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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cleanexpo Skill Performance Attribution LeadSenior Performance Attribution Lead (15+ yr calibration). Monitors portfolio metrics across the 4-tier reporting cadence (Hyper-Care daily · Tier 1 weekly · Tier 2 monthly · Tier 3 quarterly). Renders reports from `.claude/memory/reporting-templates.md` against verification-gate state. Surfaces canary signals + threshold breaches + same-day incidents. Closes every report with explicit gate-state tags per metric, cross-funnel separation enforced, and same-day-incident bypass routing. Feeds structured metric blocks to analytics-lead via `PerformanceAttributionOutput` contract. Reads ceo-foundation.md + verification-gates.md + reporting-templates.md at every invocation.
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cleanexpo Skill Database ReviewReview queries for optimisation, missing indexes, RLS, SQL injection, and migration safety
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dannykkh Bundle Excel2md.xlsx 엑셀 파일 읽기/변환 전문 스킬. JSON/마크다운 변환, 임베디드 이미지 자동 추출, 시트별 파일 생성. ".xlsx", "엑셀", "excel", "스프레드시트" 요청에 실행.
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dannykkh Bundle Database Schema DesignerDesign production-ready database schemas for SQL and NoSQL databases. Use when user asks to "design schema", "create tables", "database design", "ERD", "data model", or when starting a project that needs database structure. Triggers on "normalize", "migration plan", "index strategy", "테이블 설계".
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zai-org Bundle XLSX AuthorProduce a professional .xlsx workbook on disk with openpyxl — formula construction rules, colour conventions, and the mandatory recalc/error-check step before delivery. Use for any tabular deliverable that belongs in a file — valuation models, comps spreads, screen shortlists, batch risk tables, holdings breakdowns.
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zai-org Bundle Deal CompsAssemble a precedent-transaction set by hand for a specific deal — identify candidate transactions from stock events and announcement search, extract the announced terms from the announcements themselves, and compute transaction multiples (EV/EBITDA, EV/Revenue, P/E) and 控制权溢价 against a stated pre-announcement reference date. Delivers either a Markdown snapshot or an Excel workbook. Use when a banker or corp-dev team asks what comparable deals paid, what the precedent multiples are, or what premium the market has accepted for control.
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zai-org Skill Sources UsesBuild a sources and uses schedule with the pro-forma capital structure in Excel for a specific transaction — purchase-price build, the equity-value to enterprise-value bridge, refinanced debt, fees and expenses, funding from cash on hand, new debt, new equity and rollover, and pro-forma leverage and coverage. Use when a banker, corp-dev team, or CFO asks how a deal gets funded, what the total funding need is, or what the balance sheet looks like the day after close.
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zai-org Skill Audit XlsAudit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula errors", "QA this spreadsheet", "sanity check this", "debug model", "model check", "model won't balance", "something's off in my model", "model review".
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zai-org Skill Lbo ModelBuild or complete LBO (Leveraged Buyout) models in Excel for private equity transactions, deal materials, or investment committee presentations. Works from a user-provided template when one exists, or builds the standard structure (Sources & Uses, Operating Model, Debt Schedule, Returns) from scratch. Fills in formulas, validates calculations, and ensures professional formatting standards.
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zai-org Skill Capital RaiseModel a primary issuance in Excel — 定增 (private placement), 配股 (rights issue), IPO, or 可转债 (convertible bond). Sizes the raise, sets out the pricing basis and discount against a stated reference price, allocates use of proceeds, and models pre- and post-money ownership, EPS dilution, and the effect on the 实际控制人's stake. Use when a CFO, banker, or board adviser asks how large a raise can be, what it prices at, or how much it dilutes existing holders.
