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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robin-liquidium Bundle Gsc CLIGoogle Search Console CLI: sites, analytics, sitemaps, URL Inspection.
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woocommerce Bundle Woocommerce PerformanceIdentify performance issues in WooCommerce PHP code. Use when writing or reviewing code that loads collections of post-based objects (products, orders), renders product lists with images, reads multiple options in a loop or method, or writes SQL queries involving joins, aggregates, meta lookups, or range queries.
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ahmed-lakosha Bundle Odoo SecurityComprehensive Odoo security auditor for model access rules, HTTP route authentication, sudo() usage, SQL injection risks, and record rule completeness across Odoo 14-19. <example> Context: User wants a full security audit user: "Run a complete security audit on my HR module" assistant: "I will audit access rules, HTTP routes, sudo usage, and SQL injection risks across all files in the module." <commentary>Full audit trigger - comprehensive security review.</commentary> </example> <example> Context: User wants to check access rules user: "Check if all models have proper access rules in ir.model.access.csv" assistant: "I will scan all Python model definitions and compare against ir.model.access.csv to find missing read/write/create/unlink rules." <commentary>Access check trigger - ir.model.access.csv completeness.</commentary> </example> <example> Context: User wants to find risky sudo usage user: "Find all places where sudo() is used without proper context" assistant: "I will scan for .sudo() calls, categorize
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lulu-eva Bundle Eva ReviewEva Review 2.3.0 全平台发布后复盘入口。用于复盘一篇已经发布的短视频、小红书图文、公众号等内容,读取后台截图、Excel、CSV、Markdown 表格或多篇历史记录,决定下一篇优先测试什么,并在用户首次授权后持续维护当前项目的账号复盘记录库。已经发布的获客短视频且用户提供真实反馈时,可以验证本条原先的信任假设,但不建立线索或成交系统。触发:/eva-review、Eva Review、复盘这条已发布内容、看看这条发布后哪里可能卡住、回填上次结果、回看最近内容、总结最近内容规律、我讲什么更容易表现好。发布前审核、直接写新内容和没有发布对象的平台玄学问题不进入本 Skill。
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pluginagentmarketplace-custom-plugin-sql Bundle Query OptimizationSQL query optimization and performance tuning
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a-tokyo Bundle Database DocumentationGenerate grounded-and-verified, engine-agnostic database documentation that reaches 100% parity with the real schema. Introspects the LIVE database as ground truth and cross-validates it against ORM models, migrations, generated types, seeds, and application queries, then proves completeness by diffing the docs back against the database. Produces ER diagrams (mermaid), per-table data dictionaries, and a machine-readable schema.json. Works with PostgreSQL, MySQL, SQL Server, and SQLite across any ORM (Prisma, TypeORM, Drizzle, Sequelize, Knex, Django, Rails) or raw SQL. Use when asked to document a database, produce an ERD or data dictionary, write db/schema docs, audit schema drift, or refresh existing DB docs.
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fetcher-sh Skill Youtube APIA YouTube API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no OAuth and no daily quota. Use when the user wants to search YouTube videos with filters for upload date, duration, or sort order, search channels or playlists, look up a channel by ID, @handle, or custom URL path, list a channel's videos, shorts, or live streams, fetch a video's or short's details and comments, list a playlist's videos, pull posts under a hashtag, or check trending videos by region. Also covers YouTube data pipelines, channel monitoring, video analytics input, and trend tracking without the official YouTube Data API's daily quota limits.
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leeguooooo-chrome-use Skill NetworkMock responses, rewrite outgoing requests, block URLs, and record HAR with `chrome-use network route` (CDP Fetch, no proxy). Use when a task needs to stub an API response, override request headers/body, rewrite a URL to staging, block analytics, or capture/inspect network traffic.
