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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cskwork Bundle Superoffice 2Business-document maker for Korean managers and executives. Generates, reads, and converts docx/pptx/xlsx/hwpx/pdf cross-platform with company branding and gate-checked output. Use for /superoffice, weekly/quarterly reports, docx proposals, pptx decks, xlsx settlement sheets or KPI dashboards, hwpx official letters, applying a company template/brand kit, extracting tables from an existing document, or converting between those formats. Educational handouts route to supercontent.
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cskwork Skill Superpm 2Produce product planning, strategy, research, analytics, and launch artifacts with independent critique. Includes PRDs, roadmaps, user flows, screen specs, implementation handoffs, and resume or policy-document review.
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cuiyucheng0104-afk Bundle Director Master 2山音超级导演大师——由 @山音 设计的导演视听技能,与「山音超级编剧大师」联动。 从剧本出发,完成导演定调、节奏规划、剧本微调、分镜拆解,最终生成标准九列分镜表(xlsx)。 分析了世界顶级导演的视听理论,内置数十种影片类型的导演风格模板库, 支持类型交叉组合。覆盖从概念超短片到长片的全格式分镜。 当用户提到分镜、分镜表、导演、镜头语言、运镜、构图、景别、剪辑节奏、 视听风格、摄影角度、导演风格、拍摄方案、分镜拆解、storyboard、 或任何涉及将剧本转化为可执行拍摄方案的请求时,务必使用此技能。 即使用户只是说"帮我拆分镜""这场戏怎么拍""给我一个导演方案"也应触发。 当用户已有编剧大师生成的剧本并想进入导演阶段时,也应触发。
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etalab-ia Bundle Datagouv Apis 2French State open data platform (data.gouv.fr) — search catalog, dataset metadata, organizations, download files, query tabular CSV rows (Tabular API), usage metrics (Metrics API), discover external APIs (dataservices). Use for consumption, analysis, or MCP-assisted exploration. Optional producer coaching (documentation/quality before publication on the platform).
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exploreomni Skill Omni Embed 2Embed Omni Analytics dashboards in external applications — URL signing, custom themes, iframe events, entity workspaces, and permission-aware content — using the @omni-co/embed SDK and REST API. Use this skill whenever someone wants to embed a dashboard, sign an embed URL, customize the embedded theme, handle embed events, listen for clicks or drills in the iframe, send filters to an embedded dashboard, set up entity workspaces, look up embed users, build a permission-aware content list, white-label an embedded dashboard, or any variant of "embed this dashboard", "customize the iframe theme", "handle click events from the embed", "filter the embedded dashboard", "set up embedding", or "what dashboards can this user see".
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googlarz Bundle Finance Assistant 2Personal finance assistant for budgeting, savings goals, investment tracking, debt optimization, tax preparation, insurance review, net worth tracking, and financial scenario modeling. Supports multi-currency, bank statement import (CSV/MT940/OFX), and locale-based tax rules. Use for any personal finance question: budget planning, expense tracking, portfolio allocation, FIRE calculations, debt payoff strategies, mortgage comparisons, tax deductions, insurance coverage, retirement planning, and life events with financial impact such as marriage, buying a house, changing jobs, having a baby, or going freelance.
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haoyuesheng1688 Bundle Excel Psychrometric Tool 2Build or refresh an Excel moist-air calculator workbook that derives the remaining psychrometric properties from any two independent inputs among air temperature, relative humidity, humidity ratio, and dew point temperature. Use when the user asks for an Excel tool, workbook, macro, or template for humid-air calculations, especially on Windows with desktop Excel already open and with requirements like red input cells, green output cells, calculation buttons, or reusable workbook automation.
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atompilot Skill Baostock 2BaoStock is a free, open-source A-share securities data platform providing historical K-line, financial statements, macroeconomic indicators, and industry classification data via Python API, returning pandas DataFrames.
