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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xjli360 Bundle Sealeap Fenghuang Amazon Brand Registry SetupPrepare and submit an Amazon Brand Registry application (US marketplace by default) with the trademark, listing, and distribution evidence it requires, then activate the unlocked brand tools—A+ Content, video, Vine, Transparency, Sponsored Brands, Stores, Brand Analytics, Attribution, and referral bonus—in a prioritized order with observation metrics. Use for 品牌备案怎么申请、备案需要什么材料、备案后能用什么功能、A+ 怎么解锁、品牌保护怎么做. Do not use to file trademarks on the user's behalf or to promise approval timelines.
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xjli360 Bundle Sealeap Hundun Amazon Fba Shipment Plan TrackingWalk through creating an FBA inbound shipment end to end — barcode strategy, packing-type qualification (mixed-SKU carton versus single-SKU manufacturer-packed carton), box-level quantity allocation, prep/labeling ownership, carrier selection — then track the shipment through to warehouse receipt, flagging the small tolerance for post-submission quantity edits and the possibility of automatic warehouse splitting. Operational checklist only; current fee schedules and thresholds must be confirmed in-account. Use for FBA发货计划怎么创建、混装和原厂包装怎么选、贴标该自己做还是让亚马逊做、发货后怎么跟踪到仓状态、货件被分仓了怎么办. Do not use for FBM self-fulfillment shipping, and do not finalize box quantities assuming unlimited post-submission edit room.
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blackpearl-ai Skill Agency Spatial Data ScientistAdvanced spatial analytics specialist who applies statistical modeling, spatial econometrics, clustering, and predictive analytics to geospatial data — finding patterns that aren't visible on a map.
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blackpearl-ai Skill Agency Retail Customer ReturnsComprehensive retail customer returns specialist for processing returns, exchanges, and refunds across in-store, online, and omnichannel retail — handling policy enforcement, fraud prevention, customer retention, vendor returns, and returns analytics to maximize recovery while preserving customer loyalty
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blackpearl-ai Skill Agency Sales Data Extraction AgentAI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
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xjli360 Bundle Sealeap Dijiang Amazon Brand Registry EnrollmentVerify trademark eligibility, complete Amazon Brand Registry enrollment end to end (including the accelerator path when no live trademark exists yet), then inventory the resulting brand tools so the team knows which levers exist for protection, content, and post-enrollment analytics. Use for 怎么做品牌备案、没有商标能不能先备案、备案后能用哪些工具、备案账号权限怎么设置. Do not use to claim brand protection benefits before enrollment is actually approved.
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xjli360 Bundle Sealeap Dijiang Amazon China To Fba Freight RoutingChoose between shipping supplier-direct to Amazon fulfillment centers versus routing through a local prep/3PL warehouse first, based on inbound volume limits, product complexity, and seller experience, then execute the labeling and freight-forwarder checklist needed for either path. Use for 从工厂直发FBA还是先到海外仓、头程物流怎么选、FBA入仓标签要求、货代和报关怎么配合. Do not use to skip a China-based inspection step purely to save cost on a first-time or high-defect-risk product.
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xjli360 Bundle Sealeap Tianlu Amazon Order Drop Multifactor DiagnosisWhen order volume drops during a period with multiple concurrent changes (an external ad-channel disruption, a tightened compliance review cycle, and warehouse or inbound congestion), evaluate each candidate cause against its own account-specific evidence — external traffic-source records, category-specific compliance notices actually received, and FBA inbound or receiving status — before assigning weight to any single factor. Produces a per-factor evidence table rather than a single narrative cause. Use for 单量或流量断崖下滑排查、多因素同时变化时的归因分析、备货与广告结构应对措施制定. Do not use to attribute a drop to one popular narrative (such as a single ad-channel change) without checking the account's own traffic-source, compliance-notice, and inbound-status evidence first.
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xjli360 Bundle Sealeap Bifang Amazon Category Saturation Entry CheckDecide whether a small FBM or light-FBA seller should enter an Amazon sub-category by reading demand versus competition bars, seller count against new-brand and new-ASIN share, return reasons that reveal improvable defects, and price-band demand against achievable margin, then matching the category to a sourcing advantage with a real barrier before preparing listing keywords from Brand Analytics search terms. Use for FBM 选品、类目分析怎么看、新品牌数新 ASIN 占比、这个类目饱和了吗、本地货源有什么优势、标品能不能做. Do not use to justify listing products with unresolved IP or compliance risk, or to replace supplier-level cost verification.
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ksmaster03 Skill Cohort Programออกแบบโปรแกรมเรียนแบบรุ่น (cohort) ที่มี community และ live
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ksmaster03 Skill SQL Query Writerเขียน/แก้ query ดึงข้อมูล แทนการเขียน SQL เองทีละครั้ง
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ksmaster03 Skill Conveyor Loopสร้าง "วิดีโอสายพานสินค้า AI แบบวนลูป" (ฉากหลังไลฟ์/คอนเทนต์ปักตะกร้า) จากภาพนิ่งโรงงาน — ภาพตั้งต้น → Google Flow (Veo) เจนคลิป 8 วิ → ffmpeg วนลูป+คมชัด+ติดแบรนด์ บน PC (แทน CapCut). ต่อยอดเทคนิคจากเพจ "ออม สายเอไอ". Trigger เมื่อผู้ใช้พิมพ์ /conveyor-loop หรือขอ "ทำวิดีโอสายพาน / คลิปโรงงานวนลูป / ฉากหลังไลฟ์โกดัง / warehouse loop / conveyor video / คลิปสินค้าบนสายพาน".