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opensearch-project Bundle Opensearch SkillsBuild search applications and query log analytics data with OpenSearch. Use this skill when the user mentions OpenSearch, search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Also use for log analytics and observability — when the user wants to set up log ingestion, query logs with PPL, analyze error patterns, set up index lifecycle policies, investigate traces, or check stack health. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, or log analytics without mentioning OpenSearch.
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opensearch-project Bundle ObservabilityAnalyze logs and investigate traces in OpenSearch. Use this skill when the user wants to query logs with PPL, analyze error patterns, discover log patterns, investigate traces, check stack health, or perform any observability task. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, PPL, span, latency, error rate, anomaly detection, or log analytics without mentioning OpenSearch.
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opensearch-project Bundle Log AnalyticsAnalyze logs in OpenSearch using PPL and Query DSL. Use this skill when the user wants to query logs, analyze error patterns, discover log patterns, check error rates, perform anomaly detection on logs, or investigate application issues through log data. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, PPL, error rate, anomaly detection, log patterns, or log analytics without mentioning OpenSearch.
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opensearch-project Bundle Trace AnalyticsInvestigate distributed traces and spans in OpenSearch. Use this skill when the user wants to analyze traces, investigate slow spans, find error spans, track agent invocations, measure token usage, reconstruct trace trees, query service maps, or debug distributed systems through trace data. Activate even if the user says traceId, spanId, OpenTelemetry, OTel, distributed tracing, latency, span duration, service map, or trace investigation without mentioning OpenSearch.
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planetscale-skills Skill Planetscale Pscale CLI AutomationUse the PlanetScale CLI (pscale) from automated agents with --format json, auth check, pscale sql, and per-command --force. Run before other PlanetScale skills when driving pscale directly. Use when the user asks to automate pscale, run CLI commands headless, or verify pscale auth from an agent.
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warpdotdev Skill Dbt Model IndexProvide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse. Use when you need to query, analyze, or look up data in a dbt-powered data warehouse, or when resolving a vague data question into the right BigQuery tables to query.
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warpdotdev Skill Analysis ArtifactsGenerate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. Use when asked to conduct a deep dive, exploratory analysis, or investigation that goes beyond a simple data lookup.
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catalystbyzoho Bundle Catalyst ZiaCatalyst Zia Services and QuickML — OCR, Face Analytics, Text Analytics, Object Detection, Barcode Reader, Content Moderation, and AutoML predictions. Trigger on 'Zia', 'QuickML', 'OCR', 'face detection', 'text analytics', 'AutoML', 'ML model', or 'train a model on Catalyst'. DC restrictions: Identity Scanner is IN DC only; AutoML/QuickML is not available in EU, AU, IN, JP, SA, CA data centers.
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catalystbyzoho Bundle Catalyst NosqlCatalyst NoSQL — key-value table store with typed items built via NoSQLItem builder. Partition key required. Trigger on 'NoSQL', 'nosql.table', 'insertItems', 'fetchItem', 'updateItems', 'deleteItems', 'queryTable', 'NoSQLItem', 'document storage', 'flexible schema', or 'Catalyst document database'. Do NOT use when you need SQL joins, ZCQL queries, or a fixed relational schema — use catalyst-datastore instead.
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dingtalk-real-ai Bundle Dingtalk Aitable钉钉 AI 表格(多维表)。Use when 用户说 AI表格/多维表/数据表/base/table/应用模式/App 页面/Widget/建表/查记录/写数据/字段/记录增删改查/SQL/PostgreSQL/SELECT/JOIN/跨表关联查询/筛选/排序/公式/模板搜索/批量导入CSV或JSON/导出/仪表盘/图表/上传附件到表格/按字段类型建表/数据源/创建数据源/更新数据源配置/触发数据源同步/按任务 ID 查询同步状态/获取数据源配置/列出数据源可用来源/获取数据源可同步字段/审批数据同步。不做电子表格单元格读写(走 dingtalk-misc)、文档编辑(走 dingtalk-doc);听记待办入表先用 dingtalk-minutes 提取,再由本 skill 写入。命令前缀:dws aitable。
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johnrogers Bundle GrdbUse when writing raw SQL with GRDB, complex joins across 4+ tables, window functions, ValueObservation for reactive queries, or dropping down from SQLiteData for performance. Direct SQLite access for iOS/macOS with type-safe queries and migrations.
