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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diegosouzapw Bundle Database Schema DesignDesign and optimize database schemas for SQL and NoSQL databases. Use when creating new databases, designing tables, defining relationships, indexing strategies, or database migrations. Handles PostgreSQL, MySQL, MongoDB, normalization, and performance optimization.
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diegosouzapw Bundle Security ChecklistAnalyze a security checklist Excel file by interactively identifying the relevant sheet, countermeasure entries, and output column, then checking whether GitHub Enterprise supports each item using the customer-security-trust FAQ and past reference checklists.
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diegosouzapw Bundle Sqlserver SecurityAudits and hardens SQL Server security including login management, permission reviews, TDE encryption, SQL Server Audit configuration, and surface area reduction. Use when performing security reviews, setting up new instances, responding to security incidents, or preparing for compliance audits.
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diegosouzapw Bundle Analytics Dashboard GeneratorCreate dashboards with KPIs and real-time metrics.
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diegosouzapw Bundle 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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diegosouzapw Bundle Apache Spark Data ProcessingComplete guide for Apache Spark data processing including RDDs, DataFrames, Spark SQL, streaming, MLlib, and production deployment
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diegosouzapw Bundle Moai Lang UnifiedUnified enterprise programming language skill covering 25+ languages including Python 3.13, TypeScript 5.9, Go 1.23, Rust 1.91, Java 21, JavaScript ES2025, C++, C#, PHP, Swift, Kotlin, Scala, Elixir, Ruby, R, SQL, Shell, and more with patterns, best practices, and Context7 integration
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diegosouzapw Bundle Analyzing Auto Insurance DataAnalyzes vehicle insurance daily reports and signing lists. Use when user asks to analyze insurance data, generate business reports, check institution performance, monitor policy trends, or detect business anomalies. Handles Excel/CSV files with fields like premium, institution, customer type, and renewal status.
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diegosouzapw Bundle Blazemeter API MonitoringComprehensive guide for BlazeMeter API Monitoring, including test creation, configuration, scripting, integrations, notifications, and management. Use when working with API Monitoring tests for (1) Creating and configuring API tests, (2) Writing custom scripts (Initial, Pre-request, Post-response), (3) Integrating with third-party services (Slack, PagerDuty, Datadog, etc.), (4) Managing teams, buckets, and RBAC, (5) Configuring notifications and sharing results, (6) Using test data (CSV, Data Entities), (7) Advanced features (GraphQL, SOAP, file uploads, environments), or any other API Monitoring tasks.
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diegosouzapw Bundle 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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diegosouzapw Bundle SQL Server Dba Dev ExpertUse when designing, implementing, optimizing, or troubleshooting AF.ECT.Database schemas, queries, stored procedures, performance tuning, data integrity, or operational database tasks while following Microsoft best practices
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diegosouzapw Bundle Analyze Video Performance SkillAnalyze your uploaded YouTube videos' performance against competitor benchmarks using Playwright MCP. Use when asked to review video analytics, compare performance, check how a video is doing, or reflect on a video's success.
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diegosouzapw Bundle Pandas Data Manipulation RulesFocuses on pandas-specific rules for data manipulation, including method chaining, data selection using loc/iloc, and groupby operations.
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diegosouzapw Bundle Academic Course Setup AutomatorWhen the user needs to set up multiple academic courses in a learning management system (Canvas/LMS) from structured data sources. This skill automates the entire workflow extracting course schedules from emails/attachments, matching instructors from CSV files, creating courses, enrolling teachers, publishing announcements with class details, uploading syllabi, enabling resource sharing for instructors teaching multiple courses, and publishing all courses. Triggers include course schedule setup, Canvas/LMS administration, academic term preparation, instructor assignment, syllabus distribution, and multi-course management.
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diegosouzapw Bundle 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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diegosouzapw Bundle Sap Rpt1 Oss PredictorUse SAP-RPT-1-OSS open source tabular foundation model for predictive analytics on SAP business data. Handles classification and regression tasks including customer churn prediction, delivery delay forecasting, payment default risk, demand planning, and financial anomaly detection. Use when asked to predict, forecast, classify, or analyze patterns in SAP tabular data exports (CSV/DataFrame). Runs locally via Hugging Face model.
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diegosouzapw Bundle Atlan SQL Connector PatternsSelect and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.
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diegosouzapw Bundle Databases Architecture SkillMaster database design (SQL, NoSQL), system architecture, API design (REST, GraphQL), and building scalable systems. Learn PostgreSQL, MongoDB, system design patterns, and enterprise architectures.
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diegosouzapw Bundle Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server
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diegosouzapw Bundle Database Engine ImplementationGuide for implementing database engines in IterableData. Use when adding support for new SQL or NoSQL databases, implementing DBDriver classes, or extending database capabilities.
