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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mastrophot Bundle Near Agent SkillsComprehensive agentic skills for NEAR Protocol, including gas optimization and on-chain analytics.
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maxazure Bundle New Zealand Accounting AssistantFree public, open-source New Zealand bookkeeping and tax-preparation assistant for small businesses and sole traders. Initialize a local KiwiBooks workspace for one operator with multiple clients and multiple legal/tax entities, capture receipts, income, bank statements, and bookkeeping notes, reconcile bank lines with records, generate monthly finance summaries, month-end workpapers, accountant review packs, IRD-ready GST/IR3 XLSX reports, and Xero standard or precoded bank statement CSV exports. This skill is not professional accounting or tax advice and must tell users to have a qualified New Zealand accountant review records and filings. Use when: (1) user sends a receipt, invoice, bank statement, or bookkeeping note, (2) user asks about GST, income tax, monthly accounts, reconciliation, close, variance, review packs, or tax returns, (3) user wants to export receipts, generate reports, or create Xero imports, (4) user mentions New Zealand accounting, NZ accounting, IRD, GST, IR3, Xero, precoded CSV, provi
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atompilot Skill BaostockBaoStock is a free, open-source A-share securities data platform providing historical K-line, financial statements, macroeconomic indicators, and industry classification data via Python API, returning pandas DataFrames.
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cskwork Bundle Postgres IntelligencePostgreSQL for LLM agents: inspect schemas, run safe SQL, translate natural language to queries. Use when connecting to a PostgreSQL database, exploring an unfamiliar schema, debugging a SQL error, or investigating query performance.
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cskwork Bundle SuperofficeBusiness-document maker for Korean managers and executives. Generates, reads, and converts docx/pptx/xlsx/hwpx/pdf cross-platform with company branding and gate-checked output. Use for /superoffice, weekly/quarterly reports, docx proposals, pptx decks, xlsx settlement sheets or KPI dashboards, hwpx official letters, applying a company template/brand kit, extracting tables from an existing document, or converting between those formats. Educational handouts route to supercontent.
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cskwork Bundle SuperpmProduce product planning, strategy, research, analytics, and launch artifacts with independent critique. Includes PRDs, roadmaps, user flows, screen specs, implementation handoffs, and resume or policy-document review.
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dceoy Skill Mt5cliUse the `mt5cli` CLI to export MetaTrader 5 data (rates, ticks, account, symbols, orders, positions, history) to CSV, JSON, Parquet, or SQLite3. Invoke when the user asks to export, dump, download, or fetch MT5 market data or account data to a file.
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vince-winkintel Skill SQL Server SkillsSQL Server Skills
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wayai-pro Bundle WayaiConfigure WayAI hubs, agents, tools, channels, resources, states, evals, outbound, and analytics, plus the Data surface (bases, record types, records, relationships, files, toolsets). Use when: creating or editing a hub or hub config; adding/configuring agents, tools, channels, connections, teams, kanban, states, resources, eval scenarios or journeys, outbound campaigns; running analytics or evals; annotating conversation outcomes; reviewing or editing workspace YAML (hub.yaml, agents/*.yaml, base.yaml, record-types/*.yaml) or agent instruction Markdown; designing a base schema, upserting or querying records, linking records with relationships, storing versioned files or attachments, wiring inbound webhooks, triggers or external sources, building MCP toolsets and Actions, scoping base API tokens, or seeding eval fixtures; using the wayai CLI (push, pull, publish, send-message, conversations, sync-skills, create-credential, update-credential, analytics, analytics sql, run-eval, eval capture, evals sql, org, in
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weave-os Skill Engineering AnalyticsAnalyze engineering team metrics using Weave. Use when asked about team productivity, code velocity, PR cycle time, review turnaround, AI code adoption, DORA metrics, or any engineering performance question.
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wemush Bundle Wemush Mycology AssistantGuide mycology research workflows using WeMush's MCP server for specimen tracking, research projects, cultivation analytics, and strain catalog exploration. Use when users ask about mushroom cultivation, research projects, specimen management, or mycology data analysis.
