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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jeremylongshore Skill Metric CalculatorMetric Calculator - Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of the Data Analytics skill category.
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jeremylongshore Skill Aggregation HelperAggregation Helper - Auto-activating skill for Data Analytics. Triggers on: aggregation helper, aggregation helper Part of the Data Analytics skill category.
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jeremylongshore Skill Excel Pivot WizardCreate advanced Excel pivot tables with calculated fields and slicers. Use when building data summaries or creating interactive dashboards. Trigger with phrases like 'excel pivot', 'create pivot table', 'data summary'.
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jeremylongshore Skill Forecast GeneratorForecast Generator - Auto-activating skill for Data Analytics. Triggers on: forecast generator, forecast generator Part of the Data Analytics skill category.
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jeremylongshore Skill Algolia Cost TuningOptimize Algolia costs: understand search request vs record pricing, reduce operations with batching and caching, monitor usage via Analytics API. Trigger: "algolia cost", "algolia billing", "reduce algolia costs", "algolia pricing", "algolia expensive", "algolia budget".
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jeremylongshore Skill Complex Join HelperComplex Join Helper - Auto-activating skill for Data Analytics. Triggers on: complex join helper, complex join helper Part of the Data Analytics skill category.
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jeremylongshore Skill Data Story OutlinerData Story Outliner - Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story outliner Part of the Data Analytics skill category.
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jeremylongshore Skill Date Range AnalyzerDate Range Analyzer - Auto-activating skill for Data Analytics. Triggers on: date range analyzer, date range analyzer Part of the Data Analytics skill category.
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jeremylongshore Skill Excel Macro CreatorExcel Macro Creator - Auto-activating skill for Business Automation. Triggers on: excel macro creator, excel macro creator Part of the Business Automation skill category.
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jeremylongshore Skill Pivot Table CreatorPivot Table Creator - Auto-activating skill for Data Analytics. Triggers on: pivot table creator, pivot table creator Part of the Data Analytics skill category.
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jeremylongshore Skill Spark SQL OptimizerSpark Sql Optimizer - Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Part of the Data Pipelines skill category.
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jeremylongshore Skill SQL Query OptimizerSql Query Optimizer - Auto-activating skill for Data Analytics. Triggers on: sql query optimizer, sql query optimizer Part of the Data Analytics skill category.
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jeremylongshore Skill Correlation AnalyzerCorrelation Analyzer - Auto-activating skill for Data Analytics. Triggers on: correlation analyzer, correlation analyzer Part of the Data Analytics skill category.
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jeremylongshore Skill Retention CalculatorRetention Calculator - Auto-activating skill for Data Analytics. Triggers on: retention calculator, retention calculator Part of the Data Analytics skill category.
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jeremylongshore Skill SQL Transform HelperSql Transform Helper - Auto-activating skill for Data Pipelines. Triggers on: sql transform helper, sql transform helper Part of the Data Pipelines skill category.
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comeonoliver Skill Migrating Oracle To Postgres Stored ProceduresMigrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies COLLATE "C" for Oracle-compatible text sorting. Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration.
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jeremylongshore Skill Churn Analysis HelperChurn Analysis Helper - Auto-activating skill for Data Analytics. Triggers on: churn analysis helper, churn analysis helper Part of the Data Analytics skill category.
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jeremylongshore Skill Kpi Definition HelperKpi Definition Helper - Auto-activating skill for Data Analytics. Triggers on: kpi definition helper, kpi definition helper Part of the Data Analytics skill category.
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jeremylongshore Skill Performing Security TestingThis skill automates security vulnerability testing. It is triggered when the user requests security assessments, penetration tests, or vulnerability scans. The skill covers OWASP Top 10 vulnerabilities, SQL injection, XSS, CSRF, authentication issues, and authorization flaws. Use this skill when the user mentions "security test", "vulnerability scan", "OWASP", "SQL injection", "XSS", "CSRF", "authentication", or "authorization" in the context of application or API testing.
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jeremylongshore Skill Chart Type RecommenderChart Type Recommender - Auto-activating skill for Data Analytics. Triggers on: chart type recommender, chart type recommender Part of the Data Analytics skill category.
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jeremylongshore Skill Cursor Usage AnalyticsTrack and analyze Cursor usage metrics via admin dashboard: requests, model usage, team productivity, and cost optimization. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard", "cursor ROI".
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jeremylongshore Skill Optimizing SQL QueriesExecute use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance", or "improve query speed".
