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 AI Ml Data ScienceEnd-to-end data science and ML engineering workflows: problem framing, data/EDA, feature engineering (feature stores), modelling, evaluation/reporting, plus SQL transformations with SQLMesh. Use for dataset exploration, feature design, model selection, metrics and slice analysis, model cards/eval reports, experiment reproducibility, and production handoff (monitoring and retraining).
54 - diegosouzapw Bundle Analytics Learning
Process YouTube analytics to extract actionable insights
54 - diegosouzapw Bundle Clawdbot Dashboard
A beautiful, feature-rich dashboard for Clawdbot that displays workspace stats, memory, tasks, goals, analytics, and installed skills. Works with any Clawdbot installation - no database needed, all data from workspace files.
54 - diegosouzapw Bundle Oxy Workflow Builder
Build Oxy workflows, SQL queries, and agents following best practices. Use when the user asks to create data pipelines, queries, or analysis agents. Enforces hierarchy - semantic queries first, then SQL/workflows, then agents.
54 - diegosouzapw Bundle Analytics Tracking
（中文）When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
54 - diegosouzapw Bundle Agent Quant Analyst
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.
54 - diegosouzapw Bundle Dara Dataset Expert
Warehouse-Prozess-Analyse mit 207 Labels, 47 Prozessen, 8 Szenarien, 13 Triggern. Vollständige Expertise für DaRa Datensatz + REFA-Methodik + Validierungslogik + Szenarioerkennung + Lagerlayout + 74 Artikel-Stammdaten + BPMN-Validierung & IST/SOLL-Vergleich. 100% faktenbasiert ohne Halluzinationen. v5.0 mit Ground Truth Central v3.0 + Multi-Order (S7/S8) + Frame-Level Validation Rules.
54 - diegosouzapw Bundle Data Model Creation
Optional advanced tool for complex data modeling. For simple table creation, use relational-database-tool directly with SQL statements.
54 - diegosouzapw Bundle Admin Dashboard
Extend and modify the admin dashboard, developer portal, and operations console. Use when adding new admin tabs, metrics, monitoring features, or internal tools. Activates for dashboard development, analytics, user management, and internal tooling.
54 - diegosouzapw Bundle Dbt Development
PROACTIVE skill - STOP and invoke BEFORE writing dbt SQL. Validates models against coding conventions for staging, integration, and warehouse layers. Covers naming, SQL structure, field conventions, testing, and documentation. CRITICAL - When about to write .sql files in models/, invoke this skill first, write second. Supports project-specific convention overrides and sqlfluff integration.
54 - diegosouzapw Bundle Security Review
Performs security reviews of Hone code using OWASP guidelines. Use when reviewing database queries, CSV import logic, API endpoints, authentication, encryption, or when the user asks about security.
54 - diegosouzapw Bundle Asyncredux Observers
Set up observers for debugging and monitoring. Covers implementing actionObservers for dispatch logging, stateObserver for state change tracking, combining observers with globalWrapError, and using observers for analytics.
54 - diegosouzapw Bundle Excel Field Analyzer
Excel Field Analyzer
54 - diegosouzapw Bundle Technical Indicators
计算股票技术指标（MA、MACD、RSI、BOLL等）。适用于技术分析、量化回测、趋势判断等场景。支持单个指标计算或批量计算所有指标，返回包含指标值的DataFrame。
54 - diegosouzapw Bundle Analytics Engine
Write and query high-cardinality event data at scale with SQL. Load when tracking user events, billing metrics, per-tenant analytics, A/B testing, API usage, or custom telemetry. Use writeDataPoint for non-blocking writes and SQL API for aggregations.
54 - diegosouzapw Bundle Android Firebase
Firebase integration patterns for Android - Crashlytics, Analytics, Remote Config, FCM. Use when setting up crash reporting, analytics events, remote configuration, or push notifications.
54 - diegosouzapw Bundle Business Analyst
Master 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.
54 - diegosouzapw Bundle SQL And Database
SQL writing and database engineering patterns, standards, and procedures. Use for designing database schemas, writing performant SQL queries, normalisation strategies, indexing, joins optimisation, locking mechanics, transactions, query debugging with EXPLAIN, and ORM integration. Applies to PostgreSQL, MySQL, MariaDB, SQL Server, and Oracle. Covers ORM usage with TypeORM, Prisma, Doctrine, Eloquent, Entity Framework, Hibernate, and GORM.
