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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ziadnagar Bundle Analytics TrackingUse this skill when implementing analytics and tracking — GA4 setup, event taxonomy, conversion tracking, Google Tag Manager, dataLayer, UTM strategies, consent management, server-side tracking, and debugging with DebugView.
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userinner Bundle Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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kora-projects Bundle Kora Database JdbcKora JDBC repositories — @Repository extends JdbcRepository, @Query, @EntityJdbc, SQL macros, @Batch, transactions via inTx(), HikariCP under `db`. Use when adding a Postgres/MySQL/Oracle repository or debugging repository graph errors.
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blockmatic Bundle Drizzle Orm V0Drizzle ORM for TypeScript — type-safe SQL queries, schema definitions, migrations, and relations. Use when building database layers in TypeScript applications.
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aydincan Bundle Dava Dosya TakipDava dosyası işleme: yapılandırılmış dosya özeti, taraf-vekil ve süre takvimi, vakıa kronolojisi, delil dizini ve eksik/çelişki listesi; dosyaya hızlı hâkim olmayı sağlayan Excel'lenebilir çıktılar. Bu beceriyi Dava ve Dosya Takip Yardımcısı alanındaki sorular, olaylar ve belgeler için kullan (dosya özeti, kronoloji, süre takvimi, taraf vekil tablosu, delil dizini, duruşma, eksik liste, UYAP). Alan dışı konularda tetiklenme.
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marius-townhouse Skill Index Signature AlternativesUse when defining object types with dynamic keys. Use when tempted to use index signatures. Use when parsing CSV or JSON data.
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znlgis Skill SodUse when needing a multi-paradigm .NET ORM with SQL-MAP (MyBatis-style XML mapping), OQL (Object Query Language), and traditional ORM. PDF.NET SOD: combines ORM + SQL-MAP + OQL for flexible .NET data access.
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znlgis Skill NpoiUse when reading/writing Excel (.xls/.xlsx) or Word (.doc/.docx) files in .NET without Microsoft Office — data import/export, report generation, template filling. NPOI: .NET port of Apache POI for Office file I/O in server environments.
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chendongqi Skill Data Analytics Business Intelligence商业智能助手 - 专业的BI系统设计与业务决策支持专家。适用场景: (1) BI报表与仪表板设计 (2) KPI指标体系构建与监控 (3) 业务数据可视化方案 (4) 管理驾驶舱设计 (5) 自助分析平台规划 (6) BI工具选型与实施 (7) 数据驱动决策支持 触发关键词:商业智能、BI报表、仪表板、Dashboard、KPI、数据可视化、管理驾驶舱、自助分析、决策支持、数据看板、经营分析
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chendongqi Skill Data Analytics User Behavior Analyst用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景: (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词:用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析
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okwinds Skill Data Fixer数据修复(人类应用示例):按确定性规则生成 fixed.csv 与 validation_report.json。
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okwinds Skill Data Importer数据导入(人类应用示例):读取 input.csv 并提取需要修复的问题。
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okwinds Skill Data Import Fixer数据导入校验与修复:读取 CSV → 生成修复后的 CSV + 校验报告 → 运行离线 QA 校验。
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rweisssieker-xp Skill Blocking AnalysisAnalyze SQL blocking, deadlocks, lock waits, root blockers, affected AX tables, and recommended low-risk remediation.
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rweisssieker-xp Skill Index Risk ReviewReview SQL Server missing-index and plan-warning evidence through AX-specific risk, write overhead, existing index overlap, and rollback guidance.
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rweisssieker-xp Skill Daily Health CheckRun a daily AX 2012 and SQL Server health check with prioritized risks, module health scores, root causes, and management summary.
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rweisssieker-xp Skill Powerbi Report ExportExport AXPA findings and metrics for Power BI CSV datasets or streaming endpoint push when credentials are configured.
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rweisssieker-xp Skill Batch Job OptimizationAnalyze Dynamics AX 2012 batch jobs, SysOperation workloads, collisions, runtime trends, and SQL side effects to recommend safer scheduling and tuning actions.
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rweisssieker-xp Skill AI SQL Plan InterpreterInterpret SQL plan and query findings for AX workloads.
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rweisssieker-xp Skill Ax Performance AnalysisAnalyze Dynamics AX 2012 R3 performance by correlating SQL Server, AOS, batch, Trace Parser, and DynamicsPerf evidence into prioritized explainable findings.
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rweisssieker-xp Skill SQL Server Query TuningInterpret SQL Server 2016 performance evidence for Dynamics AX 2012 workloads, including expensive queries, waits, indexes, statistics, plan cache, Query Store, and parameter sniffing.
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rweisssieker-xp Skill AI Change Risk PredictorClassify risk for proposed AX/SQL remediation actions before implementation.
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rweisssieker-xp Skill AI Evidence Gap DetectorDetect missing evidence required for confident AX/SQL diagnosis.
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rweisssieker-xp Skill AI Query To Ax Code MappingMap expensive SQL query evidence to AX tables and candidate X++ owners.
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rweisssieker-xp Skill AI Batch Scheduler OptimizerPropose safer AX batch scheduling based on batch-related findings and SQL pressure.
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rweisssieker-xp Skill Legacy Modernization AdvisorEvaluate AX 2012 legacy risk, SQL Server 2016 lifecycle exposure, D365 migration signals, and modernization drivers.
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rweisssieker-xp Skill Statistics Maintenance ReviewAnalyze stale SQL statistics, modification counters, plan risk, and maintenance-window recommendations for AX workloads.
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rweisssieker-xp Skill Query Store Regression AnalysisAnalyze Query Store and plan-cache runtime evidence for SQL plan regressions and release-gate decisions.