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diegosouzapw Bundle Supabase Postgres Best PracticesPostgres query performance optimization and runtime best practices for Supabase. Covers indexing strategies (B-tree, GIN, GiST, BRIN, composite, partial, covering), EXPLAIN ANALYZE diagnostics, connection pooling (Supavisor transaction/session modes, pool sizing), RLS performance patterns (auth.uid() subquery caching, SECURITY DEFINER bypass), concurrency control (deadlock prevention, SKIP LOCKED, advisory locks), data access optimization (N+1 elimination, keyset pagination, batch inserts, UPSERT), runtime monitoring (pg_stat_statements, VACUUM/ANALYZE), and advanced tuning (full-text search, JSONB GIN indexing). Use when writing, reviewing, or optimizing SQL queries, diagnosing slow queries with EXPLAIN, configuring connection pooling, tuning RLS performance, implementing concurrent processing, detecting unused indexes, or resolving Postgres bottlenecks. Does NOT cover schema design (ansem-db-patterns), auth/RLS policy design (supabase-auth-patterns), or TypeScript types (typescript-best-practices).
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diegosouzapw Bundle Using Dbt For Analytics EngineeringBuilds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show. Use when doing any dbt work - building or modifying models, debugging errors, exploring unfamiliar data sources, writing tests, or evaluating impact of changes.
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oyi77 Skill Spark ProcessingUse when apache Spark distributed processing — DataFrames, SQL, streaming, MLlib, cluster management. Use when working with spark processing.
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oyi77 Skill Drizzle OrmUse when drizzle ORM — type-safe SQL, schema definitions, migrations, queries, relations for TypeScript/Node.js. Use when working with drizzle orm.
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oyi77 Skill Model BuilderUse when builds and updates DCF, LBO, and 3-statement financial models in Excel with live data connections. Use when user says "build DCF", "create LBO model", "populate 3-statement model".
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oyi77 Bundle Document CreatorUse when creating, editing, and generating Office documents programmatically — Word, PowerPoint, Excel, and PDF. One interface for all document formats with shared methodology.
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oyi77 Skill Database MCPUse when mCP server for SQL databases. Connect AI agents to PostgreSQL, MySQL, MariaDB, and SQLite for natural language queries, schema management, and data operations. Use when working with database mcp.
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oyi77 Skill Influencer ScoutingUse when | > Full influencer scouting, outreach, and performance tracking system. Covers platform search across TikTok, Instagram, and YouTube for creators, scoring/qualification, DM outreach, negotiation, deal tracking, and ROI measurement. Integrates with Kalodata for TikTok analytics.
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oyi77 Skill Cockroachdb PatternsUse when cockroachDB distributed SQL — PostgreSQL compatible, serializable isolation, geo-partitioning, multi-region. Use when working with cockroachdb patterns.
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oyi77 Skill Bigquery IntegrationUse when integrate Google BigQuery for large-scale data analytics. Write SQL queries, manage datasets, export results, and build data pipelines. Use when integrateing google bigquery for large-scale data analytics. write sql queries,.
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oyi77 Skill Postbridge Social ManagerUse when multi-platform social media posting, scheduling, analytics, and media management via PostBridge API for TikTok, Instagram, X, LinkedIn, and Facebook. Use when working with postbridge social manager.
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oyi77 Skill Detecting Attacks On Scada SystemsUse when this skill covers detecting cyber attacks targeting Supervisory Control and Data Acquisition (SCADA) systems including man-in-the-middle attacks on industrial protocols, unauthorized command injection into PLCs, HMI compromise, historian data manipulation, and denial-of-service against control system communications. It leverages OT-specific intrusion detection systems, industrial protocol anomaly detection, and process data analytics to identify attacks that traditional IT security t...
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oyi77 Skill Detecting Insider Threat With UebaUse when implement User and Entity Behavior Analytics using Elasticsearch/OpenSearch to build behavioral baselines, calculate anomaly scores, perform peer group analysis, and detect insider threat indicators such as data exfiltration, privilege abuse, and unauthorized access patterns. Use when implementing user and entity behavior analytics using elasticsearch/opensearch to build.
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oyi77 Skill Performing User Behavior AnalyticsUse when performs User and Entity Behavior Analytics (UEBA) to detect anomalous user activities including impossible travel, unusual access patterns, privilege abuse, and insider threats using SIEM-based behavioral baselines and statistical analysis. Use when SOC teams need to identify compromised accounts or insider threats through deviation from established behavioral norms.
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oyi77 Skill Exploiting SQL Injection With SqlmapUse when detecting and exploiting SQL injection vulnerabilities using sqlmap to extract database contents during authorized penetration tests. Use when working with exploiting sql injection with sqlmap.
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oyi77 Skill Implementing Pam For Database AccessUse when deploying privileged access management for database systems including Oracle, SQL Server, PostgreSQL, and MySQL. Covers session proxy configuration, credential vaulting, query auditing, dynamic credentia
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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 database-schema-design, security-checklist, analytics-dashboard-generator. 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.