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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cloudthinker-ai Skill Managing Github CopilotUse when working with Github Copilot — gitHub Copilot management and usage analytics. Covers organization seat management, usage metrics tracking, policy configuration, content exclusion rules, suggestion acceptance analysis, and billing review. Use when managing GitHub Copilot licenses, reviewing adoption metrics, configuring policies, or analyzing developer productivity impact.
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cloudthinker-ai Skill Managing Mode AnalyticsUse when working with Mode Analytics — mode Analytics management — monitor workspaces, reports, queries, data sources, and scheduled runs. Use when reviewing report health, inspecting query performance, auditing data connections, or checking scheduled report delivery.
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cloudthinker-ai Skill Managing Pagerduty DeepUse when working with Pagerduty Deep — advanced PagerDuty management covering escalation policy design and optimization, event orchestration rules, AIOps noise reduction and intelligent grouping, analytics and reporting on incident volume and MTTA/MTTR trends, service dependency mapping, change events correlation, and automation actions. Use when performing deep PagerDuty configuration, tuning alert routing, analyzing on-call burden, or building event orchestration workflows.
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cloudthinker-ai Skill Managing Perplexity APIUse when working with Perplexity Api — perplexity AI API management covering models, search-augmented generation, usage analytics, and rate limits. Use when monitoring API health, analyzing query performance, reviewing available models, checking usage quotas, or troubleshooting Perplexity API issues.
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cloudthinker-ai Skill Managing Confluence DeepUse when working with Confluence Deep — deep Confluence management covering spaces, pages, content analytics, permissions, and workspace health. Use when performing deep audits of Confluence usage, analyzing content freshness, reviewing space permissions, or assessing documentation coverage across an Atlassian Confluence instance.
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cloudthinker-ai Skill Managing Github ProjectsUse when working with Github Projects — gitHub Projects (v2) management covering project boards, views, items, custom fields, and workflow analytics. Use when auditing GitHub Projects usage, managing project items and fields, analyzing project progress, or reviewing board health across GitHub Projects.
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cloudthinker-ai Bundle Monitoring ElasticsearchElasticsearch cluster monitoring, log analytics, and search optimization. Use when working with Elasticsearch indices, mappings, DSL queries, ES|QL analytics, or shard health.
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cloudthinker-ai Skill Managing Dropbox BusinessUse when working with Dropbox Business — dropbox Business file storage and collaboration platform management covering files, folders, team members, sharing, and usage analytics. Use when monitoring storage usage, analyzing file activity, reviewing team member health, managing sharing permissions, or troubleshooting Dropbox Business sync and storage issues.
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cloudthinker-ai Skill Managing Google AnalyticsUse when working with Google Analytics — google Analytics 4 management — monitor property configuration, event streams, user metrics, conversions, and audience data. Use when reviewing traffic trends, inspecting event setup, auditing conversion goals, or analyzing user acquisition.
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cloudthinker-ai Skill Managing Google Drive APIUse when working with Google Drive Api — google Drive API management covering files, folders, shared drives, permissions, storage quotas, and activity analytics. Use when monitoring storage usage, analyzing file sharing patterns, reviewing permission health, managing Google Drive resources, or troubleshooting Drive API access and sync issues.
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cloudthinker-ai Skill Managing Github Issues DeepUse when working with Github Issues Deep — deep GitHub Issues management covering issue tracking, label analytics, milestone progress, assignee workload, and issue lifecycle metrics. Use when performing deep audits of GitHub Issues, analyzing issue resolution times, reviewing label health, or assessing contributor workload across GitHub repositories.
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cloudthinker-ai Skill Managing Gitlab Issues DeepUse when working with Gitlab Issues Deep — deep GitLab Issues management covering issue tracking, label analytics, milestone progress, assignee workload, and issue lifecycle metrics. Use when performing deep audits of GitLab Issues, analyzing issue resolution times, reviewing board health, or assessing contributor workload across GitLab projects.
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cloudthinker-ai Skill Managing Cloudflare Dns DeepUse when working with Cloudflare Dns Deep — advanced Cloudflare DNS management covering zone records, DNSSEC configuration, DNS analytics, load balancing pools, health checks, and DNS firewall. Use for deep DNS record management, DNSSEC troubleshooting, DNS traffic analytics, configuring DNS-based load balancing, or auditing DNS security settings.
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tools-only Bundle Sepsis 3 CohortIdentify Sepsis-3 patients using the consensus definition (SOFA >= 2 + suspected infection). Use for sepsis cohort studies, outcome research, or quality metrics.
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tools-only Bundle WeaviateSearch, query, and manage Weaviate vector database collections. Use for semantic search, hybrid search, keyword search, natural language queries with AI-generated answers, collection management, data exploration, filtered fetching, data imports from CSV/JSON/JSONL files, create example data and collection creation.
