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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joellewis Skill Crm Client LifecycleDesign and optimize CRM systems and client lifecycle workflows for advisory firms, covering segmentation, household management, service tiers, and retention analytics. Use when the user asks about client segmentation models, building household structures, defining service tier SLAs, scheduling reviews, tracking lifecycle stages from prospect through estate, identifying at-risk clients, analyzing wallet share, consolidating held-away assets, or evaluating CRM platforms. Also trigger when users mention 'client segmentation', 'retention risk', 'at-risk clients', 'household linking', 'multi-generational', 'service tiers', 'Redtail', 'Wealthbox', 'Salesforce for advisors', 'referral tracking', or 'contact gap'.
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joelhooks-joelclaw Skill GogcliGoogle Workspace CLI for agents. Use gog to access Gmail, Calendar, Drive, Contacts, Tasks, Sheets, Docs, Slides, Forms, Chat, and more. Triggers on: 'check my email', 'what's on my calendar', 'search gmail', 'list calendar events', 'send email', 'check tasks', 'search drive', 'list contacts', 'create event', 'upload to drive', 'read spreadsheet', or any Google Workspace task.
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acedatacloud Skill Google SheetsRead and edit Google Sheets via the Sheets v4 REST API. Use when the user mentions Google Sheets, a spreadsheet, cells / ranges / tabs, reading or appending rows, updating values, or creating a new spreadsheet.
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acedatacloud Skill Google AnalyticsQuery Google Analytics 4 (GA4) reports via the Analytics Data API v1 and list properties via the Admin API. Use when the user mentions Google Analytics, GA4, website traffic / sessions / users, top pages or sources, conversions, or a realtime report.
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acedatacloud Skill Google Search ConsoleQuery Google Search Console via the Search Console API v1 — search analytics (clicks / impressions / CTR / position), sites, sitemaps and URL inspection. Use when the user mentions Search Console, organic search performance, top queries / pages, indexing status, or sitemaps.
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glebis Bundle GwsThis skill should be used when interacting with Google Workspace services via the gws CLI — Gmail (search, triage, send, labels, filters, drafts), Calendar (agenda, events, Meet conferencing), Drive (upload, list, share, download), Sheets (read, append), Docs, Tasks, Chat (send), People/Contacts, and cross-service workflows (standup, meeting prep, weekly digest, email-to-task). Triggers on queries like "check my email", "search Gmail", "send email", "calendar agenda", "create calendar event", "upload to Drive", "read spreadsheet", "create a task", "triage inbox", "find contact", "post to Chat".
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glebis Bundle Lab RetroFinal retrospective and self-assessment for participants of Claude Code Lab. Runs four sequential interactive parts — progress audit, best prompt, monthly plan, and feedback — using AskUserQuestion. Triggers on "/lab-retro", "lab retrospective", "claude code lab final", or after completing the 6-week Claude Code Lab cohort.
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glebis Bundle Wispr AnalyticsThis skill should be used when analyzing Wispr Flow voice dictation history for self-reflection, work patterns, mental health insights, or productivity analytics AND when managing the Wispr Flow dictionary (adding terms, fixing mishears, exporting/importing, suggesting improvements). Triggered by requests like "/wispr-analytics", "analyze my dictations", "what did I dictate today", "wispr reflection", "add to wispr dictionary", "improve dictation", "wispr suggest", "export wispr dictionary", or any request to review voice dictation patterns or manage dictation quality.
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eyadsibai Skill DaskUse when "Dask", "parallel computing", "distributed computing", "larger than memory", or asking about "parallel pandas", "parallel numpy", "out-of-core", "multi-file processing", "cluster computing", "lazy evaluation dataframe"
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eyadsibai Skill Data ScienceUse when "statistical modeling", "A/B testing", "experiment design", "causal inference", "predictive modeling", or asking about "hypothesis testing", "feature engineering", "data analysis", "pandas", "scikit-learn"
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eyadsibai Skill Data EngineeringUse when "data pipelines", "ETL", "data warehousing", "data lakes", or asking about "Airflow", "Spark", "dbt", "Snowflake", "BigQuery", "data modeling"
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eyadsibai Skill Security ScanningThis skill should be used when the user asks to "scan for vulnerabilities", "check for security issues", "find secrets in code", "audit dependencies", "detect SQL injection", "find XSS vulnerabilities", "check for OWASP issues", "scan for hardcoded credentials", or mentions security analysis of code.
