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.
-
al-janef Bundle Database IntegritySchema design, migrations, transactions, indexes, query behavior, backfills, and tenant isolation or RLS. Treats every schema or migration change as high risk because deployed data already exists. Use for SQL, ORMs, data models, migration strategy, query performance, or data-integrity questions.
-
billabex Skill Billabex Task TriageReview and handle Billabex account tasks that require human input, including missing contacts and announced-payment reviews. Use for task inbox triage and applying a user decision, not for autonomous payment confirmation or generic portfolio analytics.
-
hewi333 Skill Financial AnalysisAnalyze business financials from a QuickBooks CSV export. Identifies cost categories, drills down on areas to cut costs, flags low-margin jobs, and spots revenue opportunities. CSV import now, QuickBooks API wiring optional later. Designed for small business owners who don't read spreadsheets — agent translates the numbers into plain English.
-
rolandogavino-spec Bundle Content SkillRun one evidence-aware e-commerce content workflow that researches product opportunities, analyzes customer reviews and VOC, optimizes product listings and detail pages, and plans product-image or short-video creative. Use for product research, ASIN or competitor analysis, review CSV/XLSX analysis, negative-review diagnosis, titles, bullets, descriptions, FAQs, Amazon A+ content, Shopee/Shopify/AliExpress listings, product image copy and prompts, storyboards, ad hooks, or an end-to-end research-to-publish content package.
-
rolandogavino-spec Bundle Extract PDF DetailsExtract accurate, structured details from one or more PDF files, including native-text PDFs, scanned documents, forms, invoices, catalogs, specifications, reports, and PDFs containing tables or images. Use when Codex must find requested fields, summarize document facts, convert PDF content to a table/JSON/CSV, compare values across PDFs, or provide page-level evidence while avoiding unsupported guesses.
-
dgusoff Bundle Vendor Equipment ConsolidationBuilds the Consolidated Vendor Equipment table — one row per equipment Tag ID — from the weekly LA LNG ISBL planning schedule's vendor detail tabs, following Quiana Cipriani's documented consolidation process. Use when the user asks to "build the vendor equipment table", "rebuild Quiana's table", "run the consolidation prompt", "consol vendor equip table", "line-item equipment table", or wants tags with weights and ETAs listed individually. Do NOT use for shipment-level arrival analysis, MOF/port timelines, or "the consolidated view" (use cargo-arrival-schedule-analysis), nor for unrelated spreadsheets (use the xlsx skill).
-
dgusoff Bundle Cargo Arrival Schedule AnalysisAnalyzes the LA LNG ISBL Critical Cargo / Planning Schedule workbooks in the "Logistics Barge Schedule" Teams channel — arrivals by port (HOU, LCH), MOF barge arrivals, road and domestic barging, and vendor voyages — and builds the readable consolidated workbook from one. Use when the user asks to "analyze the barge schedule", "what's the latest cargo arrival schedule", "what changed between SF28 and SF29", "what arrives at the MOF next month", "which shipments are TBC or delayed", "build the consolidated view", or references an "SFxx Planning Schedule" file. Do NOT use for the line-item vendor equipment table (use vendor-equipment-consolidation), for unrelated spreadsheets (use the xlsx skill), for scheduling meetings, or for other Teams channels.
-
kaythone Skill Token Bill Export导出账单文件到项目目录:xlsx 双 sheet(成本明细+对客报价)+原生图表;缺 openpyxl 自动降双 CSV
-
galiprandi Skill DBSafe Postgres CLI. Reads DATABASE_URL from .env, runs SQL, prints JSON. Read-only by default.
-
llp42 Skill CSV SummaryMUST be used whenever the user asks to summarize, profile, or get statistics on a CSV file (row/column counts, nulls, ranges, distributions). Always invoke this instead of manually parsing the CSV yourself.
