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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viy1204 Bundle Feishu Roster从飞书人事(标准版)的 ehr/v1/employees 接口实时拉取公司员工花名册——含姓名/工号/人员类型(正式/实习/顾问/外包/临时)、 在职状态、入职日期、转正日期、试用期、部门、职务、职级、工作地点、直属上级、手机、邮箱,映射部门名后导出 Excel + JSON。 这是飞书后台「花名册」页导出按钮背后的同一个 API,能拿到通讯录拿不到的入职/转正/试用期等人事字段。当用户需要 "最新花名册""在职名单""员工清单""谁在某个部门""最近入职了谁""某人转正了吗/还在不在试用期""导出在职人员"时触发; 做组织盘点、算绩效/奖金、核对人员异动等需要权威人员名单的场景,都应先用本 skill 拉一份实时数据,而不是翻可能过期的 本地导出 xlsx。边界(这些不走本 skill):薪资不在此接口(飞书人事 OpenAPI 不返回敏感字段,需另给薪资表);单纯按 姓名/邮箱查某个人的部门或 open_id 走 lark-contact;把人员关系画成组织架构图走 feishu-org-chart。
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vyayasan Skill OnboardingFull KYC customer onboarding with mandatory Step 0 independent verification (5+1 searches), 17 sequential stagegates requiring explicit analyst consent, deterministic four-factor risk scoring, case folder auto-creation, 4-sheet Excel dashboard, 17-section PDF report, and immutable audit trail. Covers UK/EU (AMLD5), US (FinCEN CDD), and MENA jurisdictions.
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wangmengguo Bundle Gongwen Format一站式公文格式转换与规范化工具。Use when: 用户要求"Word 转公文"、"转成 TXT"、"Excel 转 Markdown"、"检查公文格式"。 Produces: 符合公文规范的纯净 TXT 或 Markdown 文件。
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cdatasoftware Skill Cdata CLIUse when the user wants to connect to, query, or explore a data source through a CData driver via the command line. This includes: creating or testing a connection to an enterprise system (Salesforce, NetSuite, Snowflake, SQL Server, Jira, etc.); running SQL queries against connected data; exploring schema (listing tables, columns, or stored procedures); executing source-specific stored procedures; and downloading, installing, or activating CData drivers. Acts as the prerequisite foundation for all driver-level cdata- skills (cdata-salesforce, cdata-airtable, etc.) that add source-specific guidance.
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chowyu12 Skill Web ScraperExtract structured data from web pages, including tables, lists, prices, and reviews. Supports HTTP fetching, optional MCP browser tools, parallel multi-site collection, and CSV/JSON output.
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commerce-cloud-integrations Bundle Sap Commerce HacUse when investigating live SAP Commerce data through HAC with read-only FlexibleSearch, SQL, or Groovy. Trigger for cart/customer/order/address lookup, routing and delivery checks, model-field verification, and repeatable HAC automation from terminal workflows.
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technomaton Skill EngineRun EDPA evidence-driven calculation for an iteration by invoking the vendored engine script (.edpa/engine/scripts/engine.py). The engine reads the materialized evidence[]/contributors[] persisted in each item's YAML (written by the post-commit hook / /edpa:materialize — it does not scan git at compute time), computes CW from cw_heuristics, calculates Score and DerivedHours, validates invariants, and writes results JSON + XLSX + a frozen snapshot. Use when closing an iteration, computing derived hours, or running "EDPA výpočet". Produces the input for the reports skill.
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trussary Bundle Vietnamese Education CopyWrites and reviews native-quality Vietnamese (vi-VN) educational, school, academic, and EdTech communication — K-12 report-card remarks and học bạ entries, sổ liên lạc entries and school-to-parent broadcasts, pedagogical nudges, diagnostic pronunciation feedback, adaptive assessment, parental analytics reports, university syllabi (đề cương) and course registration, transcripts and GPA statements, diploma reissuance, thesis and academic notices. Use when drafting or reviewing Vietnamese content for a school, teacher, EdTech app, university, parent, or student audience, choosing thầy/cô-em versus thầy/cô-con versus quý phụ huynh, or applying MoET statutory grading terms (Thông tư 22/2021, 27/2020, 08/2021, 21/2019) and EdTech learning science frameworks. Do NOT use this skill for general software developer docs (use vietnamese-tech-writing) or for tutoring-centre and study-abroad advertising (use vietnamese-business-comms).
