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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dominoghm123 Bundle BosszpBoss直聘自动化投递与批量外联 skill。使用现有 Chrome CDP 会话执行岗位搜索、打招呼、上传简历截图、写入 CSV,并在失败时自动生成诊断。 当用户提到 Boss直聘、BossZP、批量投递、自动打招呼、CDP 连接失败、Chrome unavailable、岗位外联、投递结果统计时必须触发。 也用于“继续上一批次投递”“检查登录/风控/选择器阻塞”“生成投递失败诊断报告”等场景。
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drhelius Bundle Fabric Synthetic DataGenerate and upload synthetic data to Microsoft Fabric lakehouse tables. Covers star-schema generation, realistic fake data (names, dates, IDs, transactions), configurable row counts, referential integrity between tables, Parquet export, and OneLake upload. Use when: synthetic data, test data, fake data, sample data, generate tables, populate lakehouse, seed data, mock data.
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esporykhin Bundle Ozon Seller APIOzon Seller API skill with bash wrappers, method search, category references, and raw requests. Use when working with Ozon Seller API products, prices, stocks, warehouses, FBS, FBO, FBP, returns, analytics, finance, chats, notifications, or Ozon Logistics.
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alsk1992 Skill AnalyticsTrack profits, margins, ROI, and business analytics
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ankitkr Skill Itr FileOrchestrate an ITR-1/ITR-2 filing (plus beta ITR-4 presumptive via the itr-presumptive skill) for a financial year — determine the form, verify prerequisites, close open income items, finalize the tax computation, generate the Schedule 112A CSV for ITR-2 (via the itr-112a-csv skill), guide self-assessment tax payment, and walk the portal/utility entry schedule-by-schedule. Use when the user asks to file the ITR, prepare for filing, or finalize the return.
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ankitkr Skill Itr 112a CSVGenerate the Schedule 112A scrip-wise CSV (per-ISIN LTCG rows for STT-paid equity shares & equity MF units) from AIS depository detail and CAMS/KFin/PMS statements, verified against the 112A bucket total, plus the portal-format upload file. Use when preparing Schedule 112A for ITR filing or when the itr-file skill requests it.
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apache Skill Datafusion PythonUse when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls.
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modiqo Skill SQL MigrationsWrite, review, and sequence database schema migrations safely, with rollback scripts and zero-downtime patterns. Use when asked to add a column, change a table, or plan a schema change on Postgres or MySQL.
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latitude-dev Skill Latitude CLIInstall, authenticate, and drive the Latitude CLI (the `latitude` binary) to run Latitude API operations from a terminal — projects, traces, analytics, datasets, and more. Use for the `latitude` command-line tool, installing the CLI binary, CLI authentication with an API key, or scripting the Latitude API from an agent or shell.
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lazuardytech Bundle File ConvertFile format conversion between CSV, JSON, and Markdown. Use when the user needs to convert a CSV to JSON, convert JSON to CSV, turn a spreadsheet export into JSON, flatten JSON into a CSV, parse a Markdown file's frontmatter into JSON, generate a Markdown file with YAML frontmatter from JSON, or convert data between these formats. Triggers include "convert CSV to JSON", "csv to json", "ubah csv ke json", "convert JSON to CSV", "json to csv", "flatten JSON to CSV", "parse frontmatter", "markdown to json", "md to json", "json to markdown", "extract frontmatter", "convert this file", "konversi file", "change file format", or any task requiring CSV/JSON/Markdown interconversion.
