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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majiayu000 Bundle Social Media 2Activate for social media content, platform-specific posting, engagement strategies, cross-posting, and social analytics. Use when creating social posts, planning content calendars, or optimizing for specific platforms.
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majiayu000 Bundle Review 35Pre-landing PR review. Analyzes diff against the base branch for SQL safety, LLM trust boundary violations, conditional side effects, and other structural issues. Use when asked to "review this PR", "code review", "pre-landing review", or "check my diff". Proactively suggest when the user is about to merge or land code changes.
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majiayu000 Bundle Security Scan 4Main security scanning orchestration. Detects language, runs OWASP Top 10 patterns, identifies vulnerabilities, generates structured reports. Use when scanning for XSS, SQL injection, command injection, secrets, or any security vulnerability.
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majiayu000 Bundle Journal 5This skill should be used when the user wants to record bookkeeping entries (仕訳), import transaction data from CSV files, receipts, or invoices, or manage their general ledger. Trigger phrases include: "仕訳を入力", "仕訳登録", "CSVを取り込む", "レシートを読み込む", "請求書を取り込む", "帳簿を付ける", "経費を記録", "売上を記録", "仕訳を修正", "仕訳を検索", "仕訳を削除", "取引を登録", "帳簿の初期化".
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majiayu000 Bundle Backend Queries 3Write secure, performant database queries using parameterized queries, proper eager loading, and transaction management. Use this skill when writing database queries, ORM operations, raw SQL statements, or repository methods. When working on files in repositories/, queries/, services/, or any code that interacts with the database. When optimizing query performance, preventing N+1 queries, implementing transactions, adding query timeouts, or caching expensive queries. When reviewing code for SQL injection vulnerabilities.
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majiayu000 Bundle Sales Operations 2Design and optimize sales operations infrastructure including process design, territory planning, compensation structures, forecasting systems, and sales analytics. Use for building sales ops frameworks, optimizing sales processes, designing territory plans, creating compensation models, implementing sales tech stacks, establishing forecasting methodologies, developing sales analytics dashboards, managing sales capacity planning, and scaling sales operations.
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majiayu000 Bundle Dask 2Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
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majiayu000 Bundle Database Migrations 5Create and manage database migrations safely. Covers SQL migrations, ORM migrations (Prisma, TypeORM, Flyway, Alembic), rollback strategies, and zero-downtime migration patterns.
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majiayu000 Bundle Databases 7SQL, databases, ORMs, and data modeling. Activated when Claude works with database code, .sql files, Prisma schemas, or database-related npm packages.
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majiayu000 Bundle Excel 4Read, write, edit, and format Excel files (.xlsx). Create spreadsheets, manipulate data, apply formatting, manage sheets, merge cells, find/replace, and export to CSV/JSON/Markdown. Use for any Excel file manipulation task.
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majiayu000 Bundle Firecrawl 3Scrape web pages to clean markdown using Firecrawl v2 — handles JS-heavy pages, site crawls, URL mapping, document parsing (PDF/DOCX/XLSX), LLM-powered extraction, autonomous agent scraping, and post-scrape browser interaction (Interact API). Prefer over WebFetch for quality and completeness. Triggers on scrape URL, fetch page, crawl site, extract content, parse document, web to markdown, DeepWiki, Firecrawl.
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majiayu000 Bundle XLSX 17QUERY LENGTH LIMIT EXCEEDED. MAX ALLOWED QUERY : 500 CHARS
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majiayu000 Bundle Posthog 4Query and manage PostHog product analytics for Mediar applications.
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majiayu000 Bundle Backend Queries 4Write secure, optimized database queries using parameterized statements, proper indexing, and efficient data fetching patterns. Use this skill when writing database queries, ORM query methods, SQL statements, or data access layer code. When working on files containing Prisma queries, TypeORM query builders, raw SQL statements, database transaction logic, eager loading and joins, query optimization code, files implementing data pagination or filtering, cache strategies for expensive queries, or files handling database connection pooling and query timeouts.
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majiayu000 Bundle Database Patterns 2Generic database patterns including index design, EXPLAIN ANALYZE interpretation, zero-downtime migrations, caching principles, schema design fundamentals, and NoSQL guidelines. Use when working with databases, writing SQL, creating migrations, or designing schemas. Do NOT use for MySQL/Aurora-specific features (utf8mb4, InnoDB, RDS Proxy) -- use mysql-aurora-patterns. Do NOT use for PostgreSQL-specific features (GiST, GIN, JSONB, PgBouncer) -- use postgresql-patterns.