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why20261 Bundle Douyin Bluesea Collector抖音蓝海爆品采集:结合抖音热搜榜与关键词下的视频数据,从小众高需求的细分场景切入找蓝海爆品,避开红海大词竞争。当用户要在抖音找蓝海品、避开大词竞争、从细分场景选品、看抖音热搜、按关键词看视频热度时必须触发。关键词:抖音、蓝海、爆品、细分场景、热搜榜、关键词、选品。 支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Comments Assistant用于抖音数据分析、抖音评论详情、抖音视频详情、抖音图文详情、抖音作品数据、抖音互动指标、内容调研和抖音内容分析。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Crawler Guaikei抖音数据查询与工具助手。覆盖抖音视频详情、抖音搜索、抖音热榜、抖音评论等模块。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Creator Profile用于抖音达人数据、抖音达人信息、账号资料查询。关键词:抖音、抖音达人、抖音博主、竞品分析。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Data Assistant用于抖音数据助手、抖音热榜、抖音数据分析、作品搜索、作品详情、评论分析、评论回复分析、达人数据、达人作品。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Feeds抖音信息源 — 每日自动扫描抖音相关作品,按互动量(点赞/分享/评论)筛选最火内容,智能聚类生成精美日报,支持封面图、数据指标和每日订阅。当用户需要 抖音日报、抖音热点、抖音内容、抖音信息源、douyin feeds 时使用。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Kol Searchs抖音最具商业价值意见领袖(KOL)数据查询与工具助手。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Search Scraper Guaikei爬取抖音爆款视频和文案数据,支持抖音搜索、抖音博主作品、抖音视频详情、抖音热榜、抖音评论等模块。支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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why20261 Bundle Douyin Social抖音社媒运营:串起抖音热搜榜、关键词视频搜索、达人主页数据,完成「热点选题 → 脚本卖点挖掘 → 粉丝人群画像匹配」的内容引流与种草闭环。当用户要做抖音内容运营、找选题、看热搜和话题、拆解爆款视频卖点、看达人粉丝画像、做人群匹配、规划内容日历时必须触发。关键词:抖音、社媒运营、热搜、话题、选题、爆款视频、粉丝画像、人群匹配、种草、内容日历。 支持四大能力: (1) 关键词搜索视频/图文,可按点赞数、发布时间、时长、内容类型筛选排序; (2) 实时热榜查询,获取抖音热搜词条与热度数据; (3) 博主作品抓取,按主页链接或 sec_uid 获取公开作品列表; (4) 视频评论分析,按视频链接或 aweme_id 获取评论内容与互动数据。 Use when: 用户需要搜抖音视频、查抖音热榜/热搜、抓取博主作品列表、分析视频评论区、做短视频选题/竞品分析/舆情监控/热点追踪/爆款挖掘/抖音运营数据分析。 Do NOT use when: 平台非抖音(小红书/B站/微博→对应技能)、需登录态或私密数据、仅要文案创作不需数据查询、既无关键词也无可识别链接且目标不明(先追问)。 触发词:抖音搜索、抖音热榜、抖音评论、抖音博主、抖音竞品分析、短视频选题、抖音舆情、抖音数据分析、douyin search、douyin analytics、douyin comment。
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xxxrobot Bundle Pharma AI智能药物发现AI助手,提供分子毒性预测、ADMET评估和虚拟筛选功能。 基于Python科学计算核心(RDKit + scikit-learn)和Node.js Skill包装。 Use when: - 需要预测分子的hERG心脏毒性、肝毒性或Ames致突变性 - 需要评估分子的溶解度、代谢稳定性等ADMET性质 - 需要从化合物库中筛选候选药物 - 需要验证分子是否符合Lipinski五规则 - 需要批量分析分子数据 Supports: SMILES输入, CSV批量处理, 实时预测
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zjkal Bundle Dev Plan FormatWrite and revise staged DEVELOPMENT_PLAN markdown docs (docs/*_DEVELOPMENT_PLAN.md) using the DApp-X-style skeleton: decision tables, risk/Q list, schema+SQL, state machines, letter-prefixed checkbox phases, Phase milestones, observable acceptance checklists, and revision history. Use when the user asks for 开发计划, DEVELOPMENT_PLAN, 落地方案整理成开发文档, module/feature implementation plans, or to follow dappx-dev-plan-format / GAME_DEVELOPMENT_PLAN / VEXA_CARD_DEVELOPMENT_PLAN style.
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zmazz Bundle ThinkcellGenerate, update, and automate think-cell charts and elements in PowerPoint and Excel. Use ANY time the user mentions think-cell, thinkcell, or .ppttc files, or asks to create/update PowerPoint charts following think-cell conventions (waterfall, Mekko, stacked column, Gantt, Harvey ball, scatter/bubble, etc.) — especially in consulting or finance contexts where charts must match a company template's fonts and colors. Also use when filling a PowerPoint template with Excel or JSON data, wiring VBA/C#/Python COM automation, or building slides that "look like the rest of the deck." If the user mentions PowerPoint + Excel + automation together, assume think-cell. Also triggers on French phrases "graphique en cascade", "histogramme empilé", "diagramme de Gantt", "Mekko", "feuille de données", "modèle PowerPoint", "remplir un modèle", "automatiser un rapport", "comme ailleurs dans la présentation", "respecter la charte graphique".
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zouchenzhen Bundle Baoyan Program ResearchUse when researching Chinese graduate recommendation admission options across majors, including 推免/保研 summer camps, pre-admission, September rounds, 科学营/优秀大学生活动, universities, CAS institutes, research institutes, local prior-destination evidence, official-link verification, privacy-safe CSV delivery, and broad-coverage school/program scouting.
