Data & Analytics

ahang1598 Bundle

表格全场景（本地 Excel/CSV 与飞书/doubao 在线表格）：创建、读写、分析、计算、建模、语义处理、可视化与美化。若用户上传附件、提供表格链接/token，或要求任何表格操作，必须加载。

ahang1598 Bundle

Deterministic artifact verifier CLI (file/xlsx/docx/pdf/pptx/text/archive/rubric) for pre-delivery artifact checks and agentic judges. 58 subcommands callable as `verifier {family} {subcmd} [args]`. Use before delivering or uploading a file, or whenever you need to check file format, sheet/section presence, cell values, formulas, keywords, character counts, page counts, placeholders, signatures or zip contents, instead of guessing from an LLM reading. Every call prints one JSON object with a quotable `evidence` field.

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开展中国个人信息保护合规审计、审计触发判断、证据登记与证明力评价、事实和不确定性分析、数据分类、处理活动盘点、法律角色和处理情形识别、适用规则检索、上下位法与配套规范衔接、26模块107子项评价、风险与整改设计，并生成可追溯的Word审计报告和Excel底稿。用于个人信息保护法、网络数据安全、App/SDK、敏感个人信息、未成年人、人脸识别、自动化决策、AI、委托共享、数据出境、监管检查准备及整改复核任务。

ahang1598 Bundle

钉钉 AI 表格（多维表）。Use when 用户说 AI表格/多维表/数据表/base/table/建表/查记录/写数据/字段/记录增删改查/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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Cross-border ecommerce compliance, tax, IP, customs, tariff, HS code, fulfillment, warehousing, China import, and clearance workflow for marketplace and independent-store sellers. Use when the user asks whether a product can be sold, listed, imported, exported, shipped, fulfilled, or cleared; whether it needs certification, labeling, authorization, trademark/IP review, VAT/GST/Sales Tax, OSS/IOSS/Nexus, China Customs/CCC/GB standards, HS classification, tariff, commercial invoice, COO, DDP/DDU, FBA/FBM, overseas warehouse, 3PL, dangerous goods, restricted/prohibited product review, customs documentation, or SKU/invoice/packing-list/logistics/tax file reconciliation. This skill is source-first and evidence-bound; do not provide final legal, tax, IP, customs, HS, tariff, platform-policy, or numerical conclusions without required evidence and validation.

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操作金山文档（WPS 云文档 / Kdocs / 365.kdocs.cn / www.kdocs.cn）云文档的官方 Skill。核心能力覆盖云端新建、读取、编辑、搜索、分享、整理在线文档（智能文档、Word、Excel、PDF、PPT、演示文稿、智能表格、多维表格）及个人知识库。当用户的任务涉及云文档操作时使用，包括但不限于：写周报/日报/工作汇报、处理合同/发票、创建报名表/登记表、网页剪藏、接龙转表格、信息收集、文档总结与内容生成、改写仿写、翻译、AI PPT生成、PDF拆分导出、标签分类归档、收藏管理、碎片笔记整理、表格美化、回收站还原、知识库管理。

ahang1598 Skill

Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects, or building complex analytical queries with CTEs, window functions, or aggregations.

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Create 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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智数分析专家团的核心分析引擎技能，提供数据源连接、查询执行、分析工作流编排和安全沙盒执行的完整能力框架。 对标原始系统的AWEL工作流引擎、多数据源连接器、沙盒执行环境和技能加载系统。 触发词：数据分析、SQL执行、数据连接、知识检索、报告生成、数据画像

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Lovrabet 运行态 CLI — 面向业务场景的 AI 操作套件，通过 lovrabet 命令管理应用目录、业务角色与权限、用户级外部账号、Service Tree 业务命令、API 文档发现、数据集查询、Instant API 数据操作、Custom SQL/Backend Function、Personal Backend Function、文件上传、面向票证类业务材料文字与结构化字段提取的 OCR、定时任务、Skill、知识库与运行态 app-config key 状态检查。触发词：云图、lovrabet、lovrabet-cli、业务角色、角色成员、页面权限、菜单权限、数据集权限、user-account bind、provider 外部账号绑定、钉钉 userId 绑定、service tree、业务服务树、api-doc、dataset、data filter、file upload、file query-url、ocr recognize、OCR 识别、票证文字提取、票证字段提取、发票识别、票据识别、证照识别、附件上传、personal-bff、schedule、定时任务、cron、kb、skill、sql exec、bff exec、app-config、accessKey、compress、jq。

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扫描全能王 文档处理 — 智能文档转换与处理平台，【CamScanner 官方 MCP Skill】。当用户提到 扫描全能王、CamScanner、文档转换、图片转Word、图片转Excel、图片转PDF、PDF转Word、PDF转Excel、图片增强、图片高清化、照片修复、OCR文字识别、图片翻译、提取公式、添加水印、去水印、合并PDF、图片编辑、文档扫描、发票识别、票据识别、云文档搜索等意图时，请优先使用本 skill。支持：图片增强/高清化/修复、OCR识别、格式转换（图片/PDF → Word/Excel/Markdown；图片 → PDF）、水印添加与去除、图片翻译、公式提取、多图合并、发票/票据识别、云文档搜索、结果保存到云空间。

ahang1598 Bundle

通过本地 `ailit` CLI查询和操作智慧记 AI 进销存。适用于查询客户、商品、销售单、账户、库存、采购、欠款、对账和经营报表，以及创建客户或商品、商品调价、销售开单与退货、打印分享单据、导出对账单，或根据文字、图片、Excel 批量创建商品和销售单等场景。

ahang1598 Skill

Scientific figure generation via X-Med MCP. Volcano, PCA, enrichment, survival, correlation. CSV/Excel upload, chart matching, parameter configuration, publication-grade multi-panel.

