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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enjalot Bundle RepocityBuild or customize a standalone animated Three.js code city from a local or GitHub repository's Git history. Use for replayable file/LOC treemaps, commit robots and add/remove effects, test-versus-source views, or adapting RepoCity to a monorepo; do not use for PR/workflow analytics that require hosting-provider APIs.
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johnisanerd Bundle Apify Scrape Google ShoppingGoogle Shopping scraping into structured JSON with the Apify Google Shopping API Actor (johnvc/google-shopping-api-google-shopping-products-prices-deals). Give a product search query plus optional country, language, and price filters, and get about 40 products per page with title, source seller, price, extracted_price, old_price on sale items, rating, reviews, delivery, thumbnail, and product_link. Use when the user wants to scrape Google Shopping, export Google Shopping results to JSON or CSV, build a product prices dataset, pull listings for a product or category, or asks for google shopping scraping, google shopping data, or product data extraction from Google Shopping. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Scrape Hotel PricesScrape hotel prices from Google Hotels into structured JSON with the Apify Google Hotels Search Scraper Actor (johnvc/google-hotels-search-scraper). Give a destination query plus check-in and check-out dates, and get one page object per results page whose properties array carries name, rate_per_night and total_rate (display string plus extracted numeric value), overall_rating, reviews count, amenities, gps_coordinates, images, and a property_token for chaining into reviews or photos. Use when the user wants to scrape hotel prices, export Google Hotels results to JSON or CSV, build a hotel prices or hotel rates dataset, compare rates across a city for a stay date, or asks for a hotel prices scraper, hotel data scraper, or hotel prices API. Pay-per-page billing plus a small per-run setup fee, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Search Console AI OverviewBuild a prioritized page rewrite queue from your Google Search Console data with the Apify AI Overview Rewrite Queue Actor (johnvc/ai-overview-rewrite-queue). It joins your Search Console query positions and CTR against the live Google AI Overview citation state, then returns a tiered queue that puts the highest-leverage rewrites first, the pages where a competitor is cited in the AI Overview while you rank 5 to 20. Use when the user asks about google search console ai overview, search console ai overview, which pages to rewrite for AI Overviews, or wants to turn a Search Console export into an action list. Pass target_domains plus a Search Console CSV, inline rows, or a query list. Pay per scored query, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Yandex Scraper Bulk SerpA yandex scraper for bulk SERP collection where the bill is predictable, powered by the Apify Yandex Search per-result Actor (johnvc/yandex-scrape-yandex-search-results-at-scale---per-result). Run a keyword list through Yandex across 6 domains, 19 languages, and any lr region, and get structured items back with organic rows (position, title, link, displayed_link, snippet) plus optional ads, knowledge graph, and inline media, each result type billed as its own item so you pay only for what you collect. Use when the user wants a yandex scraper, wants yandex data or Yandex search results as JSON or CSV in volume, wants to scrape many Yandex queries at scale, needs a per-result cost model instead of per-run fees, or is building a Russian-market SERP dataset. Pay-per-result billing, MCP-ready for Claude and other AI agents.
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jovd83 Bundle Lifelike Synthetic Data GeneratorGenerate realistic, population-shaped synthetic datasets for tests, demos, and fixtures. Trigger for CSV/JSON exports, locale-aware personal/company fields, seeded generation, custom regex formats, Belgian identifiers (INSZ, eID), and distribution-backed sampling. Runs a local generator instead of fabricating in-context.
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jovd83 Bundle Test Artifact Export SkillFormat already-designed test cases or artifacts into review-ready markdown, TDD case specs, scenario notes, BDD/Gherkin features, Xray Gherkin bundles, Zephyr Scale CSV, TestLink, or TestRail mappings. Use when test logic exists and Codex must normalize and render it for review or import.
