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.
-
majiayu000 Bundle DuckdbFast in-process analytical database for SQL queries on DataFrames, CSV, Parquet, JSON files, and more. Use when user wants to perform SQL analytics on data files or Python DataFrames (pandas, Polars), run complex aggregations, joins, or window functions, or query external data sources without loading into memory. Best for analytical workloads, OLAP queries, and data exploration.
567 -
majiayu000 Bundle ImportCSV and OFX transaction import parsing. Use when working on files in src/lib/import/.
567 -
majiayu000 Bundle KyselyImplements Kysely type-safe SQL query builder with full TypeScript inference, migrations, and multi-database support. Use when building type-safe SQL queries, needing a lightweight ORM alternative, or wanting SQL control with TypeScript safety.
567 -
majiayu000 Bundle OfficeGenerate Office documents (DOCX, XLSX, PDF, PPTX) with TypeScript. Pure JS libraries that work everywhere: Claude Code CLI, Cloudflare Workers, browsers. Uses docx (Word), xlsx/SheetJS (Excel), pdf-lib (PDF), pptxgenjs (PowerPoint). Use when: creating invoices, reports, spreadsheets, presentations, form filling, exporting data to Office formats, or troubleshooting "Packer.toBuffer", "XLSX.utils", "PDFDocument", "pptxgenjs" errors.
567 -
majiayu000 Bundle PandasPandas data manipulation with DataFrames. Use for data analysis.
567 -
majiayu000 Bundle PrismaPrisma ORM for type-safe database operations with PostgreSQL. Use when: Defining schemas, writing type-safe queries, creating migrations, modeling relations, or replacing raw SQL with ORM patterns.
567 -
majiayu000 Bundle PytidbPyTiDB (pytidb) setup and usage for TiDB from Python. Covers connecting, table modeling (TableModel), CRUD, raw SQL, transactions, vector/full-text/hybrid search, auto-embedding, custom embedding functions, and reference templates/snippets (vector/hybrid/image) plus agent-oriented examples (RAG/memory/text2sql).
567 -
majiayu000 Bundle Td GlmComprehensive Generalized Linear Model analytics for regression and classification
567 -
majiayu000 Bundle UsageToken usage tracking, cost estimation, and usage analytics
567 -
majiayu000 Bundle SqliHunt SQL injection in REST/GraphQL/SOAP/raw parameters using sqlmap, ghauri, manual UNION/Time/Boolean techniques, and custom WAF-bypass tamper scripts. Use when an input flows into a database query or when the user has identified a parameter that might be vulnerable.
567 -
majiayu000 Bundle Data MlCompetence in data analytics and machine learning, enabling developers to build data-driven features and integrate AI/ML capabilities.
567 -
majiayu000 Bundle Exceljs在Node.js中读取、操作和写入Excel电子表格(XLSX)。完全支持样式、公式、图表和大文件流式处理。
567 -
majiayu000 Bundle FuzzingEssential fuzzing payloads: SQL injection, command injection, special characters. Curated essentials for vulnerability testing.
567 -
majiayu000 Bundle LineageUse when user invokes /lineage with a column name (optionally qualified with table/schema). Also triggers on "trace this column", "where does X come from", "what reads from Y table". Traces column-level data lineage through SQL, Kafka, Spark, JDBC, and ORM codebases. Produces a structured lineage path with confidence ratings and an SVG or ASCII diagram. Do NOT use for general code explanation — use /explain instead.
567 -
majiayu000 Bundle MicrodfWeighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations
567 -
majiayu000 Bundle Mmd CLIUse the MIDI Markdown Compiler (mmdc) CLI for compiling MMD to MIDI, validating syntax, real-time playback with TUI, exporting to different formats (JSON, CSV, table), and managing device libraries. Use when the user wants to compile, validate, play, inspect MMD files, or work with device libraries.
567 -
majiayu000 Bundle PosthogImplement PostHog analytics for PhotoVault with dual tracking (client + server). Use when working with event tracking, funnel analysis, user identification, TypeScript event schemas, ad-blocker-proof server-side tracking, or debugging missing analytics data. Includes PhotoVault event definitions and privacy defaults.
567 -
majiayu000 Bundle QueriesBuild and execute semantic queries with filters, time dimensions, aggregations, and ordering in drizzle-cube. Use when querying analytics data, filtering results, working with date ranges, aggregating measures, or building reports with drizzle-cube.
567 -
majiayu000 Bundle SQL CLIToken-efficient MySQL/PostgreSQL operations using mycli and native CLI tools (Windows/Mac/Linux compatible). Replaces Artisan Tinker for database queries with 87% token savings.