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rweisssieker-xp Skill Traceparser Dynamicsperf AnalysisAnalyze Trace Parser and DynamicsPerf evidence, including long-running X++ code, SQL queries, call counts, call trees, and Query-to-X++ links.
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moizibnyousaf Bundle SummarizeSummarize any block of text using the `summarize` CLI (chained-in from steipete/summarize — npm package `@steipete/summarize`). Use whenever the user pastes a long piece of content and asks for a TL;DR, a summary, a digest, a gist, a condensed version, or key points — even if they don't explicitly say "use summarize". Also chains into `mktg-transcribe --summarize` for audio/video TL;DRs and source-digestion workflows to condense long articles. Requires the `summarize` CLI to be installed (`mktg doctor` will tell you if it's missing). Do NOT trigger for structured data (JSON/CSV/code), for text already shorter than ~500 words, or when the user wants the full content preserved.
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skills-agents-co Bundle Office TellsMandatory anti-AI quality gate for every PowerPoint (.pptx), Word (.docx), and Excel (.xlsx) file Claude creates or edits. Strips the visual, structural, and metadata tells that mark a document as machine-generated: pipe separators, em dashes, accent lines under slide titles, beige/default-blue/default-grey color choices, zebra table banding, excessive conditional formatting, Sheet1 names, library-default file metadata, hardcoded totals, and boilerplate section names. Use this skill BEFORE writing any code or content whenever the user asks to build, create, generate, make, write, edit, update, or produce a deck, slides, presentation, slideshow, pitch deck, PowerPoint, Word doc, document, report, memo, letter, brief, one-pager, template, spreadsheet, Excel file, workbook, financial model, tracker, budget, dashboard, or any .pptx/.docx/.xlsx file. Triggers even when the user does NOT mention "human," "natural," or "anti-AI" wording, the file type alone is the trigger. This is a behavioral overlay on the pptx, d
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skills-agents-co Bundle Investor UpdateDrafts a founder's periodic update to investors and LPs for review, then hands it back to the founder to send. This skill is the drafting engine, it does NOT connect to any source or send anything. It pulls the period's raw material from whatever is reachable in the session (a Slack MCP on the founder's updates, metrics, and team channels; a Gmail/Google Workspace MCP for customer-win, hire, partnership, and fundraise threads; an analytics or billing MCP like Stripe or Amplitude for numbers) or from material the founder pastes, and produces a complete email draft in the Elad Gil long or short format. Built for founders sending monthly or quarterly updates to investors and LPs. Use whenever the founder says "draft my investor update", "investor update", "write my monthly update to investors", "LP update", "write my investor email", "monthly investor email", "update to our investors", or "/investor-update".
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skills-agents-co Bundle Local Lead ProspectorAssembles an outreach list of local businesses for an SDR from an industry + region pair. Returns a CSV with name, category, address, phone, website, rating, review count, and a Google Maps source URL, plus a markdown summary. Listing data only. No decision-maker names, no personal emails, no LinkedIn scraping. Google Places API (New) is the preferred path and requires GOOGLE_MAPS_API_KEY. A Playwright + Chromium scrape of public Google Maps results exists as an opt-in fallback, gated behind an explicit confirmation, because scraping Google Maps is against Google's Terms of Service. Use this skill when an SDR asks to "find me dentists in Austin", "build a lead list for HVAC companies in Denver", "I need contacts for law firms in Chicago", "give me a prospecting list", or "who should I cold-call in this market". Do NOT trigger on single-consumer lookups like "find me a good dentist near me", "what is the best taco place in Austin", or "where should I take a client to dinner in SoHo". Those are one-shot recomme
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skills-agents-co Skill Financial PulseAnalyzes bank transaction data to produce a categorized 30-day spending breakdown and surfaces 3 specific things to look into based on 60-day trends. This skill is the analysis engine — it does NOT connect to any bank directly. It expects transaction data to be available in the session via a bank connector agent (e.g., Grasshopper MCP, Mercury MCP) or pasted/uploaded by the user. Use this skill whenever the user says "financial pulse", "check my spending", "money check-in", "where's my money going", "spending review", "run the pulse", "how am I doing financially", "spending trends", "what should I look into", "money audit", or any variation implying they want an actionable view of their financial health. Also use when transaction data is already in context (CSV upload, bank MCP connected) and the user asks for analysis. Always use this skill for spending analysis — do not freehand financial breakdowns without it.
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harlieunadjusted52 Skill Data Manager API Event IngestionGuides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries. Use this skill when the user wants to upload offline conversions, enhanced conversions for leads, click conversions, Google Analytics web or app events, or any other event ingestion use case supported by the Data Manager API. Don't use for uploading audience members (use the data-manager-api-audience-ingestion skill).
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dss-time Bundle Spreadsheet Data CleaningProfile, clean, standardize, transform, fill, or deduplicate spreadsheet or delimited data into an authorized new output with traceable rules, before/after statistics, an audit log, and validation of formulas, encoding, dimensions, and key summaries. Do not overwrite source data, guess critical values, or delete plausible records, and degrade to a cleaning plan when execution tools are unavailable. Use excel-data-quality-check-basic instead when the user requests only a read-only data-quality audit or issue report without changes or a cleaned copy. 对电子表格或分隔数据进行画像、清洗、标准化、转换、填补或去重,并在用户授权下生成新结果,提供可追踪规则、前后统计、审计日志及公式、编码、行列数和关键汇总验证。不得覆盖原始数据、猜测关键值或删除可能有效的记录;缺少执行工具时降级为清洗计划。用户只要求只读数据质量审计或问题报告,不要求修改或清洗副本时,应使用 excel-data-quality-check-basic。
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 analytics-tracking, django-security, kora-database-jdbc. 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.