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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dreamers-laboratory Skill Directory ManagementKeep working directories clean with minimal files and no unnecessary copies. Use when the agent is asked to clean, organize, declutter, deduplicate, archive, prune, or consolidate folders; create or manage temporary scripts, previews, logs, manifests, generated analysis, backups, CSV/XLSX exports, screenshots, drafts, or stale historical versions; decide where temporary artifacts should live; or prevent a tool or skill from creating a relative project-local `tmp/` folder for scratch work.
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darkneoss Bundle Facturalmfacturalm — Facturas (CFDI) a Excel
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loulanyue Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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loulanyue Skill X APIX/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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loulanyue Skill X API 2X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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loulanyue Skill X API 3X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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loulanyue Skill X API 4X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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loulanyue Skill X API 6X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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loulanyue Skill Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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loulanyue Skill Clickhouse Io 6ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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loulanyue Skill Django Security 3Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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loulanyue Skill Django Security 4Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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loulanyue Skill Clickhouse Io 2ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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loulanyue Skill Django Security 5Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。
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loulanyue Skill Clickhouse Io 4ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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loulanyue Skill Django Security 6Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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loulanyue Skill Django Security 2Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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pharder56k Bundle Quote Generator工程量清单报价表生成:从飞书多维表或 Excel 文件读取报价数据,渲染为专业 PDF 报价单,自动发送到飞书对话并上传至飞书文档。当用户说 /报价、/quote 或提到生成报价单、报价表、工程量清单时使用。
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barastrong Bundle Bi AnalystUse when building business intelligence dashboards, data models for BI tools, KPI reporting systems, or self-service analytics platforms. Trigger phrases: "BI dashboard", "Power BI", "Tableau dashboard", "Looker", "Metabase", "self-service analytics", "executive dashboard", "data model for BI", "semantic layer", "star schema", "KPI report", "business dashboard", "OLAP", "cube", "drill-down", "DAX", "LookML", "measures and dimensions".
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barastrong Bundle Data AnalystUse when performing data analysis, generating reports, building dashboards, writing SQL queries for business insights, or interpreting data trends. Trigger phrases: "analyze data", "data report", "SQL query for insights", "business metrics", "KPI dashboard", "Excel/Sheets analysis", "Tableau", "Looker", "Power BI", "data visualization", "cohort analysis", "funnel analysis", "A/B test results", "pivot table", "ad-hoc analysis".
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barastrong Bundle Data ScientistUse when building statistical models, running experiments, doing predictive analytics, machine learning for business problems, or translating business questions into quantitative solutions. Trigger phrases: "predictive model", "statistical analysis", "hypothesis testing", "A/B test design", "classification model", "regression model", "clustering", "recommendation system", "customer segmentation", "churn prediction", "forecasting", "feature engineering", "Jupyter notebook", "scikit-learn", "R analysis".
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s0ld13rr Skill Web XxeXML External Entity injection detection→file-read/SSRF→proof for web apps. Use when the app parses XML you influence - SOAP/REST XML bodies, SAML, RSS/Atom, DOCX/XLSX/SVG/XML file uploads, sitemap import, SVG avatars. Triggers - Content-Type application/xml or text/xml, <?xml, SOAPAction header, SAMLResponse, .docx/.svg upload, XML parse error.
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s0ld13rr Skill Web SqliSQL injection detection→exploitation→proof for web apps and APIs. Use when a parameter reaches a DB query, when input triggers a SQL error / boolean or time differential, or during VULN-ASSESSMENT/EXPLOITATION on a web target. Triggers - sql syntax error, ORA-/MySQL/psql/SQLite error string, ' or 1=1, order by, sleep-based delay, login bypass, id/search/filter param.
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samin12 Bundle XLSXCreate, read, edit Excel .xlsx workbooks and CSVs.
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samin12 Bundle Heartbeat LogThis skill should be used when the user asks to "show heartbeat log", "heartbeat history", "what has woterclip done", "show agent activity", "summarize heartbeats", or wants to analyze past heartbeat activity. Parses heartbeat-log.jsonl for summaries and analytics.
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samin12 Bundle ReviewPre-landing PR review. Analyzes diff against the base branch for SQL safety, LLM trust boundary violations, conditional side effects, and other structural issues. Use when asked to "review this PR", "code review", "pre-landing review", or "check my diff". Proactively suggest when the user is about to merge or land code changes.
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samin12 Bundle Ytstudioytstudio - YouTube Analytics & Management
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dimon-ton Bundle Phontan Schedule ReaderExtract and analyze school schedules from Phontan (โรงเรียนบ้านโพนแท่น) Excel files. Use this skill whenever the user wants to read, search, or analyze the school schedule — find a teacher's classes, list classes by day/time, extract student schedules, or get structured schedule data. Works with Elementary (ป.1-3), Junior High (ม.1-3), and Primary (ป.4-6) grades for any semester/year.