567 -
majiayu000 Bundle SQL DaoSQL data access best practices for AIRBot reviewers
567 -
majiayu000 Bundle XlsformAuthoring data collection forms in Excel for mobile surveys. XLSForm converts Excel files to XForms for ODK, KoBoToolbox, and similar platforms. Use for field surveys, data collection, conditional forms, GPS tracking, and offline data gathering.
567 -
majiayu000 Bundle XLSX JpGenerate Japanese Excel files (.xlsx) using openpyxl with Japanese fonts, currency formatting (¥), Japanese era calendar (和暦), tax calculation, and business templates. Triggers on requests to create Excel帳票, 見積書Excel, 請求書xlsx, 勤怠管理表, 日本語スプレッドシート.
567 -
majiayu000 Bundle CoingeckoComplete CoinGecko Solana API integration for token prices, DEX pool data, OHLCV charts, trades, and market analytics. Use for building trading bots, portfolio trackers, price feeds, and on-chain data applications.
567 -
majiayu000 Bundle Bq QueryDesign and execute BigQuery queries. Use for schema exploration, writing SQL from requirements, running queries, checking costs, or validating syntax.
567 -
majiayu000 Bundle DB Queryデータベースクエリ・分析支援。SQLクエリの作成、実行、結果の分析を行う。BigQuery、PostgreSQL、MySQL対応。トリガー: /db-query, SQL, クエリ, データ分析, BigQuery
567 -
majiayu000 Bundle Md2ipynbConvert markdown files to Jupyter notebooks (.ipynb). Splits markdown by `---` delimiters into cells, extracts code blocks (```python```, ```sql```) as code cells, and handles YAML front matter removal. Use when converting documentation, tutorials, or structured markdown into interactive Jupyter notebooks.
567 -
majiayu000 Bundle Mongo TSMongoDB CLI 工具。直接執行 MongoDB 查詢語法,支援 CRUD、聚合、索引管理。輸出格式:table/json/csv/yaml。預設唯讀模式保護生產環境。
567 -
majiayu000 Bundle NarwhalsEffectively use Narwhals to write dataframe-agnostic code that works seamlessly across multiple Python dataframe libraries. Write correct type annotations for code using Narwhals.
567 -
majiayu000 Bundle OpenpyxlCreate and manipulate Microsoft Excel workbooks programmatically. Build spreadsheets with formulas, charts, conditional formatting, and pivot tables. Handle large datasets efficiently with streaming mode.
567 -
majiayu000 Bundle Pltr CLIHelps you work with Palantir Foundry using the pltr CLI. Use this when you need to query datasets, manage orchestration builds, work with ontologies, run SQL queries, manage folders/spaces/projects, c
567 -
majiayu000 Bundle Snd CoreUse this skill when creating or editing SND Lua macros for FFXIV. Provides metadata structure, state machine patterns, character conditions, configuration system, Player API, Entity system, Excel data access, and core utility functions.
567 -
majiayu000 Bundle Srtd CLIThis skill should be used when the user mentions "srtd", "sql templates", "migrations-templates", "live reload sql", "supabase functions", when working with files in supabase/migrations-templates/, when .buildlog.json or srtd.config.json is detected, or when writing Postgres functions/views/triggers for Supabase.
567 -
majiayu000 Bundle VisidataVisiData is a terminal spreadsheet for exploring data. Use it instead of one-off jq/SQL queries. Check --help first, then use with tmux for programmatic control.
567 -
majiayu000 Bundle ExcelExcel: Behörden-, Gerichts- oder Registerweg im Plugin Liquiditaetsplanung: 1. Welche Rolle hat die fragende Person und wer ist Gegenüber? 2. Welches konkrete Ziel soll erreicht oder verhindert werden? 3. Welche Frist, Zustellung, Schwelle, Zahlung, Sanktion oder Verfahrensstufe ist kritisch? 4. Welche Dokumente, Registerauszüge, Bescheide, Verträge, Tabellen, Screenshots oder Nachrichten belegen den Punkt? 5.
567 -
majiayu000 Bundle LogfireUse for Pydantic Logfire observability, tracing, and debugging. Query exceptions, spans, logs with SQL. View traces in Logfire UI. 4 tools for application monitoring and error analysis.
567 -
majiayu000 Bundle Matomo APIMatomo (Piwik) analytics platform API. Use for web analytics, tracking implementation, reporting API integration, plugin development, PHP/JavaScript tracking clients, and database schema understanding.
567
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 duckdb, import, kysely. 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.