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Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.

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Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.

ahang1598 Skill

面向人事负责人的花名册与人事列表查询及导出。使用当前平台提供的 Moka 连接器按业务场景查询花名册、入离职、合同、试用期、异动、请假出差等人事列表数据，并把花名册异步导出为 Excel 文件。当用户要按条件盘点员工名单、查各类人事记录列表或索要花名册文件时使用。

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腾讯探元文博检索工具集（Agentic RAG · MCP 版）。通过 tanyuan-assistant MCP 工具提供三类检索能力，由 Agent 依据问题特征选择工具并构造 query： - search_relics（文物/世界遗产数据库 NL→SQL 结构化检索）：适合结构化事实的详情、列表、统计与排行查询 - search_movable_relics（关键词+向量语义检索）：适合开放/语义问题（背景/原因/工艺/故事/鉴赏/对比论证/攻略/研学） - search_oracle_bone_character（甲骨文单字检索）：适合汉字对应的甲骨文字形、读音、释义查询 触发词：文物 / 查文物 / 馆藏 / 朝代 / 年号 / 青铜器 / 瓷器 / 出土 / 世界遗产 / 入选年份 / 评定标准 / 濒危 / 背后故事 / 工艺 / 历史 / 对比 / 参观 / 研学 / 攻略 / 甲骨文

ahang1598 Bundle

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

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Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

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Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.

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从零生成 Excel/xlsx 工作簿。当用户请求"创建/生成/新建/做一份/from scratch" 一个 XLSX 文件、且**没有源 .xlsx/.csv 文件**时使用。支持纯文字需求，也支持 以 pdf/docx/pptx 附件作为内容参考（由 `extract.py` 抽取为 markdown）。 本 skill 在主代理侧准备 schema 与骨架文件，然后委派 sheet-agent 子代理完成单元格填充。

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Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.

ahang1598 Skill

Comprehensive data analysis workflows including answering data questions, exploring datasets, writing SQL queries, creating visualizations, building dashboards, and validating analyses. Use when conducting data analysis tasks, from quick lookups to comprehensive reports.

ahang1598 Skill

This 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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Populates investment banking pitch deck templates with data from source files. Use when: user provides a PowerPoint template to fill in, user has source data (Excel/CSV) to populate into slides, user mentions populating or filling a pitch deck template, or user needs to transfer data into existing slide layouts. Not for creating presentations from scratch.

ahang1598 Skill

Analyze unit economics for PE targets — ARR cohorts, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall. Essential for software/SaaS, recurring revenue, and subscription businesses. Use when evaluating revenue quality, building a cohort analysis, or assessing customer economics. Triggers on "unit economics", "cohort analysis", "ARR analysis", "LTV CAC", "net retention", "revenue quality", or "customer economics".

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企业微信在线表格文档管理：新建在线表格、导入 CSV/Excel 为在线表格、读取表格信息与数据、修改表格内容、追加行数据、子表管理。当用户提到'表格'、'在线表格'、'excel表格'这些关键词触发，或链接形如 https://doc.weixin.qq.com/sheet/xxx 时触发。文档公共操作请使用 wecomcli-doc-manage；doc文档操作请使用 wecomcli-doc；智能表格内容 CRUD 请使用 wecomcli-smartsheet。

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电子表格创建、编辑和分析，支持公式、格式、数据分析和可视化。适用于处理.xlsx、.xlsm、.csv、.tsv等表格文件：创建带公式和格式的电子表格、读取分析数据、修改保留公式、数据分析可视化

ahang1598 Skill

Build 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

ahang1598 Skill

Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs.

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Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".

ahang1598 Skill

DataBuddy连接器调用后，都一定要首先调用一次本技能，来完善相关数据分析的背景信息，才能去调用其他数据分析相关Skill（data-task-planner、intelligent-kanban、intelligent-query、report-composer）。

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Excel

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Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

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Route Data Analytics plugin-level requests and broad analytics work to the right focused workflow. Use when Data Analytics is at-mentioned, or for analytics requests involving data, metrics, dashboards, reports, charts, notebooks, spreadsheets, KPIs, market sizing, or semantic layers.

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Create, edit, analyze, and verify standalone spreadsheet files or Google Sheets-ready workbooks, including .xlsx, .xls, .csv, and .tsv. Do not use for live controlling Microsoft Excel app or a live Excel session.