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lazuardytech Bundle Google SheetsGoogle Sheets automation via the Sheets API. Use when the user needs to read data from a Google Sheet, read rows from a spreadsheet, get all records from a worksheet, update a cell in a Google Sheet, update a range of cells, batch update multiple cells, append a row to a spreadsheet, list worksheets in a spreadsheet, delete rows from a worksheet, create or delete a worksheet, find and replace text in a range, or perform any programmatic Google Sheets operation. Triggers include "read from Google Sheet", "baca Google Sheet", "update cell", "update sel", "append row", "tambah baris", "batch update", "list worksheets", "daftar worksheet", "delete row", "hapus baris", "create worksheet", "buat worksheet", "delete worksheet", "hapus worksheet", "find replace", "cari ganti", "get spreadsheet data", "ambil data spreadsheet", "write to sheet", "tulis ke sheet", or any task requiring Google Sheets read/write access.
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luis63e Bundle Google SheetsTrigger: Google Sheets, spreadsheet, cells, ranges, formulas, create/template. Preserve structure.
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luizsiqueira-eng Bundle Security ReviewAuditoria de segurança de projetos web (Laravel/PHP, Node/JavaScript/TypeScript, Python e apps com LLM/RAG/agentes): detecta a stack, roda os scanners disponíveis (npm/composer/pip audit, gitleaks, semgrep), procura padrões perigosos no código (SQL por concatenação, XSS, IDOR, secrets hardcoded, SSRF, path traversal, output de LLM executado sem validação, agente com privilégio excessivo), classifica por severidade, reporta com arquivo e linha e corrige com confirmação. Invocar quando pedirem para revisar a segurança de um projeto ou PR, apontar vulnerabilidades, checar OWASP, ou antes de aprovar código gerado por IA.
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questdb Skill Questdb Docs WriterCreate, review, and improve QuestDB documentation pages. Covers SQL reference, guides, cookbook recipes, syntax blocks, examples, page structure, and quality checks. Use when writing new docs, reviewing existing pages, adding examples, or restructuring content in the questdb/documentation repo (used both standalone and as a submodule of questdb.io).
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rangzen Bundle Kp SourceAdd sources to a knowledge project, check for updates, and track provenance. Use when the user runs /kp-source, wants to add a PDF, URL, CSV, database dump, or any document to sources/, needs to check the status of ingested sources, or wants to detect whether a previously ingested source has changed. "kps" is the short name for this project (Knowledge Project Skills) - also activate when the user says "kps ingestion" or "kps ingest".
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realraelrr Bundle Office XLSXRead, analyze, create, edit, repair, format, or validate spreadsheet files such as .xlsx, .xlsm, .csv, and .tsv. Use when the user provides a spreadsheet file, asks for native Excel output, needs formulas/pivots/financial-model formatting, or needs format-preserving edits. Do not use for ordinary Markdown tables or quick tabular prose unless spreadsheet file output is required.
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jpalmer37 Bundle Py DataConducting efficient data analysis in Python using pandas and polars. Use when users need to load, clean, transform, aggregate, or summarize tabular data — including CSV/Parquet/Excel ingestion, filtering, groupby, joins, window functions, and exploratory data analysis (EDA). Covers choosing between pandas and polars based on dataset size and performance requirements.
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jpalmer37 Bundle Py DashboardsBuilding clean and beautiful interactive dashboards using Python Plotly Dash. Use when users want to create a web-based dashboard, data app, or interactive analytics interface in Python — including multi-page apps, reactive callbacks, KPI cards, filters, and data tables.
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kubilaiswf Bundle TeachStart or continue a course with an evidence-based personal tutor. Use when the user wants to learn any subject, start a course, continue studying, or asks to be taught something — "teach me Python", "let's continue the SQL course", "I want to learn linear algebra", "help me study for my cello exam".