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ksmaster03 Skill Excel Formula Helperแปลงโจทย์เป็นสูตร Excel/Google Sheets ที่ถูกต้อง พร้อมอธิบายและทางเลือก
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ksmaster03 Skill Prisma Migrate SafeChange a Prisma schema and produce a migration safely — review the generated SQL, guard against destructive data loss, and ensure the migration is git-tracked so it actually ships. For any Prisma project. Trigger when the user types /prisma-migrate-safe or asks to "change the schema / add a column / add a table / เพิ่มฟิลด์ / แก้ schema / prisma migrate / new migration".
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jihedbfr-art Bundle SQL Injection TestingUse when checking whether a web parameter reaches a database unsafely — covers manual confirmation, sqlmap, and the parametrised-query fix.
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uygnoey Skill Contribution Metrics Github SetupEnable Claude Code contribution metrics by connecting your organization to GitHub, then verify the analytics dashboard is populating PR and commit attribution.
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uygnoey Skill Cowork Enterprise Admin ControlsA checklist-style reference of the enterprise admin controls described for Claude Cowork (RBAC, spend limits, usage analytics, and OpenTelemetry observability).
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uygnoey Skill Excel Powerpoint Workflow SkillsCreate reusable Claude workflows (“skills”) tailored for Excel and PowerPoint add-ins, with emphasis on cross-file context, repeatable financial modeling and deck workflows, and persistent instructions.
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uygnoey Bundle Business Admin Controls OverviewSummarize the Claude blog announcement about Claude Code availability via premium seats and the new admin controls, analytics, and Compliance API for Team/Enterprise plans.
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uygnoey Bundle Agentic Analytics WarehouseUse this skill when the user asks for business analytics that requires querying a data warehouse (SQL and/or governed semantic layer), and the work must be reliable under entity ambiguity, freshness/staleness risk, and retrieval gaps.
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uygnoey Skill M365 Cross App CollaborationCollaborate with Claude across Microsoft 365 apps (Excel, PowerPoint, Word, Outlook) while keeping one continuous conversation context and updating related artifacts.
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uygnoey Bundle Account Prospecting SweepRun an overnight prospecting sweep across a rep's whole book so each morning starts with a brief, a score, and an outbound play per account. Use when outbound coverage is capped by manual research across a hundred-plus accounts; when account state lives scattered across CRM, sales tools, call recordings, and a data warehouse; when research must be validated against curated outbound guidance and ICP criteria; when a memory file is needed to stop duplicate outreach; or when handling one-off book-wide analysis requests like undiscovered usage sweeps and event invite lists.
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darker2016 Bundle AI Data Copilot Skills智数分析专家团主理人(诺亚 Nova · 首席数据编排师)。协调 5 位专业成员(sql-analyst、data-scientist、knowledge-researcher、dashboard-designer、report-composer)按预设 Workflow 完成端到端数据分析交付。 触发词:"分析数据"、"生成报告"、"数据画像"、"查数据库"、"数据分析"、"帮我分析"、"数据可视化"、"仪表盘"。 路由逻辑:单一维度任务走单 agent 直调;综合性任务走对应 Workflow。
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darker2016 Skill SQL AnalystSQL查询架构师(秦逸 Quinn)。将自然语言转换为优化SQL,支持多表关联、窗口函数、CTE;自动探索数据库Schema,执行查询并返回结构化结果与数据画像。 触发词:由 copilot-team-lead 主理人调度执行,不直接面向用户。当主理人下发 Phase 1 数据采集任务时激活。也可响应纯SQL查询类直接请求。
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darker2016 Skill Copilot Team Lead智数分析专家团主理人(诺亚 Nova · 首席数据编排师)。协调 5 位专业成员(sql-analyst、data-scientist、knowledge-researcher、dashboard-designer、report-composer)按预设 Workflow 完成端到端数据分析交付。 触发词:"分析数据"、"生成报告"、"数据画像"、"查数据库"、"数据分析"、"帮我分析"、"数据可视化"、"仪表盘"。 路由逻辑:单一维度任务走单 agent 直调;综合性任务走对应 Workflow。
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darker2016 Skill SQL Data EngineerSQL 数据工程师(查迅)。专注于数据提取、数据仓库建模、ETL 管道设计和 SQL 性能优化,是数据分析的"水管工"。
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benjaminastera Skill Data EngineerYou are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
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benjaminastera Skill Analytics TrackingAnalytics Tracking & Measurement Strategy
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benjaminastera Bundle Database Migrations SQL MigrationsSQL Database Migration Strategy and Implementation
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kbarbel640-del Bundle Df MergerMerge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.
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kbarbel640-del Bundle XML ReaderRead and parse XML from construction systems - P6 schedules, BSDD exports, IFC-XML, COBie-XML. Convert to pandas DataFrames.
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kbarbel640-del Bundle Airflow DagCreate Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.
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kbarbel640-del Bundle CSV HandlerHandle CSV files from construction software exports. Auto-detect delimiters, encodings, and clean messy data.
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kbarbel640-del Bundle Dgn To ExcelConvert DGN files (v7-v8) to Excel databases. Extract elements, levels, and properties from infrastructure CAD files.
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kbarbel640-del Bundle Dwg To ExcelConvert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.
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kbarbel640-del Bundle Excel To BimPush Excel data back to BIM models. Update parameters, properties, and attributes from structured spreadsheets.
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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 m365-cross-app-collaboration, sealeap-fenghuang-amazon-brand-registry-setup, sealeap-hundun-amazon-fba-shipment-plan-tracking. 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.