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chrisbanes Bundle Compose State And EffectsUse when writing or reviewing Jetpack Compose state ownership, remember state, state hoisting, screen state holders, LaunchedEffect, DisposableEffect, SideEffect, Flow collection, navigation, snackbar, analytics, or focus requests.
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openrouterteam Bundle Openrouter AnalyticsAnswer natural-language questions about a user's OpenRouter usage data — spend, request volume, model breakdown, latency, token usage, and cost optimization. Use when the user asks about their API usage, billing, costs, top models, traffic patterns, or wants to optimize their OpenRouter spend.
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openrouterteam Bundle Openrouter BenchmarksQuery OpenRouter's Benchmarks API for model benchmark rankings and scores. Use when the user asks for benchmark-backed model selection, model rankings by coding/intelligence/agentic ability, Artificial Analysis or Design Arena ELO/win-rate results, benchmark citations, or wants to call GET /api/v1/benchmarks. Also use alongside openrouter-models when the user asks what model should power an app, product, workflow, or use case and benchmark evidence could inform or rule out part of the recommendation, including creative writing, editing, coding, design, agentic, or intelligence-heavy apps. Do not use for OpenRouter usage analytics, billing/spend analysis, generation metadata, provider uptime/latency, generic model pricing/capability lookup without any selection or benchmark-relevance decision, or creating an evaluation suite for a local app.
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openrouterteam Bundle Openrouter Analytics QueryConstruct and execute analytics queries against the OpenRouter API — full parameter reference for metrics, dimensions, filters, time ranges, ordering, and pagination. Use when building or debugging an analytics query, understanding the request/response shape, or handling query errors.
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openrouterteam Bundle Openrouter Analytics SchemaDiscover the OpenRouter analytics schema — available metrics, dimensions, filter operators, and granularities. Use when you need to know what analytics data is queryable, what dimensions you can break down by, or how to map a user's question to the right metric/dimension combination.
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rtgs2017 Bundle Office DocsExtract text and tables from .docx and .xlsx using local scripts (no external deps).
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prisma-orm Bundle Prisma 8Comprehensive guide for building with Prisma 8 (Prisma Next), the contract-first data layer. Use whenever working on Prisma code in a project that uses it — authoring or editing the data contract (contract.prisma, PSL, TypeScript builders), migrations, queries (db.orm / db.sql), runtime wiring (db.ts, middleware, DATABASE_URL), build-tool integration, Supabase / RLS, reading PN-* structured errors, or filing feedback — and for orientation questions like "what is Prisma Next" or comparisons to other ORMs. Signals that this skill applies: @internal/* imports, prisma.config.ts, contract.prisma / contract.json / contract.d.ts, the prisma-next CLI, PN-* error codes. Also covers upgrading Prisma in a project — "upgrade Prisma 8", "bump Prisma Next", "move to Prisma Next X.Y", or dealing with an @internal/* version bump, in a consumer app or in an extension package. Does not apply to Prisma ORM 7 or earlier (schema.prisma + @prisma/client projects).
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markpitt Bundle GenaiscriptComprehensive expertise for working with Microsoft's GenAIScript framework - a JavaScript/TypeScript-based system for building automatable LLM prompts and AI workflows. Use when creating, debugging, or optimizing GenAIScript scripts, implementing prompts-as-code, working with tools and agents, processing files (PDF, CSV, DOCX), defining schemas, or building AI automation workflows.
