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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njones17 Skill Performing Insider Threat InvestigationInvestigates insider threat incidents involving employees, contractors, or trusted partners who misuse authorized access to steal data, sabotage systems, or violate security policies. Combines digital forensics, user behavior analytics, and HR/legal coordination to build an evidence-based case. Activates for requests involving insider threat investigation, employee data theft, privilege misuse, user behavior anomaly, or internal threat detection.
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njones17 Skill Performing Web Application Firewall BypassBypass Web Application Firewall protections using encoding techniques, HTTP method manipulation, parameter pollution, and payload obfuscation to deliver SQL injection, XSS, and other attack payloads past WAF detection rules.
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njones17 Skill Detecting Anomalous Authentication PatternsDetects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying, and compromised account behaviors across authentication logs. Activates for requests involving authentication anomaly detection, login behavior analysis, UEBA implementation, or suspicious sign-in investigation.
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njones17 Skill Analyzing Macro Malware In Office DocumentsAnalyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA deobfuscation to extract the attack chain. Activates for requests involving Office macro analysis, VBA malware investigation, maldoc analysis, or document-based threat examination.
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takeaseatventure Skill SQL Sentinel 2Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Catches SELECT *, full-table scans, non-sargable predicates, Cartesian joins, NULL-trap NOT IN, and 17 more rules. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postgres.
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mayurrathi Skill DatabaseDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
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mayurrathi Skill Segment CdpExpert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
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mayurrathi Skill CalcSpreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
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mayurrathi Skill XLSX OfficialComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
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mayurrathi Skill Data StorytellingTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
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mayurrathi Skill Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights.
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mayurrathi Skill Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.
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mayurrathi Skill Database ArchitectExpert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
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mayurrathi Skill Youtube AutomationAutomate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
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mayurrathi Skill SQL Injection TestingThis skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
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mayurrathi Skill Data Science BundleBundle of 50+ granular skills for Python Data Stack, SQL, Amplitude, and data engineering patterns.
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mayurrathi Skill Cc Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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mayurrathi Skill Office ProductivityOffice productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
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mayurrathi Skill Sendgrid AutomationAutomate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
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mayurrathi Skill Supabase AutomationAutomate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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mayurrathi Skill Sqlmap Database PentestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
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mayurrathi Skill Dbt Transformation PatternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
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mayurrathi Skill Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
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mayurrathi Skill Google Analytics AutomationAutomate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
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mayurrathi Skill SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
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dozerojeong Skill Postgresql OptimizationSQL 쿼리 튜닝, 인덱싱 전략, 성능 분석 및 프로덕션 데이터베이스 관리를 위한 PostgreSQL 데이터베이스 최적화 워크플로우입니다.
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dozerojeong Bundle SQL Optimization PatternsSQL 쿼리 최적화, 인덱싱 전략, EXPLAIN 분석을 통해 데이터베이스 성능을 극적으로 향상시키고 느린 쿼리를 제거합니다. 느린 쿼리 디버깅, 데이터베이스 스키마 설계 시 사용하세요.
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duffycoder Bundle Feishu SheetsFeishu Spreadsheet (电子表格/Sheets) cell-based operations like Excel/Google Sheets: create spreadsheets, manage worksheets (sheet tabs), read/write/append cell ranges using A1 notation. Activate for: 电子表格, spreadsheet, Excel, 工作表, 单元格, 行列, 表格数据, cell, range, row, column, /sheets/ URLs. This is a cell-grid spreadsheet (like Excel), NOT a structured database. Do NOT confuse with feishu-bitable (多维表格) which is record/field based like Airtable.
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duffycoder Bundle Feishu BitableFeishu Bitable (多维表格) CRUD operations: list/create/update/delete tables, records, fields, and views. Bitable is a structured database-like table with fields (columns with types) and records (rows), similar to Airtable/Notion database. Activate for: 多维表格, bitable, lark base, 数据表, 记录管理, 字段管理, database table, /base/ URLs, /wiki/ URLs with table= parameter. Do NOT confuse with feishu-sheets (电子表格/spreadsheet) which is cell-based like Excel.
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yiming Bundle Hotel Report 2Generate monthly hotel operations report from order confirmation files. Use when asked for monthly report, revenue summary, occupancy stats, or order analytics.
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fcistud Skill Retail Demand OpsRetail demand planning and stockout-risk analytics.
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viggyv Bundle FlowioParse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
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viggyv Bundle PolarsFast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysis workflows.
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fcistud Skill Procurement Risk OpsProcurement risk analytics and vendor decision support.
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fcistud Skill Finance Ops AnalyticsFinance ops analysis for variance, runway, and budget controls.
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fcistud Skill Hr Attrition AnalyticsHR attrition and retention analytics workflows.
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 performing-insider-threat-investigation, performing-web-application-firewall-bypass, detecting-anomalous-authentication-patterns. 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.