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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aravinds-wick Skill Substack Notes ScraperScrape Substack Notes metrics for a specific author and time period. Uses agent-browser to load the page, scrolls to fetch all posts, extracts metrics (likes, comments, restacks), and formats them as a structured spreadsheet (.xlsx). Use when the user runs /substack-notes-scraper, asks to scrape/analyze Substack notes, or wants a metrics report on Substack posts.
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jetbrains Bundle Performance Concurrency AdvisorAnalyze and improve performance, throughput, latency, and concurrency behavior in Kotlin plus Spring services using real evidence from metrics, traces, SQL, thread or heap signals, and code paths. Use when endpoints are slow, pools saturate, coroutines or reactive flows block unexpectedly, N+1 or contention appears, or caching and parallelism decisions need precise, non-generic guidance.
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dauquangthanh Bundle Kiss XLSX MarkdownTranslate between Excel (.xlsx) files and Markdown with high-fidelity round-trip. Use this skill whenever the user wants to convert a spreadsheet to Markdown, review or diff a workbook as text, edit cell values or formulas in Markdown and regenerate the .xlsx, or keep a canonical text version of a workbook alongside the .xlsx. Triggers: 'xlsx to markdown', 'excel to md', 'convert this workbook to markdown', 'edit this spreadsheet as text', 'rebuild this xlsx from markdown', 'export spreadsheet as markdown tables', 'round-trip my excel file'. Preserves sheets, formulas, merged cells, number formats, fills, fonts, column widths, freeze panes, named ranges, data validations, and charts via a sidecar meta.json. Not a replacement for the base xlsx skill when building a complex financial model from scratch — use that skill for new models, and use this one for round-trip translation.
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dauquangthanh Bundle Kiss Data Migration PlanDrafts the data migration plan for a project that replaces or upgrades a system with existing data. Covers migration strategy (Big Bang / Phased / Parallel Run / Trickle), source-to-target field mapping, data quality rules, extraction/transformation/load (ETL) outline, cutover window, rollback triggers, reconciliation approach, and post-migration validation checklist. Does not execute migrations or modify databases. Use when a Waterfall project involves migrating data from a legacy system, when a customer requires a formal migration runbook, or when data continuity is a contractual obligation.
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serejaris Bundle LongreadUse this skill when an agent (main agent or subagent) encounters a file too large to read in a single pass — e.g. cat, read_file, or Read tool hits size limits or truncates output. First assess whether the file is suitable for chunk-based parallel reading, then proceed accordingly. Supports PDF, DOCX, TXT, MD, PPTX files. NOT for structured data (CSV, DTA, XLSX, etc.).
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moliboy5000 Skill Skill Doc DeliveryConvert markdown to DOCX, PPTX, XLSX office documents. Use when: AUTOMATICALLY ACTIVATE when user requests:. Export knowledge work to office formats (e.g., "export to Word", "create PowerPoint", "convert to DOCX"). Generate professional documents from research (e.g., "create presentation from this synthesis")
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vignesh2027 Skill Healthcare AnalyticsActivates HealthcareAnalytics for clinical data analysis and healthcare intelligence. Use when you need HIPAA-safe outcomes analysis, HEDIS quality measure calculation, patient readmission risk scoring, hospital capacity planning and staff scheduling optimization, or healthcare resource utilization analysis. All outputs strictly HIPAA-compliant — no PHI in responses.
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vignesh2027 Skill ProductanalyticsosComplete product analytics intelligence — instrumentation strategy, funnel analysis, cohort analysis, feature adoption, retention modeling, experimentation, and building a data-informed product culture
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vignesh2027 Skill Supply Chain OptimizerActivates SupplyChainOptimizer for advanced supply chain network design and operational efficiency. Use when you need network optimization modeling (warehouse location, distribution routes), last-mile delivery cost analysis, multi-tier supplier risk assessment, supply chain digital twin design, or trade compliance and customs optimization.
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vignesh2027 Skill DatawarehousearchitectComplete modern data stack intelligence — data warehouse design (Snowflake/BigQuery/Redshift), dbt transformation layer, ingestion pipelines, data catalog, data quality, and building a data platform that the whole company can use
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takazudo Bundle XLSXSpreadsheet creation, editing, and analysis. Use when working with .xlsx, .xlsm, .csv, .tsv files for: (1) Creating spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modifying existing spreadsheets while preserving formulas, (4) Data analysis and visualization, (5) Recalculating formulas.