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juancruzrobledo Bundle Moodle Alta UsuariosGestiona el alta y actualización segura de usuarios en un campus Moodle vía la herramienta "Subir usuarios" (admin/tool/uploaduser): recibe listados de alumnos por comisión (uno o varios CSV, o una planilla XLSX) con su correo personal e institucional, cruza contra los usuarios que YA EXISTEN en el campus para no duplicar cuentas ni pisar credenciales que ya funcionan, arma el CSV de carga en el formato exacto que exige Moodle, y ejecuta la subida por navegador con múltiples puntos de confirmación explícita antes de cualquier acción irreversible. Usar SIEMPRE que el usuario quiera dar de alta/crear usuarios en Moodle a partir de un listado de alumnos, resolver el error "Acceso inválido" tras una matriculación masiva (bulk enrolment), subir un CSV a la pantalla "Subir usuarios" de Moodle, decidir si un alumno ya existe en el campus antes de crearlo, o generar cuentas iniciales con contraseña por defecto y cambio obligatorio — aunque lo pida con otras palabras: "dar de alta a estos alumnos en moodle", "necesito
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juneyaooo Bundle Clinical CalculatorUse for searching, selecting, calculating, checking, or explaining executable clinical formulas, medical calculators, risk and staging scores, renal estimates, lab-derived indices, unit conversions, dose arithmetic, or interpretation thresholds; also use to turn a supplied JSON, CSV, Markdown, PDF, DOCX, or written specification into a draft, validated, and installed user-defined scalar/multi-output formula, lookup table, or decision-tree calculator. Supports Chinese and English calculator names and keeps local executability separate from clinical review and release.
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juneyaooo Bundle Phi Pii Medical DeidentifyLocal medical document de-identification with OCR, configurable privacy detection, irreversible masking, and residual checks. Use for removing patient identifiers from images, screenshots, scans, PDFs, DOCX, XLSX, TXT, Markdown, JSON, CSV, and OCR output before sharing or further processing.
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everyinc Bundle Gdoc Comment ExtractorExtract all comments, suggestions, and tracked changes from a Google Doc and save them as a CSV. Use when the user shares a Google Docs URL and wants to pull out comments, edits, suggestions, or tracked changes. Also triggers on "extract comments", "pull comments from doc", "get suggestions from google doc", "export doc comments", "doc feedback", or "what did the editor say".
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excelsioryy Bundle Data Analysis全链路数据分析技能,支持表格(CSV/Excel)、文档(PDF/DOCX/MD)及图像数据的处理。 核心工作流强制遵循:1. 安全探查:仅读取元数据与少量样本,严禁全量加载以防Token溢出;2. 质量体检:自动检查缺失、重复与一致性;3. 代码执行:基于Python(Pandas/Matplotlib)进行清洗、统计与可视化;4. 结果验证与报告生成。 适用场景:探索性分析(EDA)、多模态数据提取、图表绘制及生成数据洞察报告。
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exopriors Bundle ScryUse Scry's read-only SQL research surface through /v1/scry/schema and /v1/scry/query. Use for bounded SQL over registered public-corpus relations, source provenance, and registered vector helpers. Also use when a research ask wants diverse, varied, or orthogonal sources, angles, hypotheses, or probe phrasings — the skill carries the enumeration discipline and the /v1/creativity/outsized fan-out.
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fatecannotbealtered Bundle Archery CLIArchery SQL audit platform CLI for managing SQL workflows, queries, instances, diagnostics. Use when the user asks about SQL审核, database operations, Archery platform management, or needs to submit/review/execute SQL against database instances.
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blockbeatsofficial Bundle Blockbeats SkillBlockBeats Skill covers over 1,500 information sources, including AI-driven insights, Hyperliquid on-chain data, and Polymarket market analytics. It also features robust keyword-based search functionality.
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brightdata Bundle Enriching TablesEnrich any CSV of companies or people with web-sourced data (employee count, revenue, funding, tech stack, work emails, LinkedIn, and custom fields) using the @brightdata/enrich CLI. Use this skill whenever the user wants to enrich, augment, fill in, or research rows of a spreadsheet or CSV — leads, prospects, accounts, contacts, a CRM export, or any table of companies/domains/emails — or mentions Bright Data enrichment, the `enrich` command, lead enrichment, data enrichment, or "add a column with X" to a list. Covers first-time onboarding (Bright Data + OpenRouter setup), running enrichments, and publishing this skill on skills.sh.
