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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anhvu1107 Bundle SQL Optimization PatternsALWAYS use this when the request matches SQL Optimization Patterns: Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
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anhvu1107 Bundle Monte Carlo Push IngestionALWAYS use this when the request matches Monte Carlo Push Ingestion: Expert guide for pushing metadata, lineage, and query logs to Monte Carlo from any data warehouse.
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anhvu1107 Bundle Sqlmap Database PentestingALWAYS use this when the request matches Sqlmap Database Pentesting: Provide systematic methodologies for automated SQL injection detection and exploitation using SQLMap.
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anhvu1107 Bundle Google Analytics AutomationALWAYS use this when the request matches Google Analytics Automation: Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events.
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anhvu1107 Bundle Hugging Face Dataset ViewerALWAYS use this when the request matches Hugging Face Dataset Viewer: Query Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
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anhvu1107 Bundle Monte Carlo Validation NotebookALWAYS use this when the request matches Monte Carlo Validation Notebook: Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.
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oomol-lab Skill Oo Google AnalyticsGoogle Analytics (analytics.google.com). Use this skill for ANY Google Analytics request — reading, creating, and updating data. Whenever a task involves Google Analytics, use this skill instead of calling the API directly.
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oomol-lab Skill Oo Simple AnalyticsSimple Analytics (simpleanalytics.com). Use this skill for ANY Simple Analytics request — reading, creating, and updating data. Whenever a task involves Simple Analytics, use this skill instead of calling the API directly.
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oomol-lab Skill Oo Plausible AnalyticsPlausible Analytics (plausible.io). Use this skill for ANY Plausible Analytics request — searching and reading data. Whenever a task involves Plausible Analytics, use this skill instead of calling the API directly.
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oomol-lab Skill Oo Rosette Text AnalyticsRosette Text Analytics (babelstreet.com). Use this skill for ANY Rosette Text Analytics request — searching and reading data. Whenever a task involves Rosette Text Analytics, use this skill instead of calling the API directly.
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jadegate Skill Initiating CoverageCreate institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks.
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jadegate Skill Workflow AutomationDesign and implement workflow automation with task routing approval chains and SLA monitoring for securities operations. Use when building a new operational workflow for account opening maintenance transfers or corporate actions, implementing task routing logic based on type priority or capacity, designing multi-level approval chains with dollar thresholds and delegation of authority, defining escalation rules for aging work items approaching SLA breach, selecting a workflow engine or BPM platform like Camunda Pega or ServiceNow, modeling an operational process as a state machine with defined transitions, adding audit trail and logging for SEC Rule 17a-3 or FINRA supervisory obligations, migrating from email-and-spreadsheet tracking to a structured workflow system, or measuring cycle time throughput queue depth and rework rate.
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jadegate Skill Gong AutomationAutomate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.
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jadegate Bundle Sqlite DB QueryExecute read-only SQL queries on a local SQLite database file
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jadegate Skill Datapack BuilderBuild professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs.
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jadegate Skill Excel AutomationExcel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration
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jadegate Bundle CSV Data AnalysisRead and analyze CSV files with column stats, filtering and sorting
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jadegate Skill Market Breadth AnalyzerQuantifies market breadth health using TraderMonty's public CSV data. Generates a 0-100 composite score across 6 components (100 = healthy). No API key required. Use when user asks about market breadth, participation rate, advance-decline health, whether the rally is broad-based, or general market health assessment.
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jadegate Skill Survey Monkey AutomationAutomate SurveyMonkey tasks via Rube MCP (Composio): surveys, responses, collectors, and survey analytics. Always search tools first for current schemas.
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jadegate Skill Googlebigquery AutomationAutomate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.
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jadegate Skill SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
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jadegate Skill Dbt Transformation PatternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
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jadegate Skill Simple Analytics AutomationAutomate Simple Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.
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jadegate Skill Microsoft Clarity AutomationAutomate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.
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jadegate Skill Ib Create Consolidated ReportConsolidate IBRK trade CSV files from a directory into a summary report. Groups trades by symbol, underlying, date, strike, buy/sell, and open/close. Outputs both markdown and CSV.
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jadegate Skill Rosette Text Analytics AutomationAutomate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.
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paulpas Skill Amplitude APIImplements Amplitude analytics integration (event tracking, user profiles, identify API, cohort analysis, dashboard export) using amplitude-analytics Python SDK with event batching, user properties, group identify, revenue tracking, and Amplitude HTTP API v2 patterns.
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paulpas Skill Snowflake APIImplements Snowflake API integration focusing on SQL execution, Snowpark DataFrames, Cortex, Streams, and Tasks.
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paulpas Skill Snowflake SdkIntegrates Snowflake using snowflake-connector-python 4.x with patterns for SQL execution, Snowpark DataFrames, Cortex AI, streams, tasks, stages, and warehouse management.
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paulpas Skill Databricks SdkIntegrates Databricks using databricks-sdk with patterns for job orchestration, cluster management, SQL warehouses, Unity Catalog, MLflow, and Delta Lake operations.
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anhvu1107 Bundle Analytics TrackingALWAYS use this when the request matches Analytics Tracking: Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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anhvu1107 Bundle Youtube AutomationALWAYS use this when the request matches Youtube Automation: Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments.
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anhvu1107 Bundle Monte Carlo PreventALWAYS use this when the request matches Monte Carlo Prevent: Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
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paulpas Skill Redis APIIntegrates Redis Stack modules (JSON, Search, TimeSeries) for versatile data manipulation including caching, text search, time-series analytics, and real-time data processing with the redis-py SDK.
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paulpas Skill Splunk APIImplements Splunk integration (log ingestion via HEC, search queries, saved searches, alert management) using the splunk-sdk Python SDK and REST API for production-grade monitoring and log analytics.
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paulpas Skill Vercel APIIntegrates Vercel services (Deployments, Projects, Edge Functions, Domains, Analytics) using the Vercel REST API and Python SDK with token-based authentication and deployment automation patterns.
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 sql-optimization-patterns, monte-carlo-push-ingestion, sqlmap-database-pentesting. 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.