-
vickyck428-ux Bundle Amazon Aba SelectionIndependently analyze Amazon Brand Analytics hot-search data, historical first-appearance words, and rapidly rising keywords to discover early product opportunities and estimate how quickly each opportunity may crowd. Use when the user asks for ABA 选品、ABA 新词榜、热搜词首次出现、增长词筛选、飞鱼 ABA 数据分析、精铺女包趋势词,或判断某个 ABA 词是不是新品机会。
-
vickyck428-ux Bundle Fbm First Round Filter对 Amazon 商品 Excel 做 FBM 第一轮筛选,输出命中结果与筛选说明。用户提到“第一轮筛选”“FBM 筛选”“按评论数、卖家、国家、配送方式、类目排名、上架天数筛产品”,或给出 `.xlsx/.xls/.csv` 商品表并要求筛出评论数小于 50、排除 Amazon、中国卖家、FBM、有类目排名、上架 200 天内的商品时使用。
-
vickyck428-ux Bundle Lc 1688 Product ImportImport 1688 single-product or whole-store Excel/CSV data into the persistent product-selection state database, preserving parent products, exact skuProps/skuInfoMap/specId/skuId relationships, representative images, and cross-store duplicate-listing detection. Use when the user supplies a 1688 link,采购助手 export, store export, or asks to import/deduplicate 1688 products before selection.
-
838997125 Skill Retail Data Migration零售汇总分析数据迁移技能。将 Excel 文件(零售汇总分析-YYYY-MM-DD格式)增量导入 MySQL 数据库。适用于定时任务自动执行或手动触发未导入数据的导入操作。
-
838997125 Bundle B2b Report Data Migration将 `D:\数据专用\基础全量数据` 目录下的电商B端报表Excel文件增量导入 MySQL 数据库。适用于:定时任务自动导入新文件、手动触发导入未处理的Excel文件、或者当定时任务漏跑时补导入数据。 When to trigger: 用户提到"电商B端报表"、"B2B报表"、"import_all_reports"、"数据导入"、"增量导入"、"定时任务漏跑"、"补充导入"、"导入未处理的Excel"等场景时使用此技能。 Also triggers when user mentions database `YMSS_DING` table `B2B_Report` or Excel files in `D:\数据专用\基础全量数据` that need to be imported.
-
vickyck428-ux Bundle Lc 1688 Purchase ShippingTurn post-purchase 1688 order screenshots into a reviewed, image-complete purchase and shipping manifest, then idempotently upsert it to the dedicated Feishu Base only after explicit confirmation. Use when the user sends 1688 order, payment, or logistics screenshots or asks to 录入1688采购、整理1688订单截图、生成采购发货表、记录待付款商品. Do not use for 1688 product links, Excel/CSV store exports, product selection, listing generation, or market research; route those to lc-1688-product-import.
-
vickyck428-ux Bundle Amazon Inventory ClearanceAnalyze Amazon FBA excess, aged, stranded, and slow-moving inventory; classify each SKU as 紧急清退、主动清货、停补观察、健康维持或待补货; separate potential excess, fee risk, and clearance target quantities; and create an auditable read-only XLSX action plan. Use when the user asks for 库存清货、滞销库存、超量库存、库龄费、FBA老库存、Outlet/移除/清算建议、女包清库存,或按SKU制定清货计划。
-
vickyck428-ux Bundle Amazon Blue Ocean ScreeningIndependently screen and rank Amazon categories or niches for small blue-ocean opportunities using coarse filters, fatal gates, expected ACoS, margin, review dependence, concentration, returns, and real new-product launch evidence. Use when the user asks for 小众蓝海筛选、批量类目打分、细分市场排名、蓝海类目 Excel 分析、精铺女包细分市场排序,或从多个 niche 中找优先级。
-
vickyck428-ux Bundle Xinghe Ecommerce Buyer VoiceResearch and synthesize ecommerce buyer voice for physical products, then translate evidence into product-page strategy. Use for 商品评论分析、买家心声/VOC、竞品评论挖掘、差评分析、退货原因、客服记录、问大家、购买动机、购买顾虑、卖点验证、用户画像、主图信息优先级、详情页结构、FAQ、改品建议,以及 Amazon、TikTok Shop、Shopify、淘宝、天猫、京东、拼多多、抖音、小红书等平台的公开买家调研。支持分析上传的 CSV/XLSX/JSON/TXT/截图,也支持根据产品关键词、商品链接或产品图片主动联网调研。只输出有证据的研究与页面策略;需要生成图片或完整详情页时交给相应电商生成技能。
-
vickyck428-ux Bundle Lc Fbm Warehouse Action Center将 Amazon 与 Walmart 的 FBM 已出单记录或订单报表转换为 WFS/FBA 首发和补货动作。用于FBM成交转仓、订单历史回跑、发货需求总表或已存在动作的补1件;不用于售前选品、共享候选池、T1审批、采购到货、装箱、Shipment ID或Listing工作簿。
-
vickyck428-ux Bundle Amazon Software Product SelectionIndependently generate and validate Amazon product candidates from software product databases using launch date, review count, fulfillment mode, seller country, price, sales, dimensions, weight, category, and historical product signals. Use when the user asks for 软件商品选品、卖家精灵选产品、商品库 Excel 筛选、近期低评 FBM 新品、冷门高价产品、精铺女包 ASIN 初筛,或按商品字段批量找候选品。
