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.
-
fcistud Skill Climate Risk AssessmentClimate risk analytics for transition and physical exposures.
-
haroon966 Skill Database DevSchema design and migrations for application databases. Use when the user works on or asks about schema design, SQL, migrations, queries, indexes, normalization, data modeling, ORM usage, or database performance.
-
fcistud Skill Devrel Community AnalyticsDevRel and community analytics for activation and retention.
-
fcistud Skill Nonprofit Impact AnalyticsNonprofit impact and funding efficiency analytics.
-
fcistud Skill Data Quality AuditAudit datasets for quality, drift, leakage, and schema reliability.
-
fcistud Skill Anomaly Detection OpsOperationalize anomaly detection with alert quality controls.
-
viggyv Bundle Pandas ExpertYou are an expert at data manipulation and analysis using pandas.
-
viggyv Bundle SQL OptimizerYou are an expert at optimizing SQL queries for performance and efficiency.
-
viggyv Bundle DaskParallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.
-
viggyv Bundle VaexUse this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, ef
-
viggyv Bundle XLSXSpreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.
-
viggyv Bundle Benchling IntegrationBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
-
viggyv Bundle Etl OptimizerYou are an expert at optimizing ETL/ELT pipelines for performance and efficiency.
-
viggyv Bundle Content Trend ResearcherAdvanced content and topic research skill that analyzes trends across Google Analytics, Google Trends, Substack, Medium, Reddit, LinkedIn, X, blogs, podcasts, and YouTube to generate data-driven artic
-
viggyv Bundle Analytics BuilderYou are an expert at building analytics solutions and business intelligence systems.
-
masa1984a Skill Excel To JSONローカルのExcelファイル(MemberList)をJSON形式に変換する
-
masa1984a Skill Download SharepointSharePointからExcelファイルをダウンロードする
-
moboutrig Bundle InstagramManage Instagram Business accounts via Meta's Graph API. Use when the user wants to: (1) View Instagram profile info or follower stats, (2) List or browse recent posts, (3) Publish images, videos, reels, stories, or carousels to Instagram, (4) Get engagement analytics or insights, (5) Read or send Instagram DMs, (6) Check API token status or publishing rate limits. Triggers on mentions of Instagram, IG, posting to Instagram, Instagram analytics, Instagram DMs, reels, stories, or Instagram publishing.
-
sentry01 Bundle Excel ToolkitRead, edit, analyze, and create Microsoft Excel files (.xlsx, .xls, .xlsm, .csv, .tsv). Use when a user asks to: (1) Open/read/inspect an Excel file, (2) Edit or modify spreadsheet data, formulas, or formatting, (3) Analyze spreadsheet data and provide insights, statistics, or trends, (4) Create new Excel files with data, formulas, charts, or formatting, (5) Convert between CSV/TSV and Excel formats, (6) Build financial models or dashboards in Excel.
-
lucasvpimentel Skill Data SQL Reviewer---
-
shakudo-io Skill Deepgram SttDeepgram Speech-to-Text (STT) - Nova-3 model with <300ms streaming latency, 36 languages, smart formatting, diarization, and endpointing. Use for real-time transcription, batch audio processing, voice AI pipelines, and call center analytics.
-
shakudo-io Skill Dremio AnalyticsQuery Dremio for CRM data, billing information, and business analytics. Use when retrieving HubSpot deals, customer data, or generating business reports from the data lakehouse.
-
subashmurugandev Bundle Agent Python Analytics SpecialistPython analytics/KPI/reporting specialist.
-
florianbonnet14 Bundle Analytics OrchestratorIntelligent entry point to the analytics ecosystem based on "The Power of Analytics" book by Florian Bonnet. Guides users to the right analytics agent based on their needs, recommends workflow sequences, and provides clear instructions for launching agents. Use when users need help choosing between analytics agents, want to start an analytics project but aren't sure where to begin, or ask "what can you help me with" in an analytics context. Also use when users mention analytics tasks like defining metrics, planning analysis, collecting results, creating presentations, or writing executive summaries.
-
subashmurugandev Bundle Python AnalyticsPython data analysis for healthcare analytics and medical imaging informatics
-
mijunri Skill Logging日志规范。时间戳、HTTP 出入参、数据库 SQL、第三方接口参数与返回值,统一 JSON 格式,输出到指定日志目录。
-
florianbonnet14 Bundle Cohort Analysis SpecialistTrack customer behavior over time by grouping customers based on shared characteristics or experiences. Use when measuring retention rates, understanding how customers evolve over time, comparing new vs old user behavior, evaluating product changes by cohort, identifying at-risk cohorts early, or calculating LTV by cohort. Essential for understanding retention, lifecycle patterns, and how product changes affect different user vintages.
-
matheuswidder Bundle Business AnalysisThis skill should be used when the user asks to "analyze business processes", "understand client workflow", "map spreadsheet data", "extract entities from Excel", "create system requirements from documents", or mentions business analysis, process mapping, or requirements gathering from client documents.
-
izmaaziz Skill SQL AssistantGenerate optimized SQL queries, design schemas, and explain query logic for database analysis tasks.
-
meramad Skill Broker PowershellUse PersistentPowerShellBroker for all PowerShell and Excel automation via named pipe; prefer Invoke-PSBroker.ps1 and only fall back when broker is unavailable.
-
trkbt10 Bundle Oxen OfficeInspect, build, and verify Office documents (PPTX, DOCX, XLSX) using the oxen CLI. Use this skill when: (1) Inspecting existing Office files, (2) Building PPTX/DOCX/XLSX from JSON spec, (3) Previewing slide/document/sheet content in terminal, (4) Extracting text or data, (5) Verifying build results, (6) User asks about ".pptx", ".docx", ".xlsx" inspection or generation.
-
qian-yu-db Bundle Battle Card CreatorCreate comprehensive competitive battle cards for product managers performing competitive analysis. Use when user requests competitive analysis, battle cards, or product comparisons. Accepts product names and attributes/features to compare (via text or uploaded files), performs web research on each product, and generates detailed battle cards in markdown or Excel format showing how the main product compares against competitors.
-
qian-yu-db Bundle Databricks Local NotebookGenerate Databricks notebooks (.py) with local IDE development support using Databricks Connect. This skill should be used when creating new notebooks for AI agent development, ML/AI workflows, or ETL pipelines that need to work both locally (in VS Code/PyCharm) and in Databricks workspace. Automatically includes dual-environment detection and setup code.
-
qian-yu-db Skill Langgraph Structured Unstructured ToolSet up Databricks retrieval tools for AI agents using VectorSearchRetrieverTool (unstructured/RAG) and GenieAgent (structured/SQL). Tool configuration only - no agent implementation. Use when setting up Vector Search retrieval tools, creating Genie tools, configuring unstructured/RAG retrieval, setting up structured data tools, adding retrieval tools to agents, or configuring SQL query tools.
-
striveh Bundle Icp Batch Skill批量处理 domains.xlsx:提取域名,优先命中本地缓存,缺失时调用 ICP 备案查询 API(AppCode 模式),生成/更新缓存与结果文件,并将备案主体/备案号写回 Excel 末两列。
-
leandroomargarcia Skill Analytics ReporterConvierte datos en insights accionables. Usa este skill para dashboards, reportes de métricas, análisis de cohortes, funnel analysis, y crear reportes que guíen decisiones de negocio.
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 climate-risk-assessment, database-dev, devrel-community-analytics. 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.