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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radixark Bundle Neon AccessRun arbitrary PostgreSQL SQL against the Miles Neon database through the repository-authorized GitHub workflow and return the encrypted result. Use when a repository writer asks to query, inspect, update, migrate, or otherwise operate on Neon without exposing NEON_DATABASE_URL. The SQL is not classified, rewritten, split, or restricted; the database role remains the authorization boundary.
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radixark Skill CI E2e Time TuneTune literal `register_cuda_ci(est_time=...)` values in `tests/e2e` from complete GitHub Actions logs produced by `ci-fetch-log`. Use when asked to calibrate E2E timing estimates, produce an evidence-backed runtime CSV, or apply estimate-only changes. Aggregate passed samples by test file, apply a 1.25 safety factor with mandatory upward bucket rounding, and never commit or push changes.
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eous Skill SQL PatternsSQL query patterns, optimization, and database best practices. Use when writing SQL queries, discussing database design, query optimization, or working with PostgreSQL, MySQL, SQLite. Triggers on mentions of SQL, SELECT, JOIN, INDEX, query optimization, database schema, PostgreSQL, MySQL.
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nvidia Skill Optimization Intent RouterClassify whether a data-backed request is LP, MILP, QP, routing, or non-optimization analytics.
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eous Skill Security ChecklistApplication security best practices and vulnerability prevention. Use when reviewing code for security issues, implementing authentication, or discussing OWASP vulnerabilities. Triggers on mentions of security, authentication, authorization, XSS, SQL injection, CSRF, OWASP, encryption, secrets.
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mobazha Bundle Product ImportImport products from Shopify, Amazon, Etsy, or CSV into a Mobazha store. Use when the user wants to migrate or copy listings from another platform.
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msgbyte Bundle Tianji Data QueryQuery website analytics, monitor uptime, survey results, telemetry data, feed events, application stats, and more from the Tianji platform via its read-only OpenAPI (69 GET endpoints across 14 service domains). Use when the user asks about website traffic, pageviews, monitor status, survey feedback, telemetry events, feed channels, billing usage, or any Tianji platform data.
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sandbaseai-awesome-workbuddy Bundle Document Quality ReviewReview Markdown, Word, PDF, spreadsheet, or presentation deliverables for factual support, internal consistency, completeness, usability, and visible quality before delivery.
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aliyun Bundle Alibabacloud Adb Mysql Copilot阿里云 AnalyticDB for MySQL 运维诊断助手。支持集群信息查询、性能监控、慢查询诊断、运行中SQL分析、表级优化建议等。当用户提到 ADB MySQL、AnalyticDB、慢查询、SQL 诊断、集群性能、查询RT、BadSQL、数据库优化、表分析、分区诊断、数据倾斜等话题时,应该使用该 Skill。即使用户没有明确说"使用 Skill",只要涉及 ADB MySQL 相关的运维、诊断或监控问题,也应主动使用。
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thewaywithin Skill Saas AnalyticsImplement product analytics for SaaS applications using PostHog or similar — event tracking, funnels, retention cohorts, feature adoption metrics, and dashboard wiring. Use when building analytics, event tracking, metrics, conversion, retention, or PostHog integration features.
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aliyun Bundle Alibabacloud Adb Smart AnalystADB MySQL 语义层交互 skill。支持 AI Agent 通过 SQL(主方式)或 OpenAPI / aliyun CLI(语义方式)搜索语义视图、执行语义 SQL、管理语义视图 DDL,以及通过 Python 脚本探索物理表元数据。两种方式均需 ADB SQL 连接来执行最终查询。当用户提出针对 ADB MySQL 的数据分析问题时使用。
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uhudsavasindankacanokcu2-finance-skills-for-claude Skill Cash Flow AnalyzerAnalyze a business's cash flow from raw transaction data (bank exports, accounting CSV, or pasted ledgers). Produces a categorized cash-flow statement, runway calculation, burn rate, and concrete liquidity warnings. Use when the user shares transactions, bank statements, P&L data, or asks about cash position, runway, burn, or "can we afford X".
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ntaksh42 Bundle Drawio DiagramCreate and open Draw.io diagrams from XML, CSV, or Mermaid syntax. Use when creating architecture diagrams, flowcharts, sequence diagrams, ER diagrams, org charts, or network diagrams.
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surendranb Bundle Ga4 AnalyticsUse when querying Google Analytics 4 data, active users, sessions, pageviews, bounce rate, channel acquisition, or custom dimensions.
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surendranb Skill Ua To Ga4Universal Analytics (UA) and GA4 use different names for equivalent concepts. UA was sunset on 2023-07-01; models trained before or around then guess UA field names that no longer exist in the GA4 Data API. On 2024-05-06 GA4 also renamed "conversions" to "key events" (see the conversions rows below). If a name feels obviously right but returns "Invalid metric/dimension", assume your training predates the change and verify with `search_schema`. This skill gives the correct GA4 Data API name for every common UA metric and dimension.
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bikach Bundle Security GuardianApplication security expert for vulnerability detection, code auditing, and secure design guidance. Covers OWASP Top 10, authentication, authorization, cryptography, and secrets management. Use when user says "security audit", "check for vulnerabilities", "review auth code", "is this secure", or asks about XSS, SQL injection, CSRF, or secret management. Do NOT use for general code review or architecture guidance.