-
fe2-o3 Bundle Swift DataUse for ANY Swift/iOS/macOS data persistence work: persisting data, models, or a database; Core Data (NSManagedObject, NSPersistentContainer, NSFetchedResultsController, stack setup, threading, migrations, NSPersistentCloudKitContainer/CloudKit sync); SwiftData (@Model, @Query, @Relationship, ModelContainer, predicates); SQLiteData (@Table, @FetchAll, @FetchOne, @Fetch macros, CloudKit private-database sync); GRDB (raw SQL, DatabaseQueue/DatabasePool, complex joins, window functions, ValueObservation). Also use when deciding WHICH persistence framework to use, migrating between them, or reviewing/writing/debugging persistence code in an existing project. Consolidates four prior skills (core-data-expert, swiftdata-pro, sqlite-data, grdb) into one — always load this first for persistence work rather than guessing at framework-specific APIs from memory.
-
agentx-ai Bundle Run EvalRun an AgentX self-host evaluation of the local agent: pick or create the dataset and grading config (templates, an existing id, a CSV/file of Q&A, or cases curated from the agent's own live traces), write the harness that calls the agent per case with a linked trace, execute the run, and hand back the score, the browser report, and the /eval-fix command. Use whenever someone wants to evaluate their agent on a self-host engine (AgentX-trace-eval, normally http://localhost:4700), asks to "run an eval", "score my agent", "create a dataset", "test my agent against a dataset", or has traced runs and wants to know how good they are. The deliverable is a committed eval harness plus a finished, analyzed run - the exact thing /eval-fix picks up.
-
maggielerman Bundle Rps Etsy Shop Uploader Listing WorkflowUse when preparing, reviewing, applying, verifying, or debugging Rock Paper Scissors Etsy listing work through Shop Uploader, including exports, CSV/XLSX templates, draft-create packets, partial updates, media/file URLs, upload reports, and post-update verification. Custom skill by Maggie Lerman.
-
maggielerman Skill Rps Etsy Shop Uploader Listing Workflow 2Use when preparing, reviewing, applying, verifying, or debugging Rock Paper Scissors Etsy listing work through Shop Uploader, including exports, CSV/XLSX templates, draft-create packets, partial updates, media/file URLs, upload reports, and post-update verification. Custom skill by Maggie Lerman.
-
maggielerman Skill Shopify Admin ExecutionRun a validated Admin GraphQL operation against a specific store using Shopify CLI. Use this when the user wants an executable store workflow, not just the query or mutation text. If the answer should include `shopify store auth` and `shopify store execute`, choose this API. Choose this for 'my store', 'this store', a store domain, product reads on a merchant store, low-inventory lookups, product updates, and warehouse/location inventory changes. Examples: 'Show me the first 10 products on my store', 'Find products with low inventory on my store', 'Set inventory at the Toronto warehouse so SKU ABC-123 is 12'.
-
ryan-zhao03 Bundle Jd Review Collector京东商品评论本地采集与分析浏览器扩展的使用手册。当用户需要采集京东商品评论、分析商品口碑/差评/正负面、安装或配置这个采集扩展、解释扩展的 AI 设置与 API Key 安全边界、或对已采集的评论结果(JSON / Excel / ZIP)做进一步分析时使用。This skill should be used when the user asks to collect JD.com product reviews, install or configure the JD review collector extension, explain its AI analysis or API key handling, or further analyze collected review results (JSON / Excel / ZIP).
-
alphaparkinc Bundle Genpark Genoffice Document Agent Suite SkillMulti-format AI Office document engine and agentic synthesizer for Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF and Markdown.