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tools-only Bundle First Icu StayIdentify first ICU stays and first hospital admissions for cohort selection. Use to exclude readmissions, create independent observations, or build adult patient cohorts.
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tools-only Bundle Analytics AI TrafficWhen the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," or "AI search analytics."
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tools-only Bundle Df MergerMerge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.
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tools-only Bundle Google SheetsRead and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values. Lightweight integration with standalone OAuth authentication supporting full read/write access.
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tools-only Bundle Shopify ProductsCreate and manage Shopify products via the Admin API. Workflow: gather product data, choose method (API or CSV), execute, verify. Use when adding products, bulk importing, updating variants, managing inventory, uploading product images, or assigning products to collections.
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tools-only Bundle Analytics TrackingWhen the user wants to set up, audit, or optimize analytics tracking (GA4, events, conversions). Also use when the user mentions "Google Analytics," "GA4," "event tracking," "conversions," "gtag," or "data layer."
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tools-only Bundle Screen Time API EngineeriOS 16+ Screen Time engineering skill for FamilyControls, ManagedSettings, ManagedSettingsUI, ScreenTime, and DeviceActivity/DeviceActivityMonitor extension workflows. Use for app and website blocking, custom shields, shield action handling, schedule-based enforcement, onboarding authorization flows, usage analytics reports, entitlement setup, App Review readiness, debugging, and production hardening.
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tools-only Bundle Developing PreactSpecialized Preact development skill for standards-based web applications with native-first architecture and minimal dependency footprint. Use when building Preact projects, particularly those involving data visualization, interactive applications, single-page apps with HTM syntax, Web Components integration, CSV/JSON data parsing, WebGL shader visualizations, or zero-build solutions with CDN imports.
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tools-only Bundle Airbyte Connection SetupЭксперт Airbyte. Используй для настройки ETL/ELT пайплайнов, коннекторов, синхронизации данных и data pipelines.
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tools-only 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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tools-only Bundle Excel Lbo ModelerCreate leveraged buyout (LBO) models in Excel with sources & uses, debt schedules, cash flow waterfalls, and IRR calculations for private equity analysis
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tools-only Bundle Excel Dcf ModelerBuild discounted cash flow (DCF) valuation models in Excel with free cash flow projections, WACC calculations, and sensitivity analysis for investment banking and corporate finance teams Activates when you request "excel dcf modeler" functionality.
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tools-only Bundle Portfolio DashboardMulti-project portfolio analytics dashboard. Aggregate KPIs across projects, track portfolio health, compare performance, and support executive decision-making.
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tools-only Bundle Sam Cell SegGuidance for SAM-based cell segmentation and mask conversion tasks involving MobileSAM, mask-to-polygon conversion, CSV processing, and command-line interface design. This skill applies when working with Segment Anything Model (SAM) for biological image segmentation, converting binary masks to polygon coordinates, processing microscopy data, or building CLI tools that interface with deep learning models. (project)
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tools-only Bundle Wooyun LegacyProvides web vulnerability testing methodology distilled from 88,636 real-world cases from the WooYun vulnerability database (2010-2016). Use when performing penetration testing, security audits, code reviews for security flaws, or vulnerability research. Covers SQL injection, XSS, command execution, file upload, path traversal, unauthorized access, information disclosure, and business logic flaws.
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tools-only Bundle M4 APIUse the M4 Python API to query clinical datasets programmatically. Use when writing code to access clinical databases, executing SQL via Python, or performing multi-step data analysis.
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tools-only Bundle Data AnalystSQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
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tools-only Bundle Performing Security Code ReviewThis skill enables Claude to conduct a security-focused code review using the security-agent plugin. It analyzes code for potential vulnerabilities like SQL injection, XSS, authentication flaws, and insecure dependencies. Claude uses this skill when the user explicitly requests a security audit, asks for a code review with a focus on security, or mentions security concerns related to code. The security-agent plugin then provides structured security findings with severity ratings, code locations, impact assessments, and remediation guidance.
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tools-only Bundle Postgres Code ReviewReviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.
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tools-only Bundle Detecting SQL Injection VulnerabilitiesThis skill enables Claude to detect SQL injection vulnerabilities in code. It uses the sql-injection-detector plugin to analyze codebases, identify potential SQL injection flaws, and provide remediation guidance. Use this skill when the user asks to find SQL injection vulnerabilities, scan for SQL injection, or check code for SQL injection risks. The skill is triggered by phrases like "detect SQL injection", "scan for SQLi", or "check for SQL injection vulnerabilities".
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tools-only Bundle Migrating Dbt Project Across PlatformsUse when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using dbt Fusion's real-time compilation to identify and fix SQL dialect differences.
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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 managing-github-copilot, managing-mode-analytics, managing-pagerduty-deep. 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.