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hophacker Skill Multi Source Diagnosis 2用于城市治理热线工单的"多源描述-诊断分析" Agent。强制走"字段理解 → 描述画像 → 异常提取 → 多假设诊断 → 复核清单"五步固定流程,在 01_热线工单表 / 02_网格巡查 / 03_资源排班 三表上做交叉描述与诊断,可引用 04_天气节假日 作为协变量、05_处置规则与政策口径 作为流程参考;强制结构化输出"事实卡片 + 竞争性假设 + 复核清单"三件套;绝不读取任何 07_教师参考_*.csv,绝不替代部门做 P0/P1/P2 处置决策。
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ianlkl11234s Skill Supabase Optimize 2為 Supabase RPC 產生 pre-aggregate pattern SQL 範本。當響應時間 > 1s、rows > 10k、或含 string_agg/ST_Union 時使用。依照 Mini Taiwan Pulse 專案的「普通 table + per-day refresh function + pg_cron + 薄 RPC」架構產生完整 SQL,含 advisory lock、cleanup、cron 排程。
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jeremylongshore Bundle Databricks Cost Leak Hunter 2Hunt down Databricks cost leaks — wasted DBUs, idle clusters, oversized SQL warehouses, and untagged runaway spend — and produce a FinOps cost report. Use when a user asks why their Databricks bill is high, wants to find cost leaks / wasted DBUs / idle clusters, or needs a FinOps cost report. Trigger with "databricks cost", "why is my databricks bill", "find wasted spend", "cost leak".
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maton-ai Bundle API Gateway 2Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected. Use this skill when the user names a connected app and a concrete action in it - read a mailbox, query a CRM, file an issue, update a spreadsheet, run a query through a connected search or scraping provider. Every call goes to an app the user connected. It is not a general-purpose browser or network client, and it cannot reach a service with no Maton connection. It also manages event triggers, webhook destinations that forward event payloads to an external URL until deleted, and local `--exec` handlers that run a script per event - separate, high-risk capabilities beyond a normal API call. Default to read and list calls; every write, connection, trigger, destination, or handler needs explicit user confirmation.
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take566 Skill Data Analysis 2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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wix Bundle Rp Source CSV 2CSV file source adapter: parse core, vendor fingerprinting (Shopify, WooCommerce, Magento, BigCommerce), layout inference, file-set handling, and read contract for codegen. Use when the migration starts from one or more CSV/export files instead of a live source URL.
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qiusuo0226 Bundle Job Research Analyst 3求职信息调研与职业决策分析。凡对公司、岗位、JD、招聘信息的调研/查询/分析,或求职、跳槽、择业决策支持,必须使用本技能;不确定时默认使用、禁止跳过。检索公开来源,整理岗位薪资、公司规模、扩张/收缩信号、员工体验;默认产出公司深度介绍 Word、薪资福利对比 Excel、员工评价与风险 Excel。只产出可核实信息,不编造。典型句式仅提示、不构成边界:查一下这个公司、查下这家公司、看一下这个岗位jd、看下这个JD、看看这个JD、解读JD、分析JD、这个岗位怎么样、这家公司怎么样、值不值得去、值不值得进、帮我调研、调研这家公司、公司调研、跳槽选哪家、对比这几家、这几家怎么选、offer怎么选、薪资多少、工资待遇、年薪多少、福利待遇、员工评价、口碑怎么样、有没有坑、坑不坑、稳不稳定、会不会裁员、投不投、要不要面、面试前调研、入职风险、公司深度介绍、求职调研、职业决策。English triggers: check this company, look at this JD, job description, company research, job research, career decision, salary comparison, compensation and benefits, employee reviews, is this company worth joining, offer comparison, job hopping. Use when the user runs /job-research-analyst.
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r04943083 Bundle Doc Search 2Search indexed documents (PDF, Word, Excel, PPT, TXT) using BM25 keyword search. Use for EDA tools, company docs, bug reports, and technical documentation.
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shuyu-labs Bundle Office To Md 2Convert Office documents (Word, Excel, PowerPoint, PDF) to Markdown format. ONLY use this skill when the user explicitly requests to CONVERT, TRANSFORM or PARSE a specific office file into Markdown. Do NOT trigger for general questions, documentation reading, or discussions about files.
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mepuka Skill Effect SQL DB 2SQL & Databases
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mindscale-noah Skill XLSX 2Use this skill whenever the user wants to do anything with Excel spreadsheet files (.xlsx, .xls, .csv). This includes reading data, writing formulas, manipulating cells, formatting, filtering, creating charts, pivot tables, and any spreadsheet automation tasks.