-
dingqiangliu Bundle Vertica ExpertComprehensive skill for Vertica database migration and development. Includes SQL syntax reference, custom SQL function development, PL/vSQL stored procedure development, UDx custom function creation (C++, Python, Java, R), in-database machine learning (regression, classification, clustering, time series), performance optimization, and migration from Oracle, DB2, SQL Server, PostgreSQL, MySQL, and Teradata. Use this skill for writing Vertica SQL, developing stored procedures, creating custom functions, implementing machine learning workflows, optimizing performance, or migrating from other databases. Features Multi-Agent Migration Workflow with Manager, Requester, Migrator, and Tester agents for large-scale migrations to ensure rule adherence and context management.
-
rrijssenbeek Bundle SecuritySecure web and desktop application development. Use when writing authentication, authorization, API endpoints, form handling, database queries, file uploads, Electron apps, Tauri apps, IPC handlers, cryptography, secrets management, security headers, input validation, or when reviewing code for vulnerabilities. Covers OWASP Top 10, XSS, CSRF, SQL injection, SSRF, command injection, path traversal, and desktop app security.
-
edorabma9304 Skill XLSXUse this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file; create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats.
-
evrenverse Bundle XLSX ToolInspect, search, read, edit, batch-update, and validate Microsoft Excel XLSX workbooks with the xlsx-tool CLI. Use when an agent must understand or modify an .xlsx file while keeping reads bounded, producing machine-readable JSON, preserving workbook structure, and verifying every write.
-
genkovich Bundle Data ModelUse to design the data model AND generate the actual forward + rollback migrations in one pass — shippable SQL, not a plan. Triggers on "data model for {slug}", "schema for {slug}", "generate migrations for {slug}", "DB design + migration", "/sdd:data-model {slug}", "модель даних для {slug}", "схема для {slug}", "згенеруй міграції". Reads spec.md §5 + sad.md §5 building blocks + the §6 sequence diagrams, then writes docs/features/{slug}/data-model.md plus paired *.up.sql / *.down.sql migrations STAGED under docs/features/{slug}/migrations/ (NOT the live migrations/ tree — implement promotes them when the feature is actually built) and an audit report. Greenfield-first; brownfield delta via --mode brownfield; drift-only via --drift-only. Hard-refuses if spec.md or sad.md is missing. Stack-agnostic: detects and FOLLOWS the repo's DB + migration conventions and domain layer — it imposes no DB philosophy and writes no rules file.
-
nhutnguyengkimvn Bundle Extract Recform Panels CSVReads one or more lab Test Requisition Form PDFs and emits ONE CSV per PDF listing every orderable panel with its test parameters (gene list / assay labels) and its ICD-10 codes. Handles both requisition layouts: per-panel ICD tables (AlphaDERA-style NGS / PCR-MLPA forms) and a single shared form-level ICD list (Isacare PGx-style panel-composition forms). Use whenever the user says "export panel list to CSV", "lấy list panel ra csv", "extract panels + test params + icd from these PDFs", or hands over several requisition PDFs at once. These PDFs are usually FLATTENED (one image per page, no text layer), so extraction is a 300-DPI render + visual read, then a deterministic validator, then a SECOND independent read diffed against the first before the result is reported. Invoked as `extract-recform-panels-csv <path1.pdf> [<path2.pdf> ...]`.
-
nhutnguyengkimvn Bundle Get Record Transcripts DashboardCollects call recordings + transcripts for a list of DNA Insights case names and exports them to CSV (id, case_name, date_time_start, date_time_end, video_link, transcribe_file_link_v2). For every call longer than 2:00 it triggers the transcript service when the case has no transcript yet, waits until the new transcript lands, then appends the row and tracks the case as done (resumable). Runs entirely over the dashboard HTTP API — no browser, no 10 tabs. Use when the user hands over a file/list of case names and asks for the call records, recordings or transcripts, or says "get record transcripts", "lấy transcript của list case này", "export call records ra csv". Invoked as `get-record-transcripts-dashboard <case-list-file>`.
-
0xtrey Bundle Folloze Board Quality CoreApply shared public-safe design, copy, interaction, responsive QA, analytics, and Folloze MCP publishing gates to every customer-facing Folloze board builder. Use after routing and throughout local build, review, save, and publish readiness.
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 database-integrity, billabex-task-triage, financial-analysis. 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.