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briqt Bundle Siyuan CLIOperate SiYuan Note / 思源笔记 through a local CLI backed by the official HTTP API. Use when the user asks to search, read, create, append, update, delete, organize, export, or inspect SiYuan notebooks, documents, blocks, attributes, or SQL query results; when they mention 思源笔记, SiYuan, block IDs, notebook IDs, or the local SiYuan API; or when an agent needs durable note capture into SiYuan.
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jiachengwang-punch Bundle Small Sample AnalysisEnd-to-end methodology for supervised machine learning on small datasets (typically 30-200 samples) where standard "throw XGBoost at it" approaches fail. Use this skill whenever the user is building a predictive model on a small dataset, especially when sample-to-feature ratios are tight, when interpretability matters as much as accuracy, when the user needs to justify model choices to non-technical stakeholders, or when they need a rigorous "diagnose-improve-verify" workflow rather than just a final model. Trigger this even if the user only asks for a specific piece (e.g. "help me pick features", "validate this model"), since small-sample problems require the full methodology to avoid silent overfitting. Also trigger for store-selection / site-selection problems, B2B sales analytics, biomedical studies, A/B test analysis with limited cohorts, and any "we only have N stores/patients/experiments and need to predict Y" scenario.
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jitu2611 Bundle Indian Stock AnalystAnalyzes NSE/BSE stock portfolios with the jitu2611/TradingAgents multi-agent engine and produces Buy/Hold/Avoid decisions plus full analyst, bull/bear, trader, risk, and portfolio-manager reports. Use whenever the user uploads a Zerodha, Groww, Upstox, Angel One, or other Indian holdings CSV/XLSX and asks to "analyze my portfolio", "review my Indian stocks", "what should I buy or sell", "what should I exit", "check my NSE holdings", "give verdicts on my stocks", "find portfolio risks", or "run TradingAgents on my holdings". Also trigger for a list of NSE/BSE symbols when the user requests portfolio-level analysis. TradingAgents must be the analysis engine; do not substitute ad-hoc web-search verdicts when the engine is unavailable.
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johnfitzy Bundle Charity Grantor FinderFind NZ charities likely to make grants to Outward Bound NZ. Use this skill whenever the user wants to evaluate a list of NZ charities as potential funders or grant-makers for Outward Bound NZ — even if they just say "run the charity finder", "check these charities", "which of these would donate to Outward Bound", or hand you a CSV of charity names. The skill queries the NZ Charities Register and evaluates grant-making alignment.
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johnisanerd Bundle Apify AI Overview TrackingFind the pages that rank but are never cited by Google's AI with the Apify AI Overview Rewrite Queue Actor (johnvc/ai-overview-rewrite-queue). This is ai overview tracking that uses your Search Console position data to expose the rank versus citation gap: the pages ranking 1 to 4 whose AI Overview cites competitors or shows no references, graded into a tiered queue instead of a plain yes or no citation check. Track citation_state on a monthly schedule to see where you win or lose AI Overview citations against your rankings over time. Use when the user wants ai overview tracking, to monitor AI Overview citations against rankings, or to find high-ranking pages that Google's AI ignores. Pass target_domains plus a Search Console CSV, inline rows, or a query list. Pay per scored query, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify App Store Reviews ScraperScrape Apple App Store reviews into structured JSON with the Apify Apple App Store Reviews API Actor (johnvc/apple-app-store-reviews-api). Give it a numeric Apple product ID or just an app name and get one row per review with rating, review_title, review_text, author_name, reviewed_version, review_date_iso, and app context, across 52 country stores, sorted by most recent, most helpful, most favorable, or most critical. Use when the user wants an app store reviews scraper, wants to scrape App Store reviews or iOS app reviews, export Apple app reviews to JSON or CSV, build a review dataset for one or more apps, or pull the reviews behind a competitor's App Store listing. Pay-per-review billing, MCP-ready for Claude and other AI agents.