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dimon-ton Bundle Phontan Teacher AnalysisAnalyzes teacher workload for โรงเรียนอนุบาลเมืองพนมไพร from the schedule Excel file. Use this skill whenever the user asks about teacher workload, how many periods each teacher teaches, which subjects each teacher teaches, or anything related to teacher schedule analysis. Trigger phrases: "analyze teacher", "teacher workload", "วิเคราะห์ครู", "ภาระงานครู", "วิชาที่ครูสอน", "ครูสอนกี่คาบ", "show teacher analysis", "how many periods". Always run this skill proactively when the user says "analyze again" in context of teachers/schedule.
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sergeesteves Bundle DataforseoPlaybook pour utiliser l'API DataForSEO (SERP, AI Optimization/GEO, Keywords Data, Labs, Backlinks, On-Page, Content/Domain Analytics, Merchant/App/Business) via le serveur MCP `dataforseo`. Sert à choisir le bon endpoint + le bon mode (live vs task vs Labs) ET à maîtriser le coût (API prépayée, facturée à l'appel). À utiliser dès qu'on veut du volume de recherche, du SERP, des mentions de marque dans les réponses IA (AI Overviews/ChatGPT), des backlinks, un audit on-page, de la recherche de mots-clés/concurrents, ou tester une requête DataForSEO en local.
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viksyahq Bundle AI Readiness AssessmentCompanion skill for the Viksya AI Transformation Readiness Scoring Model (paid Excel product). Use whenever a user wants to assess their organisation's AI readiness, run an AI transformation readiness assessment, generate an AI readiness score or dashboard, or complete the AI Readiness Scoring Model. Triggers include: "AI readiness", "AI transformation assessment", "how ready are we for AI", "score our AI maturity", "AI readiness report", "AI readiness dashboard", or any mention of assessing readiness across dimensions like data readiness, AI governance, AI talent, change management, or technology infrastructure for AI. Requires the user to attach their purchased Scoring Model .xlsx before any assessment work — do not conduct the assessment free-form without it.
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dimon-ton Skill Excel VbaRead, edit, add, delete, and run VBA macro code inside Excel .xlsm files using win32com (pywin32). Trigger when user wants to read VBA code, edit or rewrite a VBA module, add a new macro, delete VBA code, or run an existing macro in an Excel file. Also trigger on phrases like "read VBA", "edit macro", "run macro", "add VBA code", "modify VBA", "write VBA to excel", "excel macro python", "win32com VBA".
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shuotao Skill Smoke Exhaust排煙窗法規檢討:無窗居室判定、無開口樓層判定、排煙有效面積計算、剖面標註、Excel 報告匯出。觸發條件:使用者提到排煙、排煙窗、無窗居室、無開口樓層、建技規§101、消防§188、天花板下80cm、有效開口、煙層。工具:check_smoke_exhaust_windows、check_floor_effective_openings、create_section_view、create_detail_lines、create_filled_region、create_text_note、export_smoke_review_excel。
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shuotao Skill Excel To Legend將 Excel 中的 worksheet 批次匯入 Revit Drafting View,忠實還原合併儲存格、表格框線、Excel 原始 column/row 尺寸與長文字 wrap 行為,並在覆蓋舊 view 時自動還原所有 sheet 上的 viewport 位置。觸發條件:使用者提到 excel 表格、excel to drafting、excel to legend、表格匯入 revit、批次匯入 excel、面積計算表匯入。**永遠優先使用 `import_excel_to_drafting_views` 一站式命令**——不要先呼叫 `read_excel_tables` 再 chain `create_legends`,那是過時的多步驟模式,已被一站式命令取代。`create_legends` / `read_excel_tables` 僅在「需要 Legend View 而非 Drafting View」或「純讀取 Excel 結構不建 view」這兩種特殊情況下才使用。
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shuotao Skill Partition TakeoffRevit 輕隔間牆數量計算與 CSV 報表更新。觸發條件:使用者提到輕隔間、隔間牆、partition wall takeoff、TYPE 牆、牆面積、扣除門窗開口、物流中心_ALL_輕隔間數量計算、更新既有輕隔間 CSV。
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shuotao Skill Scale Drafting WidthDraftingView 表格縮放:支援寬度(X 軸)和行高(Y 軸)獨立縮放。寬度以左邊緣為錨點,行高以上邊緣為錨點,將 DetailCurve 和 TextNote 座標按比例縮放。適用於 Excel 匯入後微調表格欄寬、行高、統一多張表格的視覺比例。觸發條件:使用者提到縮放、scale、表格寬度、欄寬調整、行高、列高、縮小表格、放大表格、scale width、scale height、drafting view 寬度、drafting view 高度。工具:scale_drafting_view_width、scale_drafting_view_height。
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 directory-management, facturalm, clickhouse-io. 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.