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xiaoyuge886 Bundle Investment Due Diligence Report 2投资尽调报告专业生成工具。当用户需要撰写投资尽调报告、尽职调查报告、投资分析报告时使用此skill。支持处理Excel财务数据、PDF文档等多种格式数据源,自动生成包含执行摘要、业务分析、财务分析、风险提示、投资建议等核心章节的专业报告。无论用户明确要求"写报告"还是提到"分析投资标的"、"评估项目"、"做DD"等相关需求时,都应使用此skill。
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yuping322 Bundle Findata Toolkit Us 2Financial data toolkit for US market analysis. Provides scripts to fetch real-time stock data (yfinance), SEC filings and insider trades (EDGAR), financial statement calculators (DuPont, Z-Score, M-Score, F-Score), portfolio analytics (VaR, stress testing, health scoring), multi-factor screening, and macro indicators (FRED). Use when you need live US market data to ground investment analysis. All data sources are free — no API keys required.
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yzfly Bundle Golang Security 2Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, reviewing, or auditing Go code for security, or when working on any risky code involving crypto, I/O, secrets management, user input handling, or authentication. Includes configuration of security tools.
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plausibleba Skill Ba Taxonomy Standard 2Shared 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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spacezephyr Bundle Data Analysis 2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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thelobbi Bundle Office Scripts 2Expert knowledge of Excel Office Scripts — Microsoft's TypeScript automation platform for Excel on the web, including the full ExcelScript API surface, TypeScript 4.0.3 restrictions, Graph API workbook integration, Power Automate connector limits, performance optimization, and common automation patterns.
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wotaso Bundle Analyticscli CLI 2Use AnalyticsCLI CLI as the deterministic, bounded interface for analytics queries, exports, and SDK validation in coding-agent workflows.
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xiaomimimo Bundle Create Data Context 2Create, update, inspect, or repair Data Analytics semantic layers. Use when the user asks to save data context or create a semantic layer that future Data Analytics work can inspect and cite.
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holobiomicslab Skill Msp To CSV Parsing 2Use when you have a .msp format MS/MS spectrum library (e.g., from MassBank or similar public databases) and need to convert it into individual CSV entries indexed by positive or negative ionisation mode for use as a custom fragment library in MetaboAnnotatoR annotation pipelines.
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holobiomicslab Skill Tabular Data Export 2Use when you have extracted MS1 or MS2 peak lists and scan headers from Thermo Fisher RAW files using MetaXtract and need to load them into pandas, NumPy, or external analysis tools.
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holobiomicslab Skill Sample Label Mapping 2Use when you have a raw peak table (CSV format, from any of 12 supported LC-MS software tools or standardized format) and a separate label file that assigns each sample to an experimental class (e.
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holobiomicslab Skill Tabular Data Cleaning 2Use when you have a CSV or table-format spectral peak list (with chemical shift, intensity, and metadata columns) destined for NMRformer or similar peak-to-metabolite assignment models, and you need to exclude low-quality peaks that would otherwise harm prediction accuracy.
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holobiomicslab Skill Msi Data Import CSV 2Use when you have MSI intensity data exported from MSiReader or SCiLS software as a plain-text CSV file (with peaks as columns and pixels/spots as rows), and you need to import it into R to perform pairwise mass difference calculations and adduct identification.
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holobiomicslab Skill Xcms Workflow Execution 3Use when you have raw LC-MS data files (mzML, netCDF, or raw vendor formats) from multiple samples and need to extract, align, and quantify chromatographic features across the cohort.
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holobiomicslab Skill Hrms Data Format Parsing 2Use when you have raw or processed HRMS/MS data from Q-Exactive, Agilent Q-TOF, Bruker Q-TOF, or SCIEX Q-TOF instruments in formats such as mzML, CSV peaklists, or vendor-specific formats, and you need to extract experimental fragment m/z values and their intensities for comparison against.
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holobiomicslab Skill Lc Ms Data Preprocessing 2Use when you have raw mzML files and corresponding feature tables (CSV format, mzmine-formatted) from untargeted LCMS experiments, and you need to convert them into uniformly-shaped peak matrices (2 × 120 per peak: margin + signal regions) as input for neural network classification of MS1 peak.
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holobiomicslab Skill Peak Matrix Construction 2Use when when you have raw mzML files and a corresponding feature table (CSV format, e.g., from mzmine) and need to generate peak matrices with fixed dimensions (e.g., 2 × 120) that encode margin vs. peak signal regions for training a neural network classifier to filter false positive LCMS peaks.
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 analyticscli-cli, create-data-context, superoffice. 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.