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johnisanerd Skill Apify Baidu Search APIGet structured Baidu search results without an official API key or Chinese account using the Apify Baidu Search Scraper Actor (johnvc/Baidu-Search-Scraper). One query returns one dataset item per SERP page with nested organic_results (position, title, link, plus displayed_link, rich_snippet, and sitelinks when Baidu shows them), related_searches, people_also_search_for, and top_searches, filtered by device, Simplified or Traditional Chinese, and time period. Use when the user wants a baidu api, a baidu search api or baidu serp api, Baidu search results as JSON or CSV, to scrape Baidu, structured baidu data for research or AI agents, or to see what ranks on baidu.com for a query. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Bulk Job Listings ExportExport Google Jobs listings to CSV, Excel, Sheets, or JSON in bulk with the Apify Google Jobs Scraper API Pay Per Result Actor (johnvc/google-jobs-scraper---pay-per-result). Output is already flat, one row per opening, so a dataset export drops straight into a spreadsheet or a database load with no reshaping. Covers multi-query batches, exclusion filters that shrink the file and the bill together, and job_id dedupe across runs. Use when the user wants to export google jobs to csv, download job listings as a spreadsheet, build or backfill a job board, load openings into a warehouse or ATS, or bulk export job postings for many roles and cities at a known cost. Pay-per-result billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Congress Stock Trades APIPull US Congressional stock trades and financial disclosures as structured JSON with the Apify Congress Financial Disclosures and Stock Trades Actor (johnvc/us-congress-financial-disclosures-and-stock-trading-data). Filter Periodic Transaction Reports from the House and Senate by member name, ticker, or date range and get one row per transaction with Ticker, Asset, Transaction_Type, Amount_Range, Date, House, State_District, and Filing_ID. Use when the user wants a congress stock trades api, wants to scrape congressional financial disclosures, export House or Senate stock trades to JSON or CSV, pull a member's disclosed trades, look up which members traded a ticker, or build a congressional trading dataset for research. Pay-per-transaction billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Duckduckgo ScraperScrape DuckDuckGo search results into structured JSON with the Apify DuckDuckGo Scraper Actor (johnvc/DuckDuckGo-Scraper-for-serp-rankings). One query returns a page item holding organic_results rows with position, title, link, snippet, favicon, and a date when DuckDuckGo shows one, plus page metadata and slots for ads, knowledge graph, news, inline images, inline videos, and related searches. Localize across 42 region and language codes, filter by date, set safe search, and cap pages to control spend. Use when the user wants a duckduckgo scraper, duckduckgo scraping, DuckDuckGo search results as JSON or CSV, a DuckDuckGo SERP export, or a keyless way to read DuckDuckGo from code. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Google AI Overview APIGet Google AI Overview answers and their cited sources as structured JSON with the Apify Google AI Overview API Actor (johnvc/Google-AI-Overview-API). Send one query or a batch, and get one row per query with ai_overview_present, ordered text_blocks (paragraphs, headings, lists, tables), references with link and source domain, retrievals_used, and a fetched_at timestamp. Use when the user wants a google ai overview api, wants to extract or export Google AI Overview answers to JSON or CSV, check which sources an AI Overview cites for a keyword, batch AI Overview lookups across a query list, or asks how to get Google AI Overview data programmatically. Pay-per-retrieval billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Google Events TrackingTrack Google Events listings as structured JSON with the Apify Google Events Scraper Actor (johnvc/google-events-api---access-google-events-data). Give it a search query like concerts in Chicago plus an optional location and date filter, and get one row per results page with a nested events array, title, start_date, when, address, venue name and rating, ticket_info seller links, and image per event. Re-run the same input on a schedule and diff by event link to catch new or dropped listings. Use when the user wants google events tracking, wants to track or monitor Google Events for a city, venue, artist, or competitor, watch for new concerts, conferences, or festivals, or export Google Events results to JSON or CSV. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Google Flights APIUse Google Flights as an API with the Apify Google Flights Actor (johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search). There is no official google flights api, so this skill fills the gap. Give departure and arrival airport codes plus dates, and get structured flight results as JSON, one row per flight with price, currency, airlines, departure and arrival times, stops, layover airports, duration, travel class, and flight numbers, plus price insights for the route. Supports one-way, round-trip, and multi-city itineraries, 29 languages, 39 countries, and filters for price, stops, and airlines. Use when the user wants a google flights api, to scrape google flights, a google flights scraper, flight results as JSON or CSV, or airfare data for a route by API or Python. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify Google News APISearch Google News and get structured JSON with the Apify Google News API Actor (johnvc/GoogleNewsAPI). Give a search query plus optional location, country, language, and duplicate filters, and get news articles with position, title, link, source, snippet, and date, delivered one dataset item per page with search metadata. Use when the user wants a google news api, wants to scrape google news headlines, asks for google news scraping or a google news scraper, wants Google News results as JSON or CSV, or needs fresh headlines for a topic, brand, or market as structured data. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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johnisanerd Bundle Apify List Vc Firms By CityExport a list of VC firms for one city, region, or sector, ready for a CRM import. Use this when someone asks for a list of VC firms, venture capital firms in San Francisco or New York or London, which firms invest in a sector, or wants a firm directory rather than individual investors. Returns firm name, firm profile link, and the stage and sector context of the list it came from, with optional LinkedIn and Crunchbase enrichment adding industry, size, followers, funding, rank, and operating status per firm. Trigger phrases include list of vc firms, vc firms in san francisco, venture capital firms list, vc firm directory, firms investing in a sector, build a VC target list, and export VC firms to CSV.