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jeremylongshore Skill Detecting SQL Injection VulnerabilitiesThis skill enables Claude to detect SQL injection vulnerabilities in code. It uses the sql-injection-detector plugin to analyze codebases, identify potential SQL injection flaws, and provide remediation guidance. Use this skill when the user asks to find SQL injection vulnerabilities, scan for SQL injection, or check code for SQL injection risks. The skill is triggered by phrases like "detect SQL injection", "scan for SQLi", or "check for SQL injection vulnerabilities".
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jeremylongshore Skill Time Series DecomposerTime Series Decomposer - Auto-activating skill for Data Analytics. Triggers on: time series decomposer, time series decomposer Part of the Data Analytics skill category.
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dbt-labs Skill Answering Natural Language Questions With DbtWrites and executes SQL queries against the data warehouse using dbt's Semantic Layer or ad-hoc SQL to answer business questions. Use when a user asks about analytics, metrics, KPIs, or data (e.g., "What were total sales last quarter?", "Show me top customers by revenue"). NOT for validating, testing, or building dbt models during development.
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jeremylongshore Skill Alchemy Core Workflow ABuild a complete wallet portfolio tracker using Alchemy Enhanced APIs. Use when implementing token balance dashboards, NFT galleries, transaction history views, or wallet analytics applications. Trigger: "alchemy wallet tracker", "alchemy portfolio", "alchemy token dashboard", "alchemy transaction history", "build dApp with alchemy".
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jeremylongshore Skill Algolia Webhooks EventsImplement Algolia Insights API for click/conversion tracking, search analytics, and real-time event-driven index updates via database change listeners. Trigger: "algolia events", "algolia analytics", "algolia insights", "algolia click tracking", "algolia conversion", "algolia event tracking".
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jeremylongshore Skill Cohort Analysis CreatorCohort Analysis Creator - Auto-activating skill for Data Analytics. Triggers on: cohort analysis creator, cohort analysis creator Part of the Data Analytics skill category.
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jeremylongshore Skill Excel Formula GeneratorExcel Formula Generator - Auto-activating skill for Business Automation. Triggers on: excel formula generator, excel formula generator Part of the Business Automation skill category.
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jeremylongshore Skill Excel Variance AnalyzerAnalyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences. Trigger with phrases like 'excel variance', 'analyze budget variance', 'actual vs budget'.
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jeremylongshore Skill Funnel Analysis BuilderFunnel Analysis Builder - Auto-activating skill for Data Analytics. Triggers on: funnel analysis builder, funnel analysis builder Part of the Data Analytics skill category.
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jeremylongshore Skill SQL Migration GeneratorSql Migration Generator - Auto-activating skill for Backend Development. Triggers on: sql migration generator, sql migration generator Part of the Backend Development skill category.
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jeremylongshore Skill Clickhouse Data HandlingHandle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, GDPR deletion requests, or managing sensitive data in ClickHouse. Trigger: "clickhouse data retention", "clickhouse TTL", "clickhouse GDPR", "delete data clickhouse", "clickhouse data lifecycle", "clickhouse PII".
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jeremylongshore Skill Dashboard Layout PlannerDashboard Layout Planner - Auto-activating skill for Data Analytics. Triggers on: dashboard layout planner, dashboard layout planner Part of the Data Analytics skill category.
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jeremylongshore Skill Scanning Input Validation PracticesThis skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-supplied data is not properly sanitized or validated before being used in operations, which could lead to security exploits like SQL injection, cross-site scripting (XSS), or command injection. Use this skill when the user asks to "scan for input validation issues", "check input sanitization", "find potential XSS vulnerabilities", or similar requests related to securing user input. It is particularly useful during code reviews, security audits, and when hardening applications against common web vulnerabilities. The skill leverages the input-validation-scanner plugin to perform the analysis.
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jeremylongshore Skill Scanning Database SecurityThis skill enables Claude to perform comprehensive database security scans using the database-security-scanner plugin. It is triggered when the user requests a security assessment of a database, including identifying vulnerabilities like weak passwords, SQL injection risks, and insecure configurations. The skill leverages OWASP guidelines to ensure thorough coverage and provides remediation suggestions. Use this skill when the user asks to "scan database security", "check database for vulnerabilities", "perform OWASP compliance check on database", or "assess database security posture". The plugin supports PostgreSQL and MySQL.
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 migrating-oracle-to-postgres-stored-procedures, sql-query-optimizer, metric-calculator. 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.