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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proompteng Bundle Bilig WorkpaperUse @bilig/workpaper WorkPaper state for workbook formulas, MCP editing, and tool integrations without driving spreadsheet UI.
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proompteng Bundle XLSX Formula RecalcRecalculate XLSX formula outputs in Node.js after cell edits without opening Excel, LibreOffice, or browser automation.
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proompteng Bundle Sheetjs Formula RecalcAdd fresh formula readback to SheetJS and xlsx workflows after writing XLSX inputs in Node.js.
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proompteng Bundle Bilig XLSX Formula RecalcRecalculate XLSX formula outputs in Node.js after cell edits without opening Excel, LibreOffice, or browser automation.
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take566 Bundle Data Analysisデータ分析・可視化・レポート作成。pandas、SQL、BigQuery、スプレッドシート操作、統計分析、グラフ作成。「データ分析」「SQL」「BigQuery」「pandas」「集計」「可視化」「レポート」に関する質問で使用。
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revfactory Bundle Query Engine DesignSQL query engine design and implementation guide. Use when the user requests building a SQL engine, query parser, query planner, or query executor — including in-memory storage, SQL parsing, and query optimization.
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seifbenayed Skill File ReadingUse this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploaded_files block. This skill is a router: it tells you which tool to use for each file type (pdf, docx, xlsx, csv, json, images, archives, ebooks) so you read the right amount the right way instead of blindly running cat on a binary. Triggers: any mention of /mnt/user-data/uploads/, an uploaded_files section, a file_path tag, or a user asking about an uploaded file you have not yet read. Do NOT use this skill if the file content is already visible in your context inside a documents block — you already have it.
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feed-mob-agent-skills Bundle Url Parameter ParserParse URLs in CSV files and extract query parameters as new columns. Use when working with CSV files containing URLs that need parameter extraction and analysis.
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canner Bundle Wren SQLWrite and correct SQL queries targeting Wren Engine — covers MDL query rules, filter strategies, data types (ARRAY, STRUCT, JSON/VARIANT), date/time functions, Calculated Fields, BigQuery dialect quirks, and error diagnosis. Use when generating or debugging SQL for any Wren Engine data source.
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jawwadfirdousi Bundle SupabaseRun Supabase Management API SQL for persistent data tasks such as querying records, applying schema changes, managing policies, and handling storage metadata. Use when requests involve Supabase database CRUD, migrations, or production-like data inspection.
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jawwadfirdousi Bundle Read Only PostgresExecute read-only SQL queries against PostgreSQL databases. Use when: (1) querying PostgreSQL data, (2) exploring schemas/tables, (3) running SELECT queries for analysis, (4) checking database contents. Supports multiple database connections with descriptions for auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.
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pluginagentmarketplace Bundle Database PatternsDatabase design, optimization, and caching strategies for SQL, NoSQL, and Redis
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acejou27 Bundle RedisRedis in-memory data structure store - use for caching, session management, pub/sub, real-time analytics, and key-value storage
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robdmc Bundle Duckdb SQLGenerate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL, asks to use the duckdb skill, references duckdb assets, or wants to initialize/setup duckdb analysis.
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blazemeter Bundle Blazemeter Test DataComprehensive guide for BlazeMeter Test Data Management, including data entities, parameters, generation, orchestration, and management operations. Use when working with test data for (1) Creating and managing data entities and parameters, (2) Generating synthetic test data with seed lists and functions, (3) Using test data in tests (CSV, Data Entities), (4) Managing test data (backup, import/export, sharing), (5) Using Test Data Orchestration and Profiler, (6) Working with Test Data Pro, or any other Test Data Management tasks.
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blazemeter Bundle Blazemeter Service VirtualizationComprehensive guide for BlazeMeter Service Virtualization, including virtual services, transactions, templates, and management. Use when working with Service Virtualization for (1) Creating virtual services and transactions, (2) Managing services (clone, export/import, rename/delete), (3) Using templates and environment variables, (4) Adding processing actions to transactions, (5) Using test data with virtual services, (6) Understanding transactional analytics, or any other Service Virtualization tasks.
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hmohamed01 Bundle SQL KnowledgeComprehensive SQL Server and T-SQL development knowledge for queries, stored procedures, and database optimization. Use when working with: (1) T-SQL query writing and optimization, (2) Stored procedure development, (3) Execution plan analysis and indexing, (4) Window functions, CTEs, PIVOT, MERGE, APPLY, (5) Transaction isolation and deadlock prevention, (6) SQL injection prevention and security.
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cyb3rward0g Bundle Hunt Focus DefinitionDefine a focused hunt hypothesis by synthesizing completed system internals and adversary tradecraft research. Use this skill after research has been completed to narrow a high-level hunt topic into a single, concrete attack pattern with clear investigative intent. This skill produces a structured, testable hypothesis and should be used before selecting data sources, defining environment scope, or developing analytics.
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cyb3rward0g Bundle Hunt Analytics GenerationGenerate query-agnostic analytics that model adversary behavior by translating hunt investigative intent into analytic definitions grounded in schema semantics. This skill is used to define how behavior should manifest in data before query execution or validation, and works best when informed by system internals, adversary tradecraft, a structured hunt focus, and suggested data sources.
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cyb3rward0g Bundle Hunt Blueprint GenerationAssemble a complete hunt blueprint by consolidating outputs from prior hunt planning skills into a single, structured plan for execution. Use this skill after system and tradecraft research, hunt focus definition, data source identification, and analytics generation have been completed. This skill is synthesis and packaging only and must not introduce new research, assumptions, or analytics.