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eyadsibai Skill Document ProcessingUse when working with "PDF", "Excel", "Word", "PowerPoint", "XLSX", "DOCX", "PPTX", "spreadsheets", "presentations", "extract text", "merge documents", "convert documents", or asking about "office document manipulation"
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redfox-data Bundle Youtube DigestYouTube 提文案 — 输入 YouTube 视频链接或 ID,一键提取视频文字稿(字幕/口播文案),默认输出不带时间戳的纯文案;字幕中文轨优先、无中文轨回退英文后自动翻译为中文,结果以表格(标题/时长/文案内容)呈现,支持导出 Excel、可选带时间戳版本。当用户需要提取 YouTube 视频文案、把视频转成文字稿、做视频笔记/总结/翻译/二次创作时使用。
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anthropics-financial-services Skill Lbo ModelThis skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.
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anthropics-financial-services Skill Comps AnalysisBuild institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format. **Perfect for:** - Public company valuation (M&A, investment analysis) - Benchmarking performance vs. industry peers - Pricing IPOs or funding rounds - Identifying valuation outliers (over/under-valued) - Supporting investment committee presentations - Creating sector overview reports **Not ideal for:** - Private companies without comparable public peers - Highly diversified conglomerates - Distressed/bankrupt companies - Pre-revenue startups - Companies with unique business models
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anthropics-financial-services Skill Clean Data XlsClean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet", "normalize this data", "fix formatting", "dedupe", "standardize this column", "this data is messy".
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anthropics-financial-services Bundle 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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julianobarbosa Skill File IntelRun the Gemini file processor on any folder — extracts content from PDF, PPTX, XLSX, DOCX, CSV, JSON, and any text format, then generates Obsidian-ready summaries. Use when asked to "summarise this folder", "run file intel", "process these files", or a folder path is provided and summaries are needed.
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fandhe-ai-agent-reference-skil Bundle Anthropic Admin PlatformClaude API (platform.claude.com) の組織管理・Admin API (sk-ant-admin) リファレンス。 users, invites, workspaces, API keys, service accounts, RBAC (groups / roles), Workload Identity Federation (WIF, federation issuers / rules), Usage & Cost API, rate limits / spend limits, Analytics API, Compliance API, CMEK, zero data retention (ZDR), data residency, inference hooks。
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fandhe-ai-agent-reference-skil Bundle Anthropic Claude Code AdminClaude Code (code.claude.com) の権限・セキュリティ・企業管理リファレンス。 permissions (allow / ask / deny), permission modes, auto mode, sandboxing (sandboxed Bash), sandbox environments, zero data retention, data usage, admin setup, server-managed settings, corporate launcher, network config, authentication (SSO), analytics, monitoring (OpenTelemetry), costs, large codebases。
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nickcrew Skill UX ResearcherUse this skill when planning or conducting user research, writing interview guides, designing surveys for UX insights, synthesizing qualitative findings, creating personas, or writing research reports. Trigger phrases: 'write a user interview guide', 'how do I conduct usability testing', 'synthesize research findings', 'create a user persona', 'design a UX survey'. Not for quantitative market sizing (use market-researcher), writing business requirements (use business-analyst), or product analytics.
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nickcrew Skill Vibe SecurityComprehensive secure coding guide covering OWASP web vulnerabilities with prevention patterns and checklists. Use when writing or reviewing web application code to prevent XSS, CSRF, SSRF, SQL injection, access control flaws, and other common security vulnerabilities.
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podo Bundle Search UXDesign search experiences that help users find, recover from failure, and refine. Query input, autocomplete, results, ranking, filtering, zero-results, and analytics.
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aws Bundle Amazon KeyspacesProvides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for Amazon Keyspaces (for Apache Cassandra). Covers LWT/batch operations, secondary indexes, materialized views, capacity modes, TTL, PITR, CDC, auto-scaling, multi-region keyspaces, UDTs, nodetool diagnostics parsing, SQL-to-Cassandra migration, and Cassandra-to-Keyspaces migration scenarios. Agents frequently produce incomplete or incorrect answers about Keyspaces feature support without this skill loaded.
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aws Bundle Developing Applications On Managed Service For Apache FlinkMANDATORY for Flink or Amazon Managed Service for Apache Flink (MSF) questions. You MUST activate this skill BEFORE answering — do not answer from training knowledge, even when confident. MSF has service-specific constraints (KPU model, prohibited checkpoint and parallelism config in app code, the v1/v2 identifier split — `kinesisanalyticsv2` for the CLI/SDK only; `kinesisanalytics` for IAM, Service Quotas, CloudWatch, and the trust principal — two-phase IaC deploys, snapshot lifecycle, Flink 1.x→2.x migration) that override generic Flink knowledge.