54 - diegosouzapw Bundle Activerecord Patterns
This skill should be used when the user asks about "ActiveRecord", "database queries", "query optimization", "N+1 queries", "eager loading", "associations", "migrations", "database indexes", "SQL performance", "ActiveRecord callbacks", "scopes", or needs guidance on efficient database access patterns in Rails 7+.
54 - diegosouzapw Bundle SQL Injection Testing
This 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...
54 - diegosouzapw Bundle Flowio Flow Cytometry
Parse and create FCS (Flow Cytometry Standard) files v2.0-3.1. Read event data as NumPy arrays, extract channel metadata, handle multi-dataset files, export to CSV/FCS. For advanced gating and compensation use FlowKit.
54 - diegosouzapw Bundle Database Workflow
Language-agnostic database best practices covering migrations, schema design, ORM patterns, query optimization, and testing strategies. Activate when working with database files, migrations, schema changes, SQL, ORM code, database tests, or when user mentions migrations, schema design, SQL optimization, NoSQL, database patterns, or connection pooling.
54 - diegosouzapw Bundle Discover Database
Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for database design, optimization, and implementation tasks.
54 - diegosouzapw Bundle Add Video To Collection
Manually add individual YouTube URLs to a custom collection CSV. Use when adding one-off videos to folders like library-of-minds or random, not from a channel extraction.
54 - diegosouzapw Bundle Database
ทำงานกับ PostgreSQL และ MongoDB อย่างมีประสิทธิภาพ
54 - diegosouzapw Bundle Supabase Automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
54 - diegosouzapw Bundle Activitywatch Integration
Comprehensive guide for ActivityWatch setup, configuration, watchers, integrations, API usage, and automation. Covers aw-qt, aw-watcher modules, aw-client libraries, aw-sync, data export, MCP server integration, and package managers. Use when working with ActivityWatch components, creating custom watchers, querying data, setting up sync, integrating with analytics dashboards, or using the ActivityWatch API.
54 - diegosouzapw Bundle Ghl Reporting Analytics
Guide for GoHighLevel dashboards and analytics — dashboard widgets, custom reports, attribution tracking, call tracking, ad reporting, conversion analytics, and KPI scorecards.
54 - diegosouzapw Bundle Rankscale Geo Analytics
Fetch and interpret Rankscale GEO (Generative Engine Optimization) analytics. Pulls brand visibility score, citation rate, sentiment, and top AI search terms.
54 - diegosouzapw Bundle Data Scientist
Expert 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.
54 - diegosouzapw Bundle Pgsql Parser Testing
Test the pgsql-parser repository (SQL parser/deparser). Use when working in the pgsql-parser repo, fixing deparser issues, running parser tests, or validating SQL round-trips. Scoped specifically to the constructive-io/pgsql-parser repository.
54 - diegosouzapw Bundle Github Workflow Automation
Automates GitHub workflows including batch issue creation from JSON/CSV, PR creation with issue linking, pre-PR testing, and WordPress-specific validation (PHP linting, WPCS). Use when creating multiple issues, automating PR workflows, or validating WordPress code before commits.
54 - diegosouzapw Bundle Database Query And Export
Query SQLite, PostgreSQL, and MySQL databases and export results to CSV/JSON. Use when: (1) Extracting data for reports, (2) Database backup and migration, (3) Data analysis workflows, or (4) Automated database queries.
54 - diegosouzapw Bundle Benchling Integration
Benchling 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.
54 - diegosouzapw Bundle Data SQL Optimization
Production-grade SQL optimization for OLTP systems: EXPLAIN/plan analysis, balanced indexing, schema and query design, migrations, backup/recovery, HA, security, and safe performance tuning across PostgreSQL, MySQL, SQL Server, Oracle, SQLite.
54 - diegosouzapw Bundle Analyzing Spreadsheets
Analyzes Excel spreadsheets, summarizes trends, and recommends charts when users mention spreadsheets, Excel workbooks, or .xlsx files.
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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 flowio-flow-cytometry, database-workflow, ai-ml-data-science. 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.