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zai-org Skill Comps AnalysisBuild institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format. **Perfect for:** - Public company valuation (M&A, investment analysis) - Benchmarking performance vs. industry peers - Pricing IPOs or funding rounds - Identifying valuation outliers (over/under-valued) - Supporting investment committee presentations - Creating sector overview reports **Not ideal for:** - Private companies without comparable public peers - Highly diversified conglomerates - Distressed/bankrupt companies - Pre-revenue startups - Companies with unique business models
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zai-org Skill Accretion DilutionBuild an accretion/dilution (merger consequences) model in Excel for a specific acquisition — standalone earnings for acquirer and target, consideration mix of cash/stock/debt, exchange ratio, financing cost, phased synergies, pro-forma EPS against standalone, and the breakeven synergy and breakeven exchange ratio. Use when a banker, corp-dev team, or board adviser asks whether a deal is accretive or dilutive, what exchange ratio the deal supports, or how much synergy it takes to break even.
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zai-org Skill Relational Database MCP Cloudbase[Deprecated] This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `queryMysqlDatabase`, `manageMysqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates. New environments should use PostgreSQL — see postgresql-development skill instead.
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justcyl Bundle OfficecliCreate, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.
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justcyl Skill Siyuan CLI操作思源笔记的 CLI 工具。当用户要求管理思源笔记的笔记本、文档、块、标签、搜索、SQL 查询、导入导出、资源、同步,或配置 auth、AI chat、MCP Server 时使用此 skill。
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justcyl Bundle Lark Drive飞书云空间:管理云空间中的文件和文件夹。上传和下载文件、创建文件夹、复制/移动/删除文件、查看文件元数据、管理文档评论、管理文档权限、订阅用户评论变更事件、修改文件标题(docx、sheet、bitable、file、folder、wiki);也负责把本地 Word/Markdown/Excel/CSV 以及 Base 快照(.base)导入为飞书在线云文档(docx、sheet、bitable)。当用户需要上传或下载文件、整理云空间目录、查看文件详情、管理评论、管理文档权限、修改文件标题、订阅用户评论变更事件,或要把本地文件导入成新版文档、电子表格、多维表格/Base 时使用。
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justcyl Bundle Officecli XLSXUse this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, or extracting data from any .xlsx file; editing, modifying, or updating existing workbooks; working with formulas, charts, pivot tables, or templates; importing CSV/TSV data into Excel format. Trigger whenever the user mentions 'spreadsheet', 'workbook', 'Excel', 'financial model', 'tracker', 'dashboard', or references a .xlsx/.csv filename.
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justcyl Bundle Officecli Data DashboardUse this skill when the user wants to create a data dashboard, analytics dashboard, KPI dashboard, or executive summary from CSV/tabular data in Excel format. Trigger on: 'dashboard', 'KPI report', 'analytics summary', 'data visualization', 'CSV to Excel dashboard', 'executive dashboard', 'metrics dashboard'. Output is always a single .xlsx file.
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justcyl Bundle Officecli Financial ModelUse this skill when the user wants to build a financial model, 3-statement model, DCF valuation, cap table, scenario analysis, or financial projections in Excel. Trigger on: 'financial model', '3-statement model', 'DCF', 'cap table', 'pro forma', 'projections', 'sensitivity analysis', 'waterfall', 'debt schedule', 'break-even', 'discounted cash flow', 'capitalization table', 'fundraising model', 'WACC calculation', 'scenario analysis model'. Input is a text prompt with assumptions. Output is a single .xlsx file with formula-driven, interconnected statement sheets.
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kimtth Skill SQLUse when: write or review correct, set-based SQL with safe parameters and sensible indexing.
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gabrielmoreira Skill SurfUse this skill — NOT browser or web_fetch — for ALL Surf crypto-data calls. 83 endpoints at localhost:8402/v1/surf/* covering CEX/DEX markets, on-chain SQL over 80+ ClickHouse tables (Ethereum, Base, Arbitrum, BSC, TRON, HyperEVM, Tempo), 100M+ labeled wallets, prediction markets (Polymarket + Kalshi), social/CT intelligence, news, project + DeFi metrics, token analytics, unified search, VC fund intelligence. x402-gated via ClawRouter's local wallet — no Surf account or API key required.
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gabrielmoreira Skill PredexonUse this skill — NOT browser or web_fetch — for ALL Polymarket, Kalshi, Limitless, Opinion, Predict.Fun, dFlow, UMA oracle, and prediction market data. Provides structured API at localhost:8402/v1/pm/* for markets, cross-venue search, leaderboard, smart money, wallet analytics, wallet identity & clustering, UMA resolution status, and odds.