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zyrobbie Bundle Travel PlannerProfessional overseas travel planner SOP. Activate when users need to plan an overseas/international trip through phased communication: defining travel constraints, building group consensus, designing route skeletons, prioritizing experiences, drafting daily rhythms, providing booking advice and checks without executing transactions, auditing itinerary risks, freezing final versions, and delivering client-friendly Excel reports plus a lightweight direction-confirmation H5 page. 海外旅行规划方法论:分阶段沟通、逐步收敛,提供预订建议与核对,不执行交易,交付可执行的旅行方案。
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idun-group Skill Schema ExplorationLists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.
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miguelelgallo Bundle Iparq Parquet InspectorInspect Parquet file metadata with the iParq CLI, including compression, encodings, physical and logical types, row groups, sort order, statistics, geospatial statistics, dictionary pages, page indexes, page locations, Bloom filters, and storage sizes. Use when an agent needs to explain how one or more .parquet files were written, compare their storage-level features, diagnose missing Parquet optimizations, or obtain machine-readable Parquet metadata without reading the row data.
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hophacker Bundle Multi Source Diagnosis用于城市治理热线工单的"多源描述-诊断分析" Agent。强制走"字段理解 → 描述画像 → 异常提取 → 多假设诊断 → 复核清单"五步固定流程,在 01_热线工单表 / 02_网格巡查 / 03_资源排班 三表上做交叉描述与诊断,可引用 04_天气节假日 作为协变量、05_处置规则与政策口径 作为流程参考;强制结构化输出"事实卡片 + 竞争性假设 + 复核清单"三件套;绝不读取任何 07_教师参考_*.csv,绝不替代部门做 P0/P1/P2 处置决策。
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hydro13 Bundle KanbuManage projects, tasks, wikis, and teams in Kanbu — a self-hosted project management platform built for AI agents. Use when the user asks about project management, task tracking, kanban boards, sprints, wikis, team workload, or anything related to Kanbu. Also triggers on task creation, updates, comments, subtasks, search, analytics, GitHub integration, permissions (ACL), and audit logs.
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jarvusinnovations Skill Metabase AxiAXI-compliant CLI for Metabase — query and explore a Metabase instance from the terminal with token-efficient TOON output. Use when the user wants to run SQL/MBQL against Metabase, execute or inspect saved questions (cards), introspect database schema (tables/fields/types), search Metabase content, browse dashboards/collections, or export query results to a file. Prefer this over raw Metabase API calls.
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johnkerl Bundle MillerDrive Miller (mlr) to process CSV/TSV/JSON/etc. data. Use when constructing mlr command lines: discover capabilities from the catalog rather than guessing, learn the data's shape before writing expressions, validate DSL before running, and recover from failures via structured errors.
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wireboard Bundle InstallInstall WireBoard analytics in a codebase, or debug an existing WireBoard integration that isn't working. Covers the tracking script for pageviews, SPA client-side route tracking, custom events (declarative or programmatic), the official Google Tag Manager template, the dataLayer bridge, and a step-by-step troubleshooting flow.
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wjgoarxiv Bundle XLSXCreates, edits, and analyzes spreadsheet files (.xlsx, .xlsm, .csv) with formulas, formatting, data analysis, and visualization. TRIGGER when: user needs to create or modify a spreadsheet, run formula-based calculations, analyze tabular data, or build financial models in Excel/CSV format. DO NOT TRIGGER when: user is working with PDF documents — use the pdf skill instead.
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wokaka209 Bundle Markdown EverythingConverts 20+ document formats (PDF, DOCX, XLSX, PPTX, images, audio) to Markdown. Invoke when user asks to convert documents, extract text from files, or transform formats to Markdown.
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wzszsw Bundle Easy Query OrmUse when Java/Kotlin code uses easy-query (often abbreviated as `eq`; `EasyEntityQuery`, `EasyQueryClient`, proxy DSL) or when migrating JPA/MyBatis to easy-query. Covers setup and missing `*Proxy` troubleshooting, Spring Boot starter/config, CRUD and mutation APIs (`insertable/updatable/deletable`, `onConflictThen`, `mapInsertable/mapUpdatable`, `setSQLStrategy`, version/logic delete), diff update tracking, search-form DTO query (`whereObject`, `orderByObject`, `EasySearch`), relation metadata/loading (`@Navigate`, `include`, `selectAutoInclude`), implicit and explicit subquery/group-join/CTE/window/UNION analytics, row-level query locking, `savable`, sharding, code-first DDL, and verified API lookup/troubleshooting. Do not use for unrelated ORMs.
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tarunlnmiit Bundle Medium Stats ExportExports Medium.com account stats (views, reads, claps, earnings) to a CSV file using Chrome DevTools MCP via network interception — no DOM scraping, minimal token usage. Use this skill whenever the user wants to pull, export, download, or save their Medium stats, analytics, or article performance data. Triggers on phrases like "export my Medium stats", "get my Medium analytics", "save Medium data", or "monthly Medium report".
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 superoffice, sql-server-skills, douyin-creator-profile. 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.