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storyclaw-official Bundle Storyclaw AutoposterSupports publishing, scheduling, querying, managing, and analyzing posts across 13 social platforms via StoryClaw. Use when the user wants to post to TikTok, Instagram, Facebook, X/Twitter, YouTube, LinkedIn, Threads, Pinterest, Reddit, Bluesky, Telegram, Snapchat, or Google Business Profile. Use cases: (1) Publish or schedule a post with optional media, (2) Query post history or view post details, (3) View post or account analytics (likes, views, followers, reach), (4) Delete a post. Triggers: 帮我发帖, 自动发帖, 定时发帖, 查看帖子, 帖子数据, 观看量, 粉丝数, 账号分析, post to social media, schedule post, social media analytics.
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getaero-io Bundle Deepline MonitorsACCESS-GATED beta. Deepline Monitors are provider event feeds (job posts, email replies, funding, intent) that stream into your warehouse and trigger plays. Only use if you have monitor access: run `deepline monitors status` first; if it reports no access, do NOT use this recipe — tell the user to contact the Deepline team.
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getaero-io Bundle Deepline Plays ReviewUse this skill when a human needs to review a Deepline Play result and hand feedback, labels, or approval back to the agent for revision, evaluation, comparison, or bounded iteration. Triggers on “put this run in a Sheet,” “review these results,” “read my feedback,” “make this a standing rule,” “never regress on this case,” “compare these runs,” “keep improving,” or “add the revised run to the same spreadsheet.” Skip ordinary Play authoring or execution with no human review loop, generic spreadsheet work, and one-off CSV export.
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data-wise Skill StatsThis skill should be used when the user asks for "email stats", "inbox stats", "email analytics", "how many unread", "how many emails", "inbox count", "unread count", "email volume", "inbox overview", or wants to see inbox metrics. Shows unread count, top senders, oldest unread, and volume trends.
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honeydew-ai Bundle Entity CreationGuides you through defining a new Honeydew entity from a data warehouse source — covering source type, granularity key, and initial attribute mapping — then pushes to Honeydew via the MCP tools.
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honeydew-ai Bundle Metric CreationGuides you step-by-step through defining a business metric (aggregation) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.
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honeydew-ai Skill Query DebuggingUse when the user wants to review or inspect past query executions in Honeydew — what ran, from which client (BI tools, SQL interface, MCP, deep analysis), the semantic definition or compiled SQL behind a run, who ran it and when — and to debug failures. Uses the list_query_history MCP tool. For running new queries or analysis use the query skill.
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honeydew-ai Bundle Attribute CreationGuides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.
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oxy-hq Bundle Oxy App BuilderBuild and edit Oxy data app YAML files (*.app.yml) that visualize data through tasks and displays. Use when users ask to create dashboards, data apps, reports, interactive analytics interfaces, or to add filters/dropdowns/date pickers/controls to an app. Helps define SQL/workflow/agent tasks, interactive controls, and render outputs as tables, charts, and markdown.
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oxy-hq Bundle Oxy Etl BuilderBuild or extend ETL pipelines using DLT. Use when: (1) starting a new ETL project, (2) adding API connectors (Toast, Square, etc.), (3) adding spreadsheet/document ingestion, or (4) extending existing pipelines with new sources.
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oxy-hq Bundle Oxy Semantic LayerBuild and maintain Oxy semantic layer files (views and topics) for analytics. Use when the user asks to create, update, or validate Oxy semantic layers, view files, topic files, or needs help understanding database schemas for semantic layer creation.
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oxy-hq Bundle Oxy Agentic BuilderBuild and configure Oxy `.agentic.yml` files — multi-step FSM agents that ground questions in the semantic layer, generate SQL, execute it, and interpret results. Use when the user asks to create, edit, or troubleshoot an agentic analytics or app-builder agent, or to choose between `.agent.yml`, `.agentic.yml`, and `.workflow.yml`.
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oxy-hq Bundle Oxy Workflow BuilderBuild Oxy workflows, SQL queries, and agents following best practices. Use when the user asks to create data pipelines, queries, or analysis agents. Enforces hierarchy - semantic queries first, then SQL/workflows, then agents.
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oxy-hq Skill Oxy Instance Skill EvaluatorEvaluate the output of one of the 4 oxy instance-building skills (semantic-layer, workflow-builder, etl-builder, app-builder) against a rubric and propose specific improvements to the skill's SKILL.md. Use when the user asks to evaluate a skill, score skill output, or improve a skill based on test results.
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cdcore09 Skill Lumen AIMaster AI-powered natural language data exploration with Lumen AI. Use this skill when building conversational data analysis interfaces, enabling natural language queries to databases, creating custom AI agents for domain-specific analytics, implementing RAG with document context, or deploying self-service analytics with LLM-generated SQL and visualizations.
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tradingstrategy-ai Skill Extract Test SetExtract raw price dataframe for a test case
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artwist-polyakov Bundle Telegram Channel ParserПарсинг публичных Telegram-каналов через веб-превью t.me/s/. Посты, метрики, аналитика, дайджесты, конкурентный анализ. Cache-first подход для гигиены контекстного окна. Triggers: telegram канал, telegram channel, парсинг телеграм, дайджест каналов, telegram digest, анализ канала, шер-парад, telegram analytics, мониторинг каналов.
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qvvvvvvq Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When GLM 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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daloopa-daloopa-plugin-claude Skill InitiateInitiate coverage — generate both research note (.docx) and Excel model (.xlsx)
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daloopa-daloopa-plugin-claude Skill Comp SheetBuild an industry comp sheet Excel model with deep operational KPIs
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-patterns, security-checklist, alibabacloud-adb-mysql-copilot. 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.