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yeyuan98 Bundle Bioresearcher Pubmed WeeklyDownloads the past week's PubMed daily update XML.gz files from ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/, streams-parses interleaved PubmedArticle and DeleteCitation records, and produces one combined Excel workbook plus a summary JSON. Use for weekly PubMed/NLM literature tracking, NCBI updatefiles retrieval, pubmedNNnNNNN.xml.gz parsing, PMID/DOI/journal/author extraction, deleted-PMID lists, or building a weekly biomedical literature table.
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yeyuan98 Skill Bioresearcher Python Setup UvSets up a project-local Python environment with the uv package manager: downloads uv binary from astral.sh, creates .venv, configures dependencies (pandas or scientific plotting: pymol-open-source, matplotlib, pymupdf, biopython), verifies install, and appends usage rules to AGENTS.md. Auto-races PyPI and CN mirrors. Use when uv/Python is missing, for plotting/analysis, or on requests like install uv, set up Python, prepare plotting packages, use a China mirror, or prepare .scripts/py/.
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zjandrew Bundle Te MetaTE 元数据查询:事件目录、属性加载、实体、指标、SQL表结构
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zjandrew Bundle Te AnalysisTE 分析查询:报告管理、仪表盘管理、SQL 查询、报告数据查询
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payez-net Skill Vibe SQLTalk to a VibeSQL database — query, create tables, manage data via natural language
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cristoslc Bundle Office 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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jamalmohafil Bundle Security ReviewRun a security review of code changes exactly like Claude Code's /security-review command — but in ANY AI coding agent (Claude Code, Cursor, Codex, Windsurf, Gemini CLI, Cline…). Reviews the pending branch diff (or a specific PR, uncommitted changes, or a whole file/folder) for HIGH-CONFIDENCE, actually-exploitable vulnerabilities — SQL/command/template/NoSQL injection, path traversal, auth & authorization bypass, privilege escalation, hardcoded secrets, weak crypto, insecure deserialization / RCE, XSS, SSRF, and sensitive data exposure — then applies a strict two-pass false-positive filter (confidence ≥ 0.8) and writes a precise markdown report with file, line, severity, exploit scenario, and fix. Optionally fixes each confirmed finding. Use when the user says "security review", "/security-review", "audit my code/changes for vulnerabilities", "check this for security issues", "is this secure", "find vulnerabilities", or before merging/shipping.
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lamm-mit Bundle Beam MechanicsRun simple dimensionless 1D Euler-Bernoulli beam mechanics with selectable boundary conditions, point forces, distributed loads, point moments, springs, plots, CSV/JSON results, and deformation GIFs. Use when asked to analyze a simple beam, cantilever, fixed-fixed beam, overhang, support reactions, shear/moment/deflection plots, or a small educational beam mechanics movie/artifact.
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lamm-mit Bundle Fracture MechanicsRun parameterized 2D lattice fracture simulations from the Fracture and Mechanics notebook as offline artifacts. Use when asked to simulate a pre-cracked triangular lattice, Mode I tension, Mode II shear, Morse/Lennard-Jones/MLIP pair potentials, temperature effects, strain-rate effects, crack propagation, stress-strain curves, or fracture movies. Produces an animated movie, stress-strain plot, final lattice image, CSV data, JSON run metrics, and README by running a bundled Python script.
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jcastilloa Bundle Gaz MCP DBUse the gaz-mcp read-only SQL proxy to inspect MySQL or PostgreSQL databases, discover schemas, explain queries, and retrieve focused data safely. Use when a configured gaz-mcp server exposes sql_query and the task requires database exploration or analysis without writes.
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jcastilloa Bundle Gaz MCP DiagnosticsInstrument and diagnose Go processes with the gaz-mcp diagnostics module and MCP tools, including pprof profiles, flame graphs, grouped goroutine stacks, expvar metrics, database/sql pool statistics, and evidence-backed heuristic suspicions. Use when adding diagnostics endpoints to a Go service or investigating CPU, memory, allocation, contention, goroutine, file-descriptor, scheduler, cgroup, host-resource, or SQL-pool problems.
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yunjuetech Skill 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 creating new spreadsheets, reading/analyzing data, modifying existing spreadsheets, or recalculating formulas.
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skillmedev Skill A B Test AnalyzerAnalyzes an A/B experiment to a defensible verdict - sample-size and minimum-detectable-effect math, two-proportion significance testing with confidence intervals, and checks for the traps that fake a win (peeking, sample ratio mismatch, multiple comparisons). Use when someone asks "is this test significant", "did variant B win", "how long should I run this experiment", "what sample size do I need", or shows experiment results and asks whether to ship. Do NOT use for logging and organizing ML training runs - use experiment-tracking instead; for causal questions without a randomized experiment use causal-inference; for general funnel or metric investigation use funnel-analysis or product-analytics.
