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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davepoon 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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theneoai Bundle Warehouse ManagerWarehouse Manager
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theneoai Bundle Logistics ManagerSenior Logistics Manager with 12+ years optimizing supply chain operations, transportation networks, and distribution systems. Expert in WMS, TMS, network optimization, and 3PL management. Managed $200M+ logistics spend, achieved 15% cost reduction through optimization. CSCMP, APICS certified. Use when: logistics management, supply chain optimization, warehouse operations, transportation
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theneoai Bundle Logistics Algorithm EngineerA senior logistics algorithm engineer specializing in vehicle routing (VRP/VRPTW), warehouse optimization, facility location, network design, and real-time dispatch. A senior logistics algorithm engineer specializing in vehicle routing (VRP/VRPTW), warehouse... Use when: logis...
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theneoai Bundle Health Informatics SpecialistElite health informatics specialist specializing in EHR optimization, clinical decision support, health data analytics, and interoperability. Bridges clinical practice and information technology to improve patient outcomes through data-driven solutions.
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kbarbel640-del Bundle Cwicr Data LoaderLoad and parse DDC CWICR construction cost database from multiple formats: Parquet, Excel, CSV, Qdrant snapshots. Foundation for all CWICR operations.
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kbarbel640-del Bundle Workflow AutomationAutomate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.
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eryajf Skill Ssma ConsoleUse when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration
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lionelsimai Skill AI Real Time AnalyticsBuild real-time AI analytics.
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entityprocess Skill CSV AnalyzerUse when the user asks to analyze CSV data. MUST use the weighted revenue formula defined below.
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harmeet10000 Skill Optimizing Ef Core QueriesOptimize Entity Framework Core queries by fixing N+1 problems, choosing correct tracking modes, using compiled queries, and avoiding common performance traps. Use when EF Core queries are slow, generating excessive SQL, or causing high database load.
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ajbcoding Bundle Moai Document ProcessingAI-powered enterprise document processing orchestrator with Context7 integration, intelligent document analysis, automated content extraction, multi-format support (docx, pdf, pptx, xlsx), and enterprise-grade document workflow automation
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peparhugo Bundle Using Dbt For Analytics EngineeringUse when doing any dbt work - building or modifying models, debugging errors, exploring unfamiliar data sources, writing tests, or evaluating impact of changes. Use for analytics pipelines, data transformations, and data modeling.
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v1truv1us-ai-eng-system Skill Why 2Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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frank-luongt Skill SQL Pro<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
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frank-luongt Skill SQL Optimization Patterns<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
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frank-luongt Skill Database Migrations SQL Migrations<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
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itsimonfredlingjack-codex-dev-plugin Skill SQL Migrations---
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frank-luongt Skill XLSX<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
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frank-luongt Skill Analytics Tracking<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
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laiye-adp Bundle Invoice Extractor From MailDesigned for AP finance teams in cross-border trade enterprises. Automatically fetches invoice attachments from email (IMAP/OAuth) or local files, batch-extracts key fields (invoice number, amount, currency, etc.) via ADP, and exports results to Excel or business systems — no manual data entry required.
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laiye-adp Bundle Purchase Order Recognition And ExtractionAccurate extraction of all fields from purchase orders and sales orders in various formats — PO number, order date, seller name, buyer/customer name, buyer/customer address, receiver name, delivery address, currency, total amount, and line items (including material code, description, quantity, tax rate, unit price incl. tax, total amount incl. tax, delivery date). Outputs structured JSON, zero-configuration out-of-the-box, suitable for e-commerce order entry, supply chain reconciliation, and warehouse management automation.
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thinkoodle Bundle SecurityExpert guidance for writing secure Rails applications. Use when dealing with security, CSRF protection, XSS prevention, SQL injection, authentication, authorization, sanitize, html_safe, credentials, secrets, content security policy, session security, mass assignment, strong parameters, secure headers, file uploads, open redirects, or vulnerability remediation. Covers every major attack vector and the Rails-idiomatic defenses.
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kesslernity Bundle Estimate To SowConverts a priced estimate spreadsheet into a populated statement of work document using the user's own SOW template. Validates that line items, hours, rates and totals add up before drafting, flags every discrepancy, and produces a DRAFT-labelled Word document plus a validation report. Use when the user asks to turn an estimate, quote or pricing spreadsheet into an SOW, statement of work, or scope document.
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kesslernity Bundle Sharepoint Review SweeperSweeps a configured SharePoint library for documents past their review date, builds a dated reminder spreadsheet (document, owner, due date, days overdue, link) and drafts one notification email per document owner, as Drafts only, never sent. Use when the user asks to find overdue document reviews, run a review sweep or review-date audit on a SharePoint library, check which documents are past their review date, or draft reminders to document owners about stale documents.
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kesslernity Bundle Report Attachment AnalyzerTracks a recurring emailed report end to end. It finds new report emails in the inbox, extracts data from their attachments, appends each reporting period to a trends spreadsheet, and rewrites a summary document with period-on-period deltas and flagged anomalies. Use when the user asks to update or analyse trends for a report that arrives by email on a schedule, or asks what changed in the latest weekly or monthly report.
