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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nwave-ai Skill Nw Data Architecture PatternsData architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling strategies, and schema design patterns
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composio-community Skill Spreadsheet Formula HelperWrite and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formulas with examples and edge-case checks.
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thedixitjain Bundle Security Ownership MapAnalyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.
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jeremylongshore Skill Salesforce Migration Deep Dive'Execute Salesforce data migrations using Bulk API, Data Loader, and ETL patterns. Use when migrating data to/from Salesforce, performing org-to-org migrations, or re-platforming CRM data into Salesforce. Trigger with phrases like "migrate to salesforce", "salesforce data migration", "salesforce import data", "salesforce ETL", "CRM migration to salesforce". '
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hashgraph-online Bundle Manuscript Engagement AnalyticsAnalyze nonfiction manuscripts for reader engagement signals, including heading-level word counts, slow starts, long slogs, weak takeaway titles, value pacing, beta-reader comment dropoff, and abandonment risks. Use when auditing a book, guide, manual, course-like draft, or technical manuscript for value density, reader experience, or beta-feedback engagement patterns.
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thedixitjain Bundle Clinical Decision SupportPrepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.
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thedixitjain Bundle SQL Server Table ReconciliationUse when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses mssql-python driver with Apache Arrow for fast columnar data transfer and comparison.
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sickn33 Skill 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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om-scogo Bundle Korean Jangbu Forkimlawtech/korean-jangbu-for (Apache-2.0) 업스트림을 중심으로 한국 스타트업·1인 법인·프리랜서·개인사업자 장부 자동화와 사업자 세무 자료 정리, 원본 데이터 가져오기, 계정과목 태깅, 세무사 전달 CSV, 경영 리포트 생성을 안내하는 thin wrapper 스킬.
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om-scogo Bundle Excel MCPExcel MCP Server skill for Windows workbook automation. Use when an assistant needs rich MCP tools to create, inspect, modify, format, or analyze Excel files. Supports Power Query (M), Data Model/DAX, PivotTables, Tables, Ranges, Charts, Slicers, formatting, screenshots, VBA macros, connections, and calculation mode. Triggers: Excel, spreadsheet, workbook, xlsx, xlsm, Power Query, DAX, PivotTable, chart, dashboard, VBA, MCP.
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om-scogo Bundle Cargo BillingPull usage metrics, check subscription status, view invoices, and manage credits using the Cargo CLI. Use when the user wants billing analytics, usage reports, credit usage, cost analysis, subscription details, or invoice history for their Cargo workspace.
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om-scogo Bundle Cargo StorageManage models, datasets, columns, and relationships and query workspace storage with SQL using the Cargo CLI. Use when the user wants to inspect or modify data models, create or update columns, list datasets, set model relationships, understand the schema, or run SQL against storage.
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om-scogo Bundle Postgres DrizzleProactively apply when creating APIs, backends, or data models. Triggers on PostgreSQL, Postgres, Drizzle, drizzle-orm, drizzle-kit, database, schema, pgTable, tables, columns, indexes, queries, migrations, ORM, relations, relational queries, joins, transactions, SQL, connection pooling, PgBouncer, N+1, JSONB, RLS, full-text search, partitioning. Use when writing database schemas, queries, migrations, connection setup, or any database-related code. PostgreSQL and Drizzle ORM best practices.
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om-scogo Bundle Compose Side EffectsUse when writing or reviewing Jetpack Compose code with LaunchedEffect, DisposableEffect, SideEffect, rememberCoroutineScope, rememberUpdatedState, snapshotFlow, snackbar, navigation, focus requests, analytics, or event Flow collection.
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om-scogo Bundle Office MCPMCP server with 39 tools for Word, Excel, PowerPoint, PDF, OCR operations
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om-scogo Bundle OkxOKX OnChainOS: on-chain trading, analytics, security, DeFi across 20+ chains. Use when running OKX-routed on-chain ops (e.g. swap on Ethereum, scan token risk, track smart money, check wallet portfolio). Wallet: default to the user's Agent Wallet (via the `wallet` skill). Only use the OnchainOS TEE wallet (`onchainos wallet login <email>`) when the user explicitly asks for it.
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om-scogo Bundle Cargo AnalyticsDownload workflow run results, export segment data, and monitor run metrics using the Cargo CLI. Use when the user wants run metrics, error rates, data export, or download results for their Cargo workspace. For billing and credit usage, use the cargo-billing skill instead. For explaining WHY a run failed or a batch has errors, use the cargo-diagnostics skill instead.