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jzl-maker Bundle Ea Skill嵌入式 AI 开发管家(EA-SKILL)— 面向单片机/嵌入式工程(Keil/CubeMX/ESP-IDF/PlatformIO/Arduino)的需求澄清与方案确认、新功能开发、单元测试、板级工装测试、编译烧录、J-Link 调试与验证。当用户要对嵌入式新老项目开发新功能、加外设、改业务逻辑、排查硬件 bug、验证固件、生成测试用例,或需求描述不清晰需要讨论确认方案、需要读取 PDF/Word/Excel 文档(芯片手册/需求规格/引脚表)时使用;对话提到 编译/烧录/串口/RTT/断点/内存监视/需求分析/文档识别 等嵌入式关键词时按需加载。
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k4thir Bundle Smart EdaAdaptive exploratory data analysis. Use whenever a tabular dataset (CSV, Excel/xlsx, Parquet, TSV, JSON-lines, or an in-memory DataFrame) needs to be understood — including any request like "analyze this data", "explore this dataset", "what's in this file", "summarize this CSV", "EDA on this", "profile this data", "look at the distributions", "check for outliers", "what are the patterns here", or simply when a data file is uploaded with no explicit task. Also triggers for data-quality audits, missing-value investigations, correlation analysis, time-series profiling, and pre-modeling data understanding. Prefer this skill over ad-hoc analysis whenever the user's data hasn't been examined yet, even if they just say "take a look" or "what do you think". The skill profiles the data first, then chooses techniques based on what it actually finds — column types, scale, time structure, target presence — instead of running a fixed playbook.
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kaankacar Bundle Soroban TraderAutonomous crypto trading for AI agents on Stellar with portfolio management, correlation analysis, tax-loss harvesting, Sharpe optimization, AI-powered trading signals, institutional features including multi-sig wallets, sub-accounts, compliance reporting, and asset policies. Execute trades across 3+ pools, split large orders for optimal execution. Now with WASM hot path, flash loan arbitrage, transaction bundling, comprehensive portfolio analytics, and enterprise-grade security.
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kagurananaga Bundle Kaogong Study Tracker朱批录 · 国考备考追踪 Skill。当用户发来套题成绩、错题截图、备考打卡或复习进度时触发。 核心功能:识别错题截图 → 分类错题原因 → 更新本地记录 → 生成每日总结 → 导出 Excel / 同步飞书。 触发关键词:做了一套题、今天做了、错了几道、帮我分析、备考打卡、行测、申论、 判断推理、资料分析、言语理解、数量关系、错题、复习进度、导出错题本、同步飞书。 只要用户提到做题、错题、备考就触发。图片消息也触发,自动调用多模态模型识别。
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kagurananaga Bundle Shiyi拾遗 · 通用考试备考追踪 Skill。适用于任何考试——GRE、雅思、考研、注会、高考、期末…… 核心功能:识别错题截图 → 自由标签分类 → 词库积累复用 → 二刷提醒 → 导出 Excel。 触发关键词:做了题、错了、截图发来、导出错题、待二刷、记得、不记得、换考试。 图片消息直接触发识别。
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 apify-baidu-search-api, apify-list-vc-firms-by-city, kaogong-study-tracker. 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.