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cycleuser Bundle TianbiaoTemplate-preserving form/report filler. Extracts text from mixed reference materials (PDF/OCR/images/Office), corrects misaligned lines and OCR errors, then fills the content into a Word/Excel template while keeping the ORIGINAL fonts, borders, merged cells and layout — never rebuilds from scratch. Triggers when: Filling official forms/reports based on a fixed template (成绩单、试卷质量分析表、成绩分析表、过程性评价档案、考查课报告、各类表格), extracting text from reference materials (PDF/扫描件/图片) then filling into template, when output MUST match the original template format exactly, or when converting .doc/.xls templates and populating them with data. Commands: - /填表 <模板> <数据> - Fill a template with data, preserving format - /填表 convert <文件> - Convert .doc/.xls template to editable .docx/.xlsx - /填表 inspect <模板> - Map a template's tables/cells/fonts before filling - /填表 extract <资料目录> - Extract text from reference materials (PDF/OCR/images) - /填表 check <文档> - Verify filled doc format fidelity & data integrity - /tianbiao <template> <data> - En
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cycleuser Bundle Inventory Report盘点归纳(Inventory & Report):从任意杂乱目录盘点某类素材(成果、文献、证书、内容库、名单、资产),先定义分类法,再全目录检索,多源交叉核验,输出结构化汇总(表格/清单/一段话/报告)。泛化于一切"整理一堆东西并交叉核对后给出汇总"的任务。 Triggers when: 需要统计/汇总某主题的内容(年度成果、论文清单、软著台账、获奖名单、学生获奖、文献库、内容收藏、证书清单、资产盘点),需要核对数字/条目是否与多个来源一致,需要把杂乱的档案目录整理成能直接上交的表格与总结。 Commands: - /盘点 <目录> [主题] - 盘点指定目录下的素材并输出汇总表 + 一段话总结 - /盘点 核对 <清单> - 对已有清单做多源交叉核验,输出证据链 - /盘点 报告 - 生成 docx 版盘点报告 - /inventory <dir> [topic] - English alias Capabilities: 分类法设计、按关键词全目录检索(glob+rg)、多源交叉核验(xlsx统计表/官方名单PDF/证书OCR,含WPS异常xlsx的zipfile+XML兜底读取)、xlsx分类汇总表生成(带格式)、一段话总结、docx报告、数字口径以用户确认为准、矛盾点列证据链
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jorgealves Bundle Python Security ScannerDetect common Python vulnerabilities such as SQL injection, unsafe deserialization, and hardcoded secrets. Use as part of a secure SDLC for Python projects.
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jorgealves Bundle Database Migration Integrity CheckerAudits SQL migration files for destructive actions, potential table locks, and compatibility issues. Use before applying migrations to production databases to prevent downtime and ensure data integrity.
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civitai Bundle MetabaseCreate and manage Metabase questions, dashboards, and public links. Use when the user wants to build metrics dashboards, create saved questions with SQL queries, or share analytics publicly.
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civitai Bundle CloudflareQuery Cloudflare HTTP analytics AND manage security rules across zones. Traffic investigation (top IPs, paths, user agents, bot scores, timelines, scrape analysis) plus export and port of Custom Rules + Rate Limit Rules between zones (e.g. civitai.com -> civitai.red).
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civitai Bundle Postgres QueryRun PostgreSQL queries for testing, debugging, and performance analysis. Use when you need to query the database directly, run EXPLAIN ANALYZE, compare query results, or test SQL optimizations. Always pass a target — `--prod` or `--dev` — because prod and dev are different databases and the default is prod. Always uses read-only connections unless explicitly directed otherwise.
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cline-skills Bundle OracledbUse these skills to manage and monitor Oracle databases by executing SQL statements, exploring schema metadata, analyzing query performance, monitoring active sessions and resource consumption, and managing storage and object health.
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cline-skills Bundle Spanner DataUse these skills when you need to explore the database structure, discover schema objects like tables and graphs, and execute custom SQL queries to interact with your data.
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 odoo-security, database-documentation, eva-review. 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.