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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artubss Skill An Lise ExcelAnalise planilhas Excel, crie tabelas dinâmicas, gere gráficos e realize análise de dados. Use ao analisar arquivos Excel, planilhas, dados tabulares ou arquivos .xlsx.
10 - artubss Skill DB Seed
Generate database seed scripts with realistic sample data. Reads Drizzle schemas or SQL migrations, respects foreign key ordering, produces idempotent TypeScript or SQL seed files. Handles D1 batch limits, unique constraints, and domain-appropriate data. Use when populating dev/demo/test databases. Triggers: 'seed database', 'seed data', 'sample data', 'populate database', 'db seed', 'test data', 'demo data', 'generate fixtures'.
10 - artubss Skill D1 Migration
Cloudflare D1 migration workflow: generate with Drizzle, inspect SQL for gotchas, apply to local and remote, fix stuck migrations, handle partial failures. Use when running migrations, fixing migration errors, or setting up D1 schemas.
10 - artubss Bundle Shopify Products
Create and manage Shopify products via the Admin GraphQL API or CSV import. Workflow: gather data, choose method, execute, verify. Use whenever the user wants to add products to Shopify, bulk-import a catalog from CSV/spreadsheet/URL, update variants or prices, manage inventory quantities, upload product images, or assign products to collections.
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matrixx0070 Skill Data SQL QueriesWrite correct, performant SQL across warehouse dialects and diagnose queries that are slow, wrong, or expensive.
0 - matrixx0070 Skill Data Write Query
Turn a natural-language data need into optimized, dialect-specific SQL you can run immediately, with every assumption made visible.
0 - matrixx0070 Skill De Data Modeling
Model a warehouse schema — choose star vs snowflake, declare grain, and design slowly-changing dimensions.
0 - matrixx0070 Skill Fina XLSX Author
Produces a clean, auditable Excel financial workbook built from scratch with a standard tab architecture, color conventions, named ranges, consistent row formulas, no hardcodes, and a dedicated checks tab.
0 - matrixx0070 Skill Fina Clean Data Xls
Turns a messy raw financial export into a tidy, type-correct, unit-normalized, reconciled spreadsheet table ready to feed a model, with a repeatable cleaning log.
0 - matrixx0070 Skill Gro Cohort Analysis
Build and read a cohort table to see how grouped users behave over time and whether the product is improving.
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mit-network Skill Hugging Face Dataset ViewerQuery Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
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loopyluci Bundle Minimax XLSXUse when creating, editing, or validating Excel spreadsheets
1 - loopyluci Skill SQL Advanced Patterns
Use when writing advanced SQL queries and optimizations.
1 - loopyluci Skill Social Media Analytics
Use when analyzing social media performance data.
1 - loopyluci Skill SQL Query Optimization
Use when optimizing SQL query performance.
1 - loopyluci Skill Blog Analytics Interpreter
Use when interpreting blog analytics. Traffic insights.
1 - loopyluci Skill SQL Injection Exploitation
Use when exploiting SQL injection vulnerabilities.
1 - loopyluci Skill Website Analytics Tracking
Use when setting up website analytics and tracking systems.
1 - loopyluci Skill Data Analytics Fundamentals
Use when learning data analytics fundamentals.
1 - loopyluci Skill Data Analytics Optimization
Use when optimizing data analytics systems.
1 - loopyluci Skill Python Data Science Patterns
Use when doing data science with Python: pandas, numpy, viz.
1 - loopyluci Skill AI Agent Integration Workflow
AI agents: use cases, deployment, analytics.
1 - loopyluci Skill Business Analytics Frameworks
Use when applying business analytics frameworks.
1 - loopyluci Skill Data Analytics Troubleshooting
Use when troubleshooting data analytics.
1 - loopyluci Skill Skill Analytics Usage Tracking
Use when tracking skill usage and performance analytics.
1 - loopyluci Skill Data Manager API Event Ingestion
Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries. Use this skill when the user wants to upload offline conversions, enhanced conversions for leads, click conversions, Google Analytics web or app events, or any other event ingestion use case supported by the Data Manager API. Don't use for uploading audience members (use the data-manager-api-audience-ingestion skill). version: 1.1 category: GoogleAds
1 - loopyluci Skill Product Analytics Instrumentation
Use when implementing product analytics and user tracking.
1 - loopyluci Skill Agri Tech Data Analytics Fundamentals
Use when applying agricultural data analytics fundamentals.
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nickgallick Skill Analytics ArchitectureProduct analytics — self-hosted privacy-friendly tracking, event architecture, funnel/cohort analysis, and key metrics per product.
0 - nickgallick Skill Fraud Detection Patterns
Fraud detection for Arena anti-cheat and OUTBOUND abuse prevention — behavioral analytics, statistical anomaly detection, velocity checks, fingerprinting, abuse pattern catalog.
0 - nickgallick Skill Judge Output Schema Design
Define the raw output contract for Bouts AI judges — lane scores, dimension breakdowns, evidence refs, confidence, flags, and integrity adjustments — with Zod validation, SQL storage, and multi-judge reconciliation logic.
0 - nickgallick Skill Tool Integration Specifications
Specify the tools and API integrations Launch needs to operate autonomously including priority, approval workflows, rate limits, and auto-publish rules for X, email, blog, Discord, LinkedIn, Reddit, and analytics. Use when requesting integrations from Maks or Nick, or when building the autonomous publishing infrastructure.
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concertonotes Bundle Comp SheetBuild an industry comp sheet Excel model with deep operational KPIs
0 - concertonotes Bundle Observability
Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
0 - concertonotes Bundle Mixpanel Headless Setup
This skill installs mixpanel_headless, pandas, numpy, matplotlib, seaborn, networkx, anytree, scipy (and pyarrow on Python 3.11+), then verifies Mixpanel credentials. It should be invoked when setting up a new environment for Mixpanel data analysis, when dependencies are missing, or when configuring service account or OAuth credentials for the first time.
0 - concertonotes Skill Frappe SQL
Frappe-native SQL and ORM guidance for `frappe.db`, Query Builder, `tab{DocType}` tables, permission-sensitive queries, and raw SQL review. Use when writing or reviewing database access in Frappe.
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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 tool-integration-specifications, python-data-science-patterns, ai-agent-integration-workflow. 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.