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0xe1337 Bundle Feishu Sync双向同步 Markdown 与飞书文档。下载飞书 docx/wiki → md(带 metadata 增量缓存);上传 md → 飞书 docx(自动检测 LaTeX 公式,有公式走 uploader 渲染,无公式走 feishu-docx);额外支持 CSV/MD-table/TSV → 飞书电子表格(Sheets,类 Excel 独立页面)。面向所有使用飞书的个人/团队/AI agent,portable,首次调用自装依赖,零硬编码业务信息。
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1596941391qq Skill Anything To MdUniversal document to Markdown converter. Convert any file (PDF, Word, Excel, PPT, images, audio, video, YouTube URLs) to clean LLM-ready Markdown. Use when: - User wants to convert documents to Markdown - User needs to process entire directories of files - User has YouTube videos or audio files to transcribe - User wants to prepare content for LLM processing Triggers: "convert to markdown", "anything to md", "document to md", "pdf to md", "batch convert", "youtube transcript" PDF Backend Priority: 1. MinerU (mineru CLI) - High-quality OCR-based extraction with layout detection, table recognition, formula extraction. Best for Chinese/CJK PDFs, scanned documents, and image-heavy presentations. 2. MarkItDown (Microsoft) - Fast text-based extraction for simple text PDFs. 3. pypdf - Last resort fallback for basic text extraction. Video Intelligent Routing: 1. PROBE: Detect embedded subtitles, sidecar files, audio tracks, on-screen text (sample frame OCR) 2. DECIDE: Choose optimal strategy based on content type 3.
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chandlerf97 Bundle Fund Analysis分析基金持仓数据,生成区域分布、策略分布、相关性分析报告,输出Markdown和PDF格式。适用于基金E账户APP导出的Excel文件分析。
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chevalierongithub Bundle Property HuntAutomated UK flat hunt. Searches SpareRoom, OpenRent and Zoopla for 1-bed and 2-bed flats across your target postcodes, deduplicates and price-tracks them in a spreadsheet, writes ready-to-send outreach messages for the best finds, and emails you a phone-friendly summary. Reads every personal setting from config.md.
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tomevault-io Bundle DBInteract with the TMI PostgreSQL database for queries and administration. Use when asked to show data, check tables, or run SQL queries. Use when this capability is needed.
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tomevault-io Bundle M4Use when working with the following block is the public reference SQL used to construct the
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tomevault-io Bundle SQLGuide for working with SQL queries, in particular for SQLite. Use this skill when writing SQL queries, analyzing database schemas, designing migrations, or working with SQLite-related code. Use when this capability is needed.
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tomevault-io Bundle Youtube AnalyticsRetrieve and analyze YouTube channel stats, video performance, and content trends Use when this capability is needed.
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tomevault-io Bundle SQL DaoSQL data access best practices for AIRBot reviewers Use when this capability is needed.
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tomevault-io Bundle Use MinrlmDelegate large-data tasks to minRLM via `uvx minrlm` CLI. Use when working with large files (logs, CSV, JSON, code repos, documents) that are too big to fit in context, or when asked to search/aggregate/extract from large data. Also use when the user explicitly asks to use RLM or minRLM. Requires `uvx` or `uv` to be available. Can also be used with python3 -m minrlm. Use when this capability is needed.
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tomevault-io Bundle Streamsql当需要创建实时数据聚合、窗口统计、流式计算、设备数据分组聚合等规则链时使用,或当使用 x/streamAggregator 和 x/streamTransform 组件时使用。包含完整的 SQL 语法、窗口类型和配置示例 Use when this capability is needed.
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tomevault-io 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. Use when this capability is needed.
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tomevault-io Bundle Smart Query Analyzer智能问数分析专家,深度理解业务问题,自动生成SQL查询,执行数据检索,生成可视化图表,并提供深度数据分析。 Use when this capability is needed.
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tomevault-io Bundle SQL ReportingConventions and review steps for writing analytics SQL against the warehouse. Use whenever the task involves querying tables, building a report, or aggregating metrics. Use when this capability is needed.
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 performance-attribution-lead, database-review, excel2md. 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.