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cyb3rward0g Bundle Hunt Data Source IdentificationIdentify relevant security data sources that could capture the behavior defined in a structured hunt hypothesis. Use this skill after the hunt focus has been defined to translate investigative intent into candidate telemetry sources using existing platform catalogs. This skill supports hunt planning by reasoning over available schemas and metadata before analytics development or query execution.
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blockrunai-blockrun-mcp Skill SurfSurf (asksurf.ai) is RETIRED on BlockRun and the blockrun_surf tool was REMOVED in 0.49.0 — the gateway has answered every /v1/surf/* path with HTTP 410 endpoint_retired since 2026-09-06. Use this skill to route a former Surf question (on-chain SQL, wallet labels and net worth, CEX order books, social mindshare, news) to the tool that still serves it, and to say plainly what has no replacement yet.
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blockrunai-blockrun-mcp Skill Crypto DataUse for any crypto data question — token/coin prices, FX, commodities, stocks, OHLC history, DEX pairs and liquidity, DeFi TVL, yield/APY pools, or raw JSON-RPC against a chain; also when the user asks for on-chain SQL, wallet labels/net worth, social mindshare or crypto news, so they are told plainly what BlockRun serves and what it does not. Routes across four live tools that overlap and says which one to use and which are FREE — blockrun_price (crypto/FX/commodities free, Pyth), blockrun_dex (free, DexScreener), blockrun_defi (DefiLlama TVL + yields), blockrun_rpc (40 chains). blockrun_surf is retired (gateway 410 since 2026-09-06) and must not be called for data. No API keys, pay-per-call in USDC via x402.
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mergisi Bundle SQL ExplainerPaste a SQL query and get a plain English explanation of what it does.
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zerobearing2 Skill Rails AI SecurityCRITICAL - Use when securing Rails applications - XSS, SQL injection, CSRF, file uploads, command injection prevention
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z3z1ma Skill Ledger Import Fixture ReplayUse when replaying Ledger import CSV fixtures to verify sourceRef preservation, cent normalization, and deterministic posting dates.
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dariia-m Skill Code WalkthroughInteractive step-by-step code walkthrough for entire codebases (single or multi-file). Explains each section's logic, assumptions, and data transformations, then RUNS the code and shows actual output - dataframe dimensions, head(), model summaries, plot descriptions, file previews. Pauses after each section for questions. Use whenever the user says "walk through", "explain", "go through", "break down", "review", "understand", "what does this code do", "help me understand this script", "annotate", "explain step by step", or "walk me through the codebase". Also trigger if someone just points at a file/folder and says "explain this". Primarily R but works with any language.
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dariia-m Bundle Lit Review TableBuild an Excel literature table on a topic. Searches economics journals and working papers (via OpenAlex) and compiles a formatted .xlsx with columns: authors, year, title, journal, full citation (AEA), keywords, abstract, citation count, paper type, OA status, link - plus any custom columns the user asks for in that run. Optionally downloads the papers' PDFs to a folder (open-access/working-paper version, else marks "not available"). Use when the user asks to make a literature table or spreadsheet of papers, do a lit search into Excel, build a bibliography table, or collect/download papers on a topic. Complements (does not replace) lit-review-assistant, which is for synthesis prose.
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flotapponnier Bundle Mobula PricesReal-time token prices, market caps, volume, and analytics across 88+ blockchains. Free tier, no credit card required.
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htooayelwinict Bundle Security ReviewAudit code for security vulnerabilities using OWASP Top 10 guidelines. Use for security audits, pre-deployment checks, authentication reviews, or when checking for XSS, SQL injection, CSRF, or authorization issues. EXCLUSIVE to security-expert agent.
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lubancafe Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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deevsdeevs Bundle Polars ExpertiseThis skill should be used when the user asks about Polars DataFrame library (Apache Arrow) for Python or Rust. Triggers: "polars expressions", "lazy vs eager", "scan_parquet streaming", "convert pandas to polars", "pyspark to polars", "kdb to polars", "group_by_dynamic", "rolling_mean", "polars window functions", "asof join", "polars GPU", "polars parquet", "LazyFrame". Time series: OHLCV resampling, rolling windows, financial data patterns. Performance: native expressions over map_elements, early projection, categorical types, streaming.
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dversoza Bundle PostgresRead-only PostgreSQL database querying, schema introspection, and query planning. Use when the user asks to query a database, look up data, check a table, describe a schema, list tables, show indexes, explain a query plan, or any other read-only PostgreSQL interaction. Triggers on requests like "query the users table", "show me the schema", "what tables are in staging", "run this SQL", "describe the orders table", "check the database", "how many rows in X", "explain this query".
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jitx-inc Bundle Jitx Substrate ModelerUse when the user asks to create a substrate, define a stackup, add via definitions, set up routing structures, configure impedance control, define differential pairs, set fabrication rules, ring a shape with fence vias, fence a pour outline, fence an antipad, model a PCB layer structure, model a substrate from a fabrication house's stackup report (CSV, PDF, or quote), or verify a substrate against its source report. Ask which fabrication house is targeted. If JLCPCB is confirmed, use available jitxlib.jlcpcb predefined substrates; otherwise create a custom substrate. Covers Stackup, Symmetric, materials, vias, routing structures, differential routing structures, NeckDown, via fencing, fenced pours, geometry, reference planes, and FabricationConstraints.
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hawksight-ai Skill ExportExport Semantica graphs, results, and provenance to JSON, RDF, Parquet, CSV, GraphML, and other formats.
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saifoelloh Bundle Golang Fullstack Best PracticesComprehensive Go + GORM + PostgreSQL review meta-skill. Coordinates 9 specialized domain skills for fullstack Go application audits. Covers concurrency, architecture, idioms, queries, SQL performance, and migration safety.
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 redis, url-parameter-parser, wren-sql. 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.