyxl, with formula recalculation via LibreOffice.
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ecnu-icalk Skill KCompresses long K-line (candlestick) data into a fixed-length sequence using OHLC aggregation rules and applies min-max normalization.
Audited 559 -
ecnu-icalk Skill 5 KReads 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.
Audited 559 -
ecnu-icalk Skill PythonGenerates Python code to read CSV or Excel files, extract name and quantity columns, create a bar chart, and save it as a JPG image.
Audited 559 -
ecnu-icalk Skill PCalculates the mean, standard deviation, and P-value for user-provided numerical datasets, with optional result-only output.
Audited 559 -
ecnu-icalk Skill MysqlExecutes MySQL database development and review tasks based on user-provided rules, covering naming constraints, index design, and data archiving for large datasets.
Audited 559 -
ecnu-icalk Skill SQLGenerates SQL queries against a custom database schema (Vika/Airtable-like) to look up table names, dst_ids, records, and field metadata.
Audited 559 -
agentskillexchange Skill Snowflake MCPInstalls the Snowflake Connector for Python and builds a wheel package using PEP-517.
Audited 28 -
agentskillexchange Skill Sqlite AnalystAnalyze SQLite databases using the better-sqlite3 Node.js library, including querying, inserting, and iterating over rows.
Audited 28 -
agentskillexchange Skill Dynamodb ManagerSets up a Node.js project to use the AWS SDK for JavaScript v3 and make DynamoDB service calls.
Audited 28 -
agentskillexchange Skill Redis MCP ServerProvides a quick start guide to Redis, including installation via Docker, building from source, and links to client libraries for Python and JavaScript.
Audited 28 -
agentskillexchange Skill Mysql Query AgentRuns MySQL queries from an AI coding agent using the mysql2 Node.js library, with setup instructions for npm and TypeScript.
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agentskillexchange Skill Sqlite MCP ServerProvides a lightweight local SQLite database access layer for AI agents via an MCP server, with installation and usage guidance.
Audited 28 -
agentskillexchange Skill Apify Actor RunnerRuns Apify cloud actors for structured web scraping and exports datasets to S3, with input schema validation and webhook notifications.
Audited 28 -
agentskillexchange Skill Google Search Console Insights AgentExtracts 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.
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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 dy-note, xlsx, universal-single-cell-annotator. 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.