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majiayu000 Bundle Market Data 3Pull Circana retail POS analytics for a product category
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majiayu000 Bundle Monitoring 6Observability patterns for production - logging, error tracking, analytics. Use when setting up monitoring.
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majiayu000 Bundle Posthog 5Query PostHog analytics via REST API. Check event ingestion, view feature flags, inspect user sessions, query trends, and manage experiments. Use for any analytics, feature flag, or user behavior task.
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majiayu000 Bundle Dask 3Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
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majiayu000 Bundle Data Storytelling 3Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
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majiayu000 Bundle Drizzle Orm D1 2| Type-safe ORM for Cloudflare D1 databases using Drizzle. Use when: building D1 database schemas, writing type-safe SQL queries, managing migrations with Drizzle Kit, defining table relations, implementing prepared statements, using D1 batch API, or encountering D1_ERROR, transaction errors, foreign key constraint failures, or schema inference issues.
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majiayu000 Bundle Postgres Drizzle 2PostgreSQL and Drizzle ORM best practices. Use when writing database schemas, queries, migrations, or any database-related code. Triggers on mentions of PostgreSQL, Postgres, Drizzle, database, schema, tables, columns, indexes, queries, migrations, ORM, relations, joins, transactions, or SQL. Proactively apply when creating APIs, backends, or data models.
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majiayu000 Bundle Sf Data 2Handle Salesforce data operations including data migration, sandbox seeding, bulk data loading, data export, and data cleanup. Use when asked about data migration, sandbox seeding, bulk data loading, CSV import/export, or moving data between orgs. Activate on mentions of "data migration", "sandbox seed", "bulk load", "CSV import", "data export", "upsert", or "data plan".
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majiayu000 Bundle SQL Query Optimizer 2Analyzes complex SQL queries to improve performance, suggesting indexing strategies, schema refactoring, and query rewrites.
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majiayu000 Bundle Stata 3This skill should be used when users need to write, review, or debug Stata code for data cleaning and analysis. Use this skill for tasks involving data import, variable management, data documentation, merging/appending datasets, creating analysis variables, and following IPA/DIME Analytics coding standards. This skill should be invoked when working with .do files, .dta files, or any Stata-related data processing tasks.
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majiayu000 Bundle Product Analytics 2Deep integration with product analytics platforms for metrics, funnels, retention, and experimentation. Query Amplitude/Mixpanel/Heap data, generate retention curves, calculate conversion metrics, and build dashboard configurations.
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majiayu000 Bundle DB Query 2This skill enables querying Spanner databases through the AfterShip DSP API. It uses the go-admin-automizely-cli library to obtain authentication tokens and execute SQL queries against Spanner databases in different environments.
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majiayu000 Bundle Jgi Lakehouse 2Skills for querying the JGI Dremio Lakehouse containing GOLD and IMG genomics databases. Use this when users want to explore JGI databases, query GOLD (Genomes OnLine Database), IMG (Integrated Microbial Genomes), or run SQL queries against JGI genomics data. Triggers on mentions of JGI, GOLD database, IMG database, genome metadata, or JGI lakehouse queries.
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majiayu000 Bundle CSV Data Summarizer 2Analyzes CSV files and automatically generates comprehensive summaries with statistical insights, data quality checks, and visualizations using Python and pandas. No questions asked — just upload a CSV and get a full analysis immediately.
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majiayu000 Bundle Data Engineer 3Expert in data pipelines, ETL processes, and data infrastructure
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majiayu000 Bundle Polars 4Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.
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majiayu000 Bundle Supabase Expert 3This skill should be used when working with Supabase database operations in the MyJKKN project, including creating modules, updating schemas, writing RLS policies, creating database functions, implementing Auth SSR, or developing Edge Functions. Automatically triggers when user mentions 'database', 'table', 'SQL', 'Supabase', 'migration', 'RLS', 'policy', or 'Edge Function'.
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majiayu000 Bundle Drizzle Orm 6Type-safe SQL ORM for TypeScript with zero runtime overhead
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majiayu000 Bundle Cloudflare 6Manage Cloudflare Turnstile CAPTCHA via REST API. Check widget status, list site keys, view solve rates and analytics, and validate challenge tokens. Use for CAPTCHA administration and debugging.
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majiayu000 Bundle Data Analyst 5You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
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majiayu000 Bundle Data Analyst 6데이터 분석 전문가. pandas, numpy, 시각화, 통계 분석 지원.
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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 social-media, review, security-scan. 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.