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larlarua Bundle Secknowledge SkillWeb+AI 安全测试知识库。融合 WooYun 88,636 案例 + 先知 L1-L4 方法论 + GAARM 150 风险 + OWASP Top 10 (LLM/ASI/WSTG)。 TRIGGER when 任务是实战安全测试:渗透测试、漏洞挖掘/利用、红队攻防、安全审计 (SAST/DAST)、 CTF、AI/LLM 安全测试 (Prompt 注入/越狱/MCP/Agent/沙箱逃逸)。用户明确给出测试目标 (URL/代码/模型/Agent 架构) 且意图是"测试/审计/挖漏洞/利用"。 DO NOT trigger: - 安全概念讨论("什么是 XSS"、"SQL 注入原理是什么")→ 普通问答 - 非安全性质的 code review / debug / 性能优化 → code-audit-skill 或其他 - 修复语法错误 / 业务逻辑 bug → 普通编程协助 - 纯 Web 白盒代码审计(完整项目目录 / Source-Sink 污点分析)→ code-audit-skill - 仅引用 CVE 编号查文档 → WebSearch 边界细则: CTF 短代码片段 + 利用思路 → 本 Skill;完整项目目录 + 系统白盒审计 → code-audit-skill
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skizha Bundle SQL Server Query TunerSQL Server query performance tuning and optimization. Analyzes execution plans, identifies anti-patterns, recommends indexes, rewrites slow queries, and diagnoses performance bottlenecks. Use when the user wants to: (1) tune or optimize a slow SQL Server query, (2) analyze an execution plan (XML or pasted), (3) find missing indexes or redundant indexes, (4) rewrite a query for better performance, (5) run DMV diagnostic queries against a live SQL Server instance, (6) understand why a query is slow, (7) review query statistics or wait stats, or any SQL Server performance-related request. Triggers on: "tune this query", "why is this slow", "optimize this SQL", "check execution plan", "missing indexes", "query performance", "SQL Server slow", "index recommendations", "rewrite this query".
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slvfmts Skill Skrepka PublishОпубликовать локальный файл в Google Drive — .md как нативный Google Doc или любой файл (docx/xlsx/pdf/…) как есть без конвертации. Создаёт новый документ, существующий не трогает.
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sumitake Bundle Sales Deal ReviewReview a won, lost, stalled, or forecasted sales deal—or a bounded cohort of deals—using an evidence timeline and causal humility. Use for deal inspection, win/loss analysis, stalled-deal diagnosis, forecast challenge, or a sales post-mortem based on supplied records. Do not use for CRM architecture, lifecycle automation, lead-routing design, broad customer research, or external competitor profiling; use revops, customer-research, or competitor-profiling skills for those when available.
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tahodev Skill Taiwan Garbage查台北市與新北市的垃圾車清運點、路線與停靠時間。垃圾車、倒垃圾、垃圾時間、清運點、資源回收車、幾點來、今天有沒有收垃圾的問題適用。免登入,台北用臺北市資料大平臺 CSV,新北用新北市資料開放平臺 JSON。其他縣市尚未支援;是計畫停靠時間,不是即時 GPS。
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tahodev Skill Japan Holidays内閣府の公式CSVから祝日・振替休日・国民の休日を調べ、連休を計算する。祝日、連休、ゴールデンウィーク、シルバーウィーク、営業日判定の質問に対応。APIキー・ログイン不要。個人の予定管理やカレンダー操作は対象外。
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m19803261706 Skill Permission System应急管理系统权限体系开发规范。当创建新功能模块、配置菜单权限、设置数据权限时必须使用此 Skill。CX 命令执行时强制要求生成菜单权限迁移 SQL。
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m7mdwb Bundle Pii ScanFind personal data leaking into analytics URLs, page paths and event parameters. Use when auditing GA4, Google Tag Manager, server logs or any tracking export for emails, phone numbers, card numbers, IBANs, tokens or names that should never have reached an analytics platform. Runs on a CSV or log file you already have, needs no API access, and never prints an unredacted value.
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m7mdwb Bundle Routing SimulateRun lead routing rules against real leads to find dead rules, rules shadowed by a broader rule above them, leads that match nothing, and an unbalanced distribution across owners. Use when auditing lead assignment in LeanData, HubSpot, Salesforce or a custom router, before changing routing, after a territory change, or when a salesperson says they stopped receiving leads. Takes a JSON rules file and a CSV of leads, needs no API access.