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dkbnull Skill SQLSQL开发专家助手。当用户需要进行SQL查询编写、SQL语法规范、跨数据库SQL开发、查询优化或SQL标准规范时调用。
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dkbnull Skill MysqlMySQL开发专家助手。当用户需要进行MySQL数据库设计、SQL优化、索引调优、分库分表或数据库运维时调用。
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dkbnull Skill SqlserverSQL Server开发专家助手。当用户需要进行SQL Server数据库开发、T-SQL编程、SSIS/SSRS、数据库管理或SQL Server性能优化时调用。
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dkbnull Skill PostgresqlPostgreSQL开发专家助手。当用户需要进行PostgreSQL数据库设计、SQL优化、存储过程、JSONB查询或高级数据库特性开发时调用。
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dkbnull Skill DB Procedure存储过程开发专家助手。当用户需要进行数据库存储过程开发、批量数据处理、ETL逻辑、事务处理或跨数据库存储过程编写时调用。
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dkbnull Skill FlinkFlink开发专家助手。当用户需要进行Flink实时流计算、Flink SQL、状态管理、窗口计算或实时数据处理管道开发时调用。
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dkbnull Skill SparkSpark开发专家助手。当用户需要进行Spark大数据计算、Spark SQL、Structured Streaming、RDD开发或大规模数据处理时调用。
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dkbnull Skill AirflowAirflow开发专家助手。当用户需要进行Airflow工作流调度、DAG开发、数据管道编排、任务依赖管理或ETL流程自动化时调用。
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peterbamuhigire Bundle Saas Unit Economics And Cohort ModelUse when section 10 of a SaaS / ICT plan is being built or reviewed. Use the corresponding meta skill for a non-SaaS case.
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legioncodeinc Bundle Code Forensics StingerForensic investigation methodology for software-development and agency-services engagements where a client has been overcharged, defrauded, or materially injured by a vendor and possesses a paper trail (invoices, emails, git repo, audit reports). Produces an 11-deliverable evidence packet — master forensic report, agency-services subreport, attorney legal memo, plain-language client report, 51-tab invoice spreadsheet, and a 6-document pre-litigation pack. Trigger whenever the user describes the pattern of paid $100k+ for a half-working product, monthly maintenance retainer with little or no git activity, hosting double-billing, virtual-assistant or social-media charges without delivery, or any sibling pattern. Defendant-agnostic — see defendant-profile-template for plugging in case-specific corporate context. Calibrated against the Example Booking Co. matter ($202K documented spend, $183K-$381K damages range).
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legioncodeinc Bundle Competitive Research StingerBuilds an XLSX competitor-landscape workbook and a brand-matched PDF report from scratch: research sweep, category taxonomy, feature-gap analysis, computed market-pattern insights, and sales battlecards. Invoke on phrases like build a competitor comparison spreadsheet, research our competitors, make a battlecard deck, competitive landscape report, or feature gap analysis against competitors.
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coldbox Skill CbdebuggerUse this skill when installing, configuring, or using the CBDebugger visual debugging panel in a ColdBox application. Covers enabling the panel in development, performance profiling, SQL query tracking, cache monitoring, request inspection, and ensuring the debugger is disabled in production.
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latestaiagents Skill Injection PreventionOWASP A01 - Injection Prevention. Use this skill when reviewing code for SQL injection, NoSQL injection, command injection, LDAP injection, or any user input that reaches databases, shells, or interpreters. Activate when: SQL query, database query, user input, command execution, shell command, exec, eval, system call, parameterized query.
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40rty-ai Skill Shopify Admin Gift Card Liability ReportRead-only: calculates total outstanding gift card balance as a financial liability, broken down by issue cohort and remaining balance band.
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40rty-ai Skill Shopify Admin Revenue By Location ReportRead-only: breaks down revenue by fulfillment location for multi-warehouse P&L and location performance.
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40rty-ai Skill Shopify Admin Customer Cohort AnalysisRead-only: groups customers by first-purchase month and tracks repeat purchase rate and revenue per cohort.
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40rty-ai Skill Shopify Admin Fulfillment Location RoutingReassign fulfillment orders from one location to another for warehouse overflow or regional routing.
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40rty-ai Skill Shopify Admin Traffic By Page ReportReport sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.
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alexe-ev Bundle Run Cohort AnalysisStructure and interpret a cohort analysis to understand retention, engagement, or behavior patterns over time. Use this skill when a team needs to understand how different user groups behave across their lifecycle.
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alexe-ev Bundle Design Product MetricsDefine a metrics framework for a product area including primary metrics, secondary metrics, and guardrails. Use this skill when a team needs to decide what to measure and how metrics connect to goals.
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alexe-ev Bundle Build Decision DashboardStructure a product dashboard that supports consistent, fast decision-making. Use this skill when a team needs to design or improve a product metrics dashboard.
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alexe-ev Bundle Diagnose Metric MovementDiagnose the root cause of an unexpected metric movement by systematically ruling out alternative explanations. Use this skill when a significant metric change has been detected and the team needs to understand why it happened.
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alexe-ev Bundle Detect Performance SignalsIdentify and interpret signals of product performance change including regressions, improvements, and anomalies. Use this skill when a team needs to investigate an unexpected change in a metric.
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alexe-ev Bundle Plan Event InstrumentationPlan the event tracking and instrumentation needed to measure product behavior and support analytics. Use this skill when a feature is being built and the analytics implementation needs to be defined before development.
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alexe-ev Bundle Analyze Funnel Retention CohortsAnalyze funnel drop-off, retention curves, and cohort behavior to identify problems and opportunities. Use this skill when a team has data and needs to understand user behavior patterns.
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 substack-notes-scraper, performance-concurrency-advisor, kiss-xlsx-markdown. 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.