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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paulpas Skill Mailgun APIIntegrates Mailgun API (Messages, Routes, Email Validation, Suppression List, Analytics) using the official mailgun-python SDK v1.7+ with proper REST patterns, MIME handling, and deliverability optimization.
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paulpas Skill Segment APIImplements Segment (CDP) integration (track, identify, group, page, screen, alias) using analytics-python SDK with event batching, user traits, group traits, page properties, Segment Spec compliance, and HTTP API fallback patterns.
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paulpas Bundle SQL MasterySQL Mastery
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paulpas Skill Mixpanel APIImplements Mixpanel analytics integration (event tracking, user profiles, JQL queries, funnel analysis, cohort export, data exporting) using the Mixpanel Python SDK and REST API for product analytics in applications.
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paulpas Skill Apify Content AnalyticsImplements intelligent apify content analytics with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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paulpas Skill CSV Data HandlingHandles CSV data safely across languages with RFC 4180 compliance, formula injection prevention, character encoding validation, and delimiter detection to protect against spreadsheet injection attacks.
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paulpas Skill Data DeduplicationIdentifies and eliminates data-layer duplication (schema, ETL transformations, API responses, query patterns, configuration) using canonical source extraction to prevent inconsistent definitions across services and pipelines.
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paulpas Skill Microsoft Graph APIIntegrates with Microsoft Graph API to manage mail, calendar, OneDrive files, Teams messages, SharePoint sites, and Excel workbooks using msgraph-sdk for Python.
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paulpas Skill Google Analytics AutomationImplements intelligent google analytics automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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anhvu1107 Bundle Odoo Security RulesALWAYS use this when the request matches Odoo Security Rules: Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.
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anhvu1107 Bundle Office ProductivityALWAYS use this when the request matches Office Productivity: Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
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anhvu1107 Bundle Supabase AutomationALWAYS use this when the request matches Supabase Automation: Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio).
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anhvu1107 Bundle SQL Injection TestingALWAYS use this when the request matches SQL Injection Testing: Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.
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anhvu1107 Bundle CalcALWAYS use this when the request matches Calc: Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
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anhvu1107 Bundle XLSXALWAYS use this when the primary input or output is a spreadsheet, workbook, CSV, or tabular deliverable that needs formulas, formatting, cleanup, recalculation, charting, or Excel-compatible output.
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anhvu1107 Bundle PolarsALWAYS use this when the request matches Polars: Fast in-memory DataFrame library for datasets that fit in RAM.
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anhvu1107 Bundle DatabaseALWAYS use this when the request matches Database: Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
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paulpas Skill Data Stream Processing"Provides Streaming data processing for real-time trading signals and analytics"
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paulpas Skill Exchange Trade Reporting"Real-time trade reporting and execution analytics for monitoring and" optimization
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nota-america Skill Recipe Log Deal UpdateAppend a deal status update to a Google Sheets sales tracking spreadsheet.
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nota-america Skill Learning Analytics Interpretation GuideInterpret learning analytics data and translate dashboard findings into actionable teaching decisions. Use when reviewing LMS data, quiz patterns, or engagement metrics.
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nota-america Skill Recipe Backup Sheet As CSVExport a Google Sheets spreadsheet as a CSV file for local backup or processing.
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nota-america 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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adu2021 Skill Verltool Agentic Rl Tool UseTrain agents to leverage external tools across domains using VerlTool's unified RL framework. Coordinate code execution, search, SQL queries, and vision utilities in multi-turn interactions without domain-specific redesign. 2× faster asynchronous rollouts on mathematical reasoning, knowledge QA, and software engineering tasks.
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adu2021 Skill Arbitrage Advantage SpeculationRoute generation dynamically based on relative model advantage for 2× latency reduction in reasoning. Arbitrage learns when draft models excel versus when target models are worthwhile—critical for balancing cost and quality in long reasoning chains.
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adu2021 Skill Essential Web Taxonomy24-trillion-token web dataset with 12-category taxonomy labels enabling efficient curation of specialized datasets through SQL filtering and small annotation models.
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adu2021 Skill Hybrid Linear AttentionDesign hybrid architectures mixing linear and full attention at optimal ratios. Superior standalone linear models don't necessarily excel in hybrids; recall improves significantly with more full attention layers at ratios below 3:1, enabling efficient long-sequence processing.
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nota-america Bundle Data Context ExtractorGenerate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
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nota-america Bundle Cash Flow SnapshotReads AR/AP, historical cash timing, and known fixed costs from QuickBooks, PayPal, Stripe, or Square — or a CSV upload — and produces a 30/60/90-day cash flow forecast with percentage-variance confidence bands and named risk flags. Delivers a chat summary and a downloadable XLSX. Use when the user asks "forecast my cash flow," "will I make payroll," mentions "runway," or says "cash crunch." Falls back to CSV upload when no connector is live.
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nota-america Bundle Month End PrepWalks an SMB owner through month-end close: reconciles QuickBooks against PayPal (and Square/Stripe) settlements, flags uncategorized transactions, suspicious duplicates, and missing receipts, then writes a plain-English P&L narrative and exports a close packet (xlsx + one-page PDF). Use when the user says "close the month," "month-end," "reconcile," "what's missing," "P&L," or asks why revenue or margin changed this month.
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nota-america Bundle Instrument Data To AllotropeConvert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.
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ferroxlabs Bundle Conditional Formatting RulesProduces a conditional formatting rule set for a specific use case. Specifies rule type (cell value, formula-based, color scale, data bars), criteria, color assignments with hex codes, and rule priority order. Output is the exact configuration to apply. Use when the user wants to highlight cells, create heat maps, add data bars, or visually encode data values in a spreadsheet. Do NOT use for chart color selection (use color-in-data), data validation rules (use data-validation-setup), or general spreadsheet formulas (use excel-lookup-formulas).
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ferroxlabs Bundle Notification System DesignerNotification system architecture expert covering multi-channel delivery (email, SMS, push, in-app, Slack), user preference management, throttling and rate limiting, template engines, delivery tracking and analytics, batching/digest strategies, priority routing, and notification center design. Use when the user asks about notification system designer, notification system designer best practices, or needs guidance on notification system designer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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adu2021 Skill Computer Using World ModelEnable AI agents to safely explore action outcomes before execution by predicting UI state changes in desktop applications. Two-stage approach: first predict textual description of what changes, then synthesize visual representation of resulting screen. Allows agents to compare multiple candidate actions without risky trial-and-error, trained on Microsoft Office interactions (Word, Excel, PowerPoint).
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undermybelt Skill Ecc Data Throughput AcceleratorUse when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while preserving data correctness.
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undermybelt Bundle Attacks Scada SystemsThis skill covers detecting cyber attacks targeting Supervisory Control and Data Acquisition (SCADA) systems including man-in-the-middle attacks on industrial protocols, unauthorized command injection into PLCs, HMI compromise, historian data manipulation, and denial-of-service against control system communications. It leverages OT-specific intrusion detection systems, industrial protocol anomaly detection, and process data analytics to identify attacks that traditional IT security tools miss.
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 mailgun-api, segment-api, sql-mastery. 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.