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openclix Bundle Openclix InitSet up OpenClix in a mobile app by detecting the platform, copying source templates into a dedicated namespace, wiring initialization/event/lifecycle touchpoints, and running build verification. TRIGGER when the user asks to "integrate OpenClix", "set up local notifications", "add engagement logic", or mentions OpenClix for the first time in a project without an existing integration — even if they don't mention this skill by name. DO NOT trigger when OpenClix is already integrated and the user is asking about campaigns, analytics, or template updates — those belong to other openclix-* skills.
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oxidecomputer Skill Crdb ChangeGenerate CockroachDB SQL and migrations for schema changes. Use when creating migrations, updating the database schema, or when the user mentions migrations, schema changes, or dbinit.sql.
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lncitador Bundle LucidUse when working with AdonisJS Lucid ORM and SQL layer: database configuration, migrations, schema generation, schema classes, models, CRUD operations, model query builder, query scopes, hooks, serialization, relationships, transactions, pagination, debugging, validation rules, model factories, seeders, or database query builders. Trigger for tasks involving @adonisjs/lucid, database/schema.ts, app/models, database/migrations, database/factories, database/seeders, db service queries, Lucid relationships, or model behavior.
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lotfb86 Bundle Construction SweepCounty-by-county scrape of construction builders (GCs, home builders, remodelers). Dedups across counties, classifies vs trades/suppliers, enriches via Firecrawl websites + Facebook pages. Outputs one master CSV per state.
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rolandbrecht Bundle Ast Code GraphUse this skill ANY time you need to search for code structure, refactor symbols, analyze impact, find dead code, or trace dependencies. ALWAYS invoke BEFORE using grep for structural code analysis. Trigger categories: structural pattern search (e.g. useEffect without deps, async without try-catch, fetch calls outside src/api), bulk code migration/transformation (wrap handlers, replace API calls), dependency & impact analysis (blast radius, transitive deps, which modules depend on X), safe renaming across codebases, dead code & circular import detection, ast-grep rule authoring. Trigger keywords: try-catch, useEffect, async without, circular imports, safe rename, blast radius, bulk migration, never imported, unused exports, ast-grep, enforce pattern, structural search, depends on, which modules. Do NOT trigger for: grep-able string searches, file-name lookups, reading READMEs, writing regex, CSV/data scripts.
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rukkha1024 Bundle Statistical AnalysisPerform paired t-tests and repeated-measures ANOVA for biomechanical data analysis with formatted Excel output. Use when analyzing EMG, force, kinematics data with statistical comparisons, creating auto-updating Excel reports, or applying Excel formula automation. Always outputs publication-ready Excel files.
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seal773 Skill Slide ThinkcellUse when working with think-cell — the McKinsey/BCG-standard PowerPoint plugin for consulting-grade charts. Triggers on: "think-cell" / "thinkcell", "use waterfall (瀑布图) for ...", "stacked column visualization tips", "make budget-vs-actual comparison in PPT", "how do I customize think-cell default colors", "think-cell decoration arrows / CAGR labels", "value lines (静值线 / 进值线) in think-cell 14", or any PowerPoint chart task where the user has confirmed access to the think-cell plugin. Do NOT activate for: native PowerPoint charts (use slide-data-viz-principles), Excel charts, web charts, or general data viz philosophy. Activate ONLY when think-cell is in scope.
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unity-technologies Skill Memory DB SQLWrite and manage SQL queries against an exported Unity memory-snapshot database (DuckDB/SQLite), and keep the schema, views, version, and docs consistent. Use when writing/editing queries over native_objects, native_allocations, native_roots, memory_regions, system_memory_regions, etc.; investigating memory regions; adding or changing tables/views/macros; or checking database version compatibility.
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 statistical-analysis, memory-db-sql, sql-migrations. 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.