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skillmedev Skill Revenue ModelingBuilds SaaS revenue models - a reconciling MRR/ARR bridge, cohort retention forecasting, a driver tree from leads to new ARR, and base/upside/downside scenarios. Use when someone asks "model my ARR for next year", "what will MRR be if churn doubles", "build a revenue forecast for the board", "why doesn't my MRR bridge tie out", or "what NRR do we need to hit our plan". Do NOT use for sizing the market opportunity - use market-sizing instead; for CAC, LTV, and payback analysis use unit-economics; for a full P&L or headcount-driven operating model use fpa-model; for cash timing and runway use cash-flow-forecast.
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harbor-framework 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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harbor-framework Skill Image OcrExtract text content from images using Tesseract OCR via Python
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harbor-framework Skill Openai VisionAnalyze images and multi-frame sequences using OpenAI GPT vision models
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harbor-framework Skill Video Frame ExtractionExtract frames from video files and save them as images using OpenCV
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dobroslavradosavljevic Bundle Is BotBuild, review, debug, migrate, or plan User-Agent bot/crawler/spider detection with the isbot npm package (v5). Use for isbot, is-bot, isBot, isBotNaive, getPattern, list, createIsBot, createIsBotFromList, findBotMatch, findBotMatches, findBotPattern, findBotPatterns, Googlebot, Lighthouse, crawlers, spiders, analytics bot filtering, reverse-dns-lookup verification, and v3/v4/v5/v6 export migrations.
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cookiemoonpie Bundle Google Scholar Lab文献检索与整理流水线:从问题描述自动提炼检索关键词 → 检索 Google Scholar → 自动标注 → 导出 xlsx。当用户要检索/调研/整理学术文献,或给出一个研究问题想找相关论文时使用。
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cookiemoonpie Skill Manage对检索到的文献自动标注(中文标题/问题/方法/相关性)并导出 xlsx。
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clostaunau Bundle Django ConventionsComprehensive Django best practices covering project structure, models (field choices, Meta options, managers, QuerySets, migrations), views (CBVs vs FBVs, generic views), Django REST Framework (serializers, ViewSets, permissions), forms, templates, security (CSRF, XSS, SQL injection), performance (N+1 queries, select_related, prefetch_related, caching), testing, and common anti-patterns. Essential reference for Django code reviews and development.
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plausibleba Skill Ba Taxonomy StandardShared conventions used across all PlausibleBA skills. Load this skill whenever producing, validating, or comparing any PlausibleBA taxonomy — Capability Maps, Concept Models, Value Streams, or any other structured artefact. It defines the numbering system, column order, naming conventions, MECE rules, and XLSX formatting standards that keep all outputs consistent and cross-referenceable.
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zzxcoding Bundle Flydb CLI Release使用和排查 Flydb CLI 发行包,包括安装、迁移预演与执行、本机 Web 工作台、JSON/Plan 输出、MCP 调用和 JDBC 驱动接入。用户提到 bin/flydb、flydb web、flydb.conf、flydb-cli ZIP、FLYDB 错误码、长迁移或失败恢复时使用。自带运行参考;迁移 SQL 编写与多环境流水线分别交给同族专门技能。
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zzxcoding Bundle Flydb Migration Scripts创建、修改和组织 Flydb 的 V/R/U 迁移 SQL,处理命名、版本族与目录版本、路径过滤、占位符和历史 checksum。用户要写迁移脚本、重组 locations 或修正脚本相关 FLYDB-2xxx 错误时使用;数据库执行与恢复操作交给 flydb-cli-release。
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hmbown Skill Query WritingFor writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations
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hmbown Skill Schema ExplorationFor discovering and understanding database structure, tables, columns, and relationships
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skillmedev Skill Power Bi DaxWrites correct, fast DAX measures with proper filter context, time intelligence on a marked date table, and VertiPaq-friendly patterns, diagnosing slow visuals down to the storage-vs-formula engine split. Use when someone asks "why does my DAX measure return the wrong total", "write a YTD or year-over-year measure", "my Power BI report is slow", "CALCULATE isn't doing what I expect", or "measure vs calculated column". Do NOT use for Tableau calculated fields and dashboard design - use tableau-best-practices instead; for writing warehouse SQL and turning query results into findings - use sql-to-insights instead; for Excel or Google Sheets financial models - use spreadsheet-model-builder instead.
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 te-meta, office-xlsx, flydb-migration-scripts. 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.