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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ichichuang Bundle Spreadsheet Python File ExecExecute Python scripts from files for reliable spreadsheet operations, avoiding heredoc issues with shell_agent
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ichichuang Bundle Spreadsheet Create Verify GateCreate or edit Excel workbooks with openpyxl-specific pitfall handling, anchored preflight audit, and deterministic post-write proof that every criterion is satisfied
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ichichuang Bundle Spreadsheet Proof GateEdit Excel workbooks only after anchored preflight audit, then require deterministic Python/openpyxl post-write proof that every requested criterion is satisfied or explicitly reconciled before finalizing.
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ichichuang Bundle Document Python Direct ExecUse direct Python execution for reliable spreadsheet and document/PDF generation operations
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ichichuang Bundle Document Python DirectUse direct Python execution for reliable spreadsheet and document/PDF generation operations
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ichichuang Bundle Spreadsheet Struct VerifiedCreate and modify Excel workbooks with mandatory deterministic Python verification of workbook structure, required sheets, populated columns, and sample counts before reporting completion.
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ichichuang Bundle Spreadsheet Source ValidatedExecute Python scripts for spreadsheet operations with mandatory source data validation and fallback protocols
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ranbot-ai Skill Microsoft Clarity AutomationAutomate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio M
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sickn33 Skill Monte Carlo Validation NotebookGenerates SQL validation notebooks for dbt PR changes with before/after comparison queries.
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sickn33 Skill Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
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sickn33 Skill Cross Platform Contract Propagation AuditUse when auditing whether a field, enum, flag, or API contract propagates consistently across storage, services, clients, analytics, and tests.
45.1k -
whd4 Skill SQL Injection TestingThis skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
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whd4 Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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whd4 Skill Sqlmap Database Penetration TestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities.
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danstrem2 Bundle Heurist MeshAccess Web3 and crypto intelligence via Heurist Mesh MCP. Use when the user asks about cryptocurrency analytics, token information, trending tokens, wallet analysis, Twitter/X crypto intelligence, funding rates, market summaries, or any Web3-related queries. Heurist Mesh provides 30+ specialized AI agents for crypto use cases through the mcporter CLI.
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dokhacgiakhoa Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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dokhacgiakhoa Bundle Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights.
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dokhacgiakhoa Bundle Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.
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dokhacgiakhoa Bundle Data StorytellingTransform 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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dokhacgiakhoa Bundle Database ArchitectExpert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
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dokhacgiakhoa Bundle Agent Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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dokhacgiakhoa Bundle SQL Injection TestingThis skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
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dokhacgiakhoa Bundle 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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dokhacgiakhoa Bundle Sqlmap Database Penetration TestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities.
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dokhacgiakhoa Bundle 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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dokhacgiakhoa Bundle Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server
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a5c-ai Bundle Mobile AnalyticsMobile app analytics and crash reporting integration
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a5c-ai Bundle Product AnalyticsDeep 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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a5c-ai Bundle Docs AnalyticsDocumentation usage analytics and insights. Integrate with Google Analytics, Algolia analytics, and custom tracking to measure documentation effectiveness, identify content gaps, and optimize user journeys.
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a5c-ai Bundle Gitbook NotionIntegration with hosted documentation platforms GitBook and Notion. Manage spaces, synchronize content with Git, export/import between formats, configure webhooks, and retrieve analytics.
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a5c-ai Skill Chorus AnalyticsChorus.ai conversation intelligence for meeting insights and analytics
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a5c-ai Skill Highspot ContentHighspot sales enablement for content delivery and analytics
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a5c-ai Skill Tableau AnalyticsTableau dashboard and visualization integration for sales analytics
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a5c-ai Bundle Pandas Dataframe AnalyzerAutomated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.
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a5c-ai Skill Lms AdminConfigure and manage Learning Management System operations including courses, enrollments, compliance training, and learning analytics
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a5c-ai Bundle Langfuse IntegrationLangFuse LLM observability integration for tracing, analytics, and cost tracking
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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 Microsoft Clarity Automation, lms-admin, cross-platform-contract-propagation-audit. 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.