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otrf Bundle Hunt Focus DefinitionDefine a focused hunt hypothesis by synthesizing completed system internals and adversary tradecraft research. Use this skill after research has been completed to narrow a high-level hunt topic into a single, concrete attack pattern with clear investigative intent. This skill produces a structured, testable hypothesis and should be used before selecting data sources, defining environment scope, or developing analytics.
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otrf Bundle Hunt Analytics GenerationGenerate query-agnostic analytics that model adversary behavior by translating hunt investigative intent into analytic definitions grounded in schema semantics. This skill is used to define how behavior should manifest in data before query execution or validation, and works best when informed by system internals, adversary tradecraft, a structured hunt focus, and suggested data sources.
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otrf Bundle Hunt Blueprint GenerationAssemble a complete hunt blueprint by consolidating outputs from prior hunt planning skills into a single, structured plan for execution. Use this skill after system and tradecraft research, hunt focus definition, data source identification, and analytics generation have been completed. This skill is synthesis and packaging only and must not introduce new research, assumptions, or analytics.
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otrf Bundle Hunt Data Source IdentificationIdentify relevant security data sources that could capture the behavior defined in a structured hunt hypothesis. Use this skill after the hunt focus has been defined to translate investigative intent into candidate telemetry sources using existing platform catalogs. This skill supports hunt planning by reasoning over available schemas and metadata before analytics development or query execution.
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teachskillofskills-ai Skill Cf AuditAudit an existing content library for freshness decay and coverage gaps — scores every piece 0-100 on age, statistic currency, link health, and citation recency, maps covered topics against target keywords, and produces a prioritized report: top refresh candidates, gap topics, retire candidates, and the exact follow-up commands. Triggers on "/contentforge:cf-audit", "which content needs refreshing", "content health check", "what topics are we missing", "audit our blog library". Reads inventory from a Google Drive folder, WordPress REST API, or CSV; pulls performance data only if Google Analytics/Search Console MCPs are connected. Audit only — refreshing happens via /contentforge:content-refresh and new pieces start at /contentforge:cf-brief.
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teachskillofskills-ai Skill Cf Add IntegrationConnect any external API or service to ContentForge as a custom MCP connector — walks non-technical users from finding a verified MCP package or HTTP endpoint to a ready-to-paste .mcp.json entry, credential setup instructions, and a post-restart verification check. Triggers on "/contentforge:cf-add-integration", "connect our internal CMS", "add a custom integration", "hook up Google Analytics to ContentForge", "there is no connector for this service". Reads .mcp.json.connectors-reference for verified endpoints and checks the registry via scripts/connector-status.py first; for connectors already in the registry, /contentforge:cf-connect is the shorter path. Configuration guidance only — never asks for secrets in chat and does not call the connected service itself.
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mindscale-noah Skill XLSXUse this skill whenever the user wants to do anything with Excel spreadsheet files (.xlsx, .xls, .csv). This includes reading data, writing formulas, manipulating cells, formatting, filtering, creating charts, pivot tables, and any spreadsheet automation tasks.
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panaversity Bundle Network DesignDesigns and compares supply chain network scenarios. Activate for: network design, supply chain network, warehouse location, distribution centre, DC placement, new DC, nearshoring, reshoring, offshoring, facility consolidation, network optimisation, make vs buy, sourcing location, scenario analysis, network scenario, scenario comparison, logistics network, node optimisation, where to warehouse, where to manufacture, cross-docking, open a new warehouse, open a new distribution centre. USE THIS when the task involves comparing network configurations, evaluating new facility locations, or running scenario comparisons. Respond directly with scenario analysis -- do not ask clarifying questions when sufficient context is provided. NOT for: carrier performance (use logistics-brief), vendor assessment (use vendor-assessment), spend category analysis (use spend-analysis).
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panaversity Bundle Vendor CommunicationActivate for: vendor communication, supplier communication, dispute letter, invoice dispute, corrective action request, CAR, price dispute, quantity dispute, performance notice, vendor notice, vendor warning, exit notice, contract notice, non-renewal notice, vendor rejection, vendor escalation, write to vendor, email supplier, communicate with vendor, supply assurance. NOT for: invoice processing (use invoice-reconciliation), vendor assessment (use vendor-assessment), spend analytics (use spend-analysis).
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marcioaltoe Bundle Drizzle OrmDrizzle ORM — type-safe, lightweight TypeScript ORM for SQL databases. Schema declaration, CRUD queries, joins, relations, migrations with Drizzle Kit, and database seeding. Use when defining database schemas, writing queries (select/insert/update/delete), setting up migrations, configuring drizzle.config.ts, establishing database connections, validating data with drizzle-zod/valibot, or working with PostgreSQL, MySQL, SQLite, Turso, Bun SQL, Neon, Supabase, PGlite, Expo SQLite, Cloudflare D1, PlanetScale, SingleStore, MSSQL, CockroachDB.
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 google-analytics-automation, logistics-manager, using-dbt-for-analytics-engineering. 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.