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bytedance Bundle Database Skill用于火山引擎(Volcengine)数据库(MySQL、veDB-MySQL、PostgreSQL、SQL Server、MongoDB、Redis)和公网自建数据库(MySQL和PostgreSQL系列)的元数据管理、数据分析、开发变更、运维诊断、巡检。覆盖实例列表查询、实例下数据库列表查询、表列表查询、表结构查询、数据查询、数据分析与可视化报告(含跨数据源/文件联合分析)、数据治理(资产盘点/数据画像/数据质量/敏感数据识别)、慢查询诊断、死锁与锁等待分析、事务与活跃会话排查、错误日志查询、表空间分析、健康巡检、监控指标查询、变更工单申请等场景。不支持字节云(ByteCloud)数据库,如 ByteRDS / ByteDoc / ByteRedis。
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bytedance Bundle Byted Data LabelSeederive 非结构化数据打标平台,使用 LLM 对文本、语音、图片数据进行批量分析处理。 当用户提到以下任何场景时必须使用此 Skill:数据打标、标注、情感分析、标签分类、 观点提取、翻译、评论分析、水军识别、内容评分、标签库管理、提示词优化。 即使用户没有直接提到「Seederive」,只要涉及对一批文本做分类/打标/分析/翻译/评分, 或者提到「帮我分析这些评论」「这些数据的情感是什么」「识别水军」「提取观点」 「翻译这批内容」「建个标签体系」「效果不好帮我优化」等表述,都应触发此 Skill。 也适用于用户提供 CSV/Excel 文件要求批量处理的场景。
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bytedance Bundle Byted Bytehouse AI QueryByteHouse AI 查询技能,提供自然语言转 SQL(Text2SQL)、SQL 执行、库表结构查询、多模态向量化和向量检索等能力,覆盖 ByteHouse 云数仓的日常查询、SQL 生成与执行场景。当用户提到 "ByteHouse"、"查表"、"查数据"、"Text2SQL"、"自然语言查询"、"列出数据库"、"列出表"、"执行 SQL"、"生成 SQL"、"多模态检索" 等诉求,或者需要基于 ByteHouse 完成上述任务时,应使用本 Skill。
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bytedance Skill Byted Recruitment Analytics招聘数据分析与优化建议技能。用于定时生成招聘进展日报、周报、月报,分析招聘效果,提供优化建议和下一步招聘策略。
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bytedance Bundle Byted Sol Excel Bill Discount账单Excel折扣处理工具,自动生成标准合规的账单折扣总览透视表,包含日期格式化、聚合计算、格式设置、总额验证,生成的XLSX文件无Excel修复提示。
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bytedance Bundle Byted Viking Aisearch Database简化版数据库工具,适用于火山引擎 RDS 实例以及自建数据库的元数据查询、SQL 执行、nl2sql 等场景。当用户需要查询火山引擎 RDS 实例以及自建数据库表结构、查看数据、执行 SQL 或将自然语言转换为 SQL 时使用此 skill。
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bytedance Bundle Byted Sqlserver Instance Management使用火山引擎 RDS SQL Server,当用户需要执行 RDS SQL Server 相关的实例管理、数据库操作、账号管理和运维任务时使用该skills,可直接调用 uv run ./scripts/call_rds_mssql.py 脚本获取实时结果。
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bytedance Bundle Byted Data Deepresearch Structured2markdown专门用于将 Excel (.xlsx, .xls) 和 CSV (.csv) 文件转换为高度格式化的 Markdown 文档。 该工具具有内置的结构解析逻辑,能够自动识别表头、合并单元格并优化长文本换行。 当用户需要将表格数据转化为文档报告或在 Markdown 环境中展示数据时,**必须优先调用此工具**,以确保格式的准确性和视觉上的专业性,避免普通代码分析产生的格式错乱。
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posthog Skill Investigating ReplayInvestigates a session recording by gathering metadata, person profile, same-session events, and linked error tracking issues in one pass. Use when a user provides a recording or session ID and wants to understand what happened — who the user was, what they did, what errors occurred, and whether there are related error tracking issues. Replaces the manual chain of session-recording-get, persons-retrieve, execute-sql, and query-error-tracking-issues-list.
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posthog Skill Filtering Bot TrafficIdentify, measure, and exclude bot / crawler / AI-agent traffic in PostHog web and product analytics using the traffic classification surface (the isLikelyBot / getTrafficType HogQL functions and the $virt_* virtual properties). Use when the user asks to "exclude bots", "filter out crawlers", "remove bot traffic from my numbers", "how much of my traffic is bots / AI crawlers", "is GPTBot / ChatGPT / Claude hitting my site", "break down traffic by human vs bot", or wants clean human-only counts in an insight or dashboard. For the real-time Live tab bot tiles, use exploring-live-traffic instead.
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 initiating-coverage, google-sheets, google-analytics. 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.