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om-scogo Bundle Huggingface DatasetsUse this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.
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om-scogo Bundle Golang SecuritySecurity best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, reviewing, or auditing Go code for security, or when working on any risky code involving crypto, I/O, secrets management, user input handling, or authentication. Includes configuration of security tools.
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om-scogo Bundle Saas MetricsSaaS business metrics analysis - MRR, ARR, Churn, LTV, CAC, cohort analysis, and investor reporting
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om-scogo Bundle Analytics Data AnalysisBest practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. Use when performing exploratory data analysis, building data pipelines, creating statistical visualizations, writing Jupyter notebooks, cleaning and transforming datasets, or implementing analytics dashboards.
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om-scogo Bundle Data AnalysisAnalyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.
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om-scogo Bundle CSV Excel MergerMerge multiple CSV/Excel files with intelligent column matching, data deduplication, and conflict resolution. Handles different schemas, formats, and combines data sources. Use when users need to merge spreadsheets, combine data exports, or consolidate multiple files into one.
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om-scogo Bundle Posthog AnalyticsPostHog analytics, event tracking, feature flags, dashboards
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om-scogo Bundle Mongodb Schema DesignMongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on "design schema", "embed vs reference", "MongoDB data model", "schema review", "unbounded arrays", "one-to-many", "tree structure", "16MB limit", "schema validation", "JSON Schema", "time series", "schema migration", "polymorphic", "TTL", "data lifecycle", "archive", "index explosion", "unnecessary indexes", "approximation pattern", "document versioning".
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om-scogo Bundle Cargo OrchestrationInteract with the Cargo platform via CLI. Use when the user wants to execute an action, run a workflow, trigger a batch, message an AI agent, query orchestration runtime tables (runs/batches/spans/records) with SQL, fetch segment records, resolve an action's output schema, or inspect a model schema.
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om-scogo Bundle LiteparseUse this skill whenever a task involves a document file (PDF, DOCX, PPTX, XLSX, or image) and you need to read it or pull text, tables, or specific values out of it — to answer a question about its contents, look up a figure, or extract data. Provides fast, local, model-free extraction via the `lit` CLI with disciplined, low-cost search patterns.
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om-scogo Bundle Recoup Platform API AccessCall the Recoup API and external connectors directly — fetch any platform resource (artists, socials, organizations, research, documents) and run connector actions (Google Docs/Sheets/Drive edits, Gmail, TikTok, Instagram). Use whenever you need raw Recoup data, a platform resource, to write curl against api.recoupable.dev, or to read/write something outside Recoup like a Google Doc URL or a spreadsheet. The plumbing every other skill rides on. To onboard or operate on an artist use the recoup-roster-* skills; for first-run connection use recoup-platform-connect-account.
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om-scogo Bundle Logging Best PracticesLogging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
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om-scogo Bundle DatapackageExplore and query any dataset annotated with a Frictionless Data Package descriptor (datapackage.json). Use this skill whenever a user wants to discover what tables or resources a dataset contains, look up column names and descriptions, surface usage warnings embedded in metadata, or understand how to load data from Parquet files, DuckDB or SQLite databases, or CSV files described by a datapackage.json. Also use when the user has a datapackage.json and wants to know what's in it, how to query it efficiently, or how to connect its metadata to actual data files. Pairs well with dataset-specific skills (like `pudl`) that layer domain knowledge on top.
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om-scogo Bundle Shopify AutomationShopify e-commerce automation - inventory management, order processing, customer workflows, and analytics
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om-scogo Bundle Youtube AutomationAutomate YouTube content workflows including video management, analytics, scheduling, and channel optimization
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om-scogo Bundle Zendesk AutomationAutomate customer support workflows with Zendesk ticket management, routing, and analytics
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om-scogo Bundle Firecrawl Lead GenGenerate structured lead lists from prospect databases and web directories with Firecrawl browser. Use for finding prospects by role, company type, industry, stage, location, technologies, or other criteria and exporting CRM-ready JSON or CSV.
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om-scogo Bundle LLM Public Opinion AnalyticsMulti-platform public opinion analysis assistant with web scraping, LLM-powered analytics, topic clustering, sentiment analysis, and multi-channel alerts
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om-scogo Bundle Mm2 Analytics Roblox ToolkitRoblox Murder Mystery 2 analytics dashboard and inventory tracking toolkit with data visualization and strategy analysis
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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 office-mcp, huggingface-datasets, nw-data-architecture-patterns. 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.