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Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
钉钉知识库（Wiki 空间）。Use when 用户说 知识库/wiki/创建知识库/搜索知识库空间/我的文档/知识库归档。Distinct from dingtalk-doc(单文档编辑)、dingtalk-drive(钉盘文件)。命令前缀：dws wiki。
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
钉钉待办 / TODO。Use when 用户说 创建待办/TODO/任务提醒/指派任务/标记完成/查待办/紧急待办/循环待办/批量建待办/逾期待办。Distinct from dingtalk-report(日报周报)、dingtalk-oa(审批)、dingtalk-calendar(日程)。命令前缀：dws todo。
Comprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate citations, deduplicate references, and generate properly formatted BibTeX entries. This skill should be used when you need to verify citation information, convert DOIs/PMIDs/arXiv IDs to BibTeX, or ensure reference accuracy in scientific writing.
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
悟空技能管理（搜索 / 安装技能）。Use when 用户说 搜索技能/找技能/安装技能/技能市场/企业技能库。注意：这是元 skill —— 它管理的是 dws 平台上的其他 skill。命令前缀：dws skill。
Codex-compatible cancel command for Ralph loop state, preserving the original command name.
Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/GenBank parsing, Bio.Entrez, BLAST workflows, alignments, structures, and phylogenetics. For biological database evidence lookup, use bio-database-evidence. For single-cell workflows use scanpy. For direct literature REST API, use pubmed-database.
钉钉电子表格。Use when 用户说 电子表格/工作表/单元格读写/单元格追加/查找/公式/超链接/插入图片/浮动图片/sheet。Distinct from dingtalk-aitable(AI表格/多维表/字段类型)、dingtalk-doc(普通文档)。命令前缀：dws sheet。
Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping, target-disease evidence, protein structures, protein interaction networks, reference single-cell census queries, and cross-database biological ID mapping. Do not use for full single-cell analysis, bulk RNA-seq differential expression, BAM/VCF processing, protein embedding models, metabolic flux modeling, genomic interval ML, or flow-cytometry file parsing.
Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.
钉钉日志（日报 / 周报 / 月报）。Use when 用户说 写日报/写周报/写月报/提交日志/查日志/收件箱日志/已发送日志/已读统计/按主题汇总报告。Distinct from dingtalk-doc(普通文档)、dingtalk-todo(待办)、dingtalk-minutes(听记)。命令前缀：dws report（别名 dws log）。
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
钉钉 OA 审批。Use when 用户说 OA/审批/待处理审批/同意审批/拒绝审批/撤销审批/已发起审批/审批记录/批量审批。Distinct from dingtalk-todo(待办任务)、dingtalk-report(日志)。命令前缀：dws oa。
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash flow), earnings, options data, market news/sentiment, insider transactions, GDP, CPI, treasury yields, gold/silver/oil prices, Bitcoin/crypto prices, forex exchange rates, or calculating technical indicators (SMA, EMA, MACD, RSI, Bollinger Bands). Requires a free API key from alphavantage.co.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
钉钉 AI 听记。Use when 用户说 听记/会议录音/会议纪要/AI摘要/转写/关键字/听记标题/会后待办提取/分享听记。Distinct from dingtalk-calendar(日程)、dingtalk-report(日报)、dingtalk-doc(普通文档)。命令前缀：dws minutes。URL shanji.dingtalk.com 一定路由到此 skill。
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
Vibe-Skills is an all-in-one AI skills package.
钉钉邮箱。Use when 用户说 发邮件/查邮件/回邮件/转发邮件/未读邮件/邮件搜索。Distinct from dingtalk-chat(钉钉消息)、dingtalk-ding(紧急通知)。命令前缀：dws mail。
Vibe Code Orchestrator (VCO) is a governed runtime entry that freezes requirements, bounds execution, and enforces verification and phase cleanup.
钉钉直播。Use when 用户说 直播/我的直播/直播列表。命令前缀：dws live。
钉盘文件存储。Use when 用户说 钉盘/上传文件/下载文件/文件夹/查文件/创建文件夹。Distinct from dingtalk-doc(钉钉文档内容编辑)、dingtalk-wiki(知识库空间)。命令前缀：dws drive。
Production ADK orchestrator for A2A protocol and multi-agent coordination on Vertex AI
钉钉文档（云文档）。Use when 用户说 写文档/读文档/创建文档/编辑文档/搜文档/文档块/分块编辑/Markdown 写入/上传文件到文档。Distinct from dingtalk-drive(钉盘文件存储)、dingtalk-aitable(数据表格)、dingtalk-wiki(知识库空间)。命令前缀：dws doc。
DING 紧急消息（应用内 / 短信 / 电话）。Use when 用户说 DING一下/紧急通知/电话DING/短信DING/必达消息/电话叫人。Distinct from dingtalk-chat(普通群聊消息)、dingtalk-outbound-call(企业外呼)。命令前缀：dws ding。
Feature creation, selection, and transformation tools
钉钉开放平台开发文档搜索。Use when 用户说 开放平台文档/API 文档/接口文档/调用报错/开放接口怎么调。Distinct from dingtalk-doc(钉钉云文档)。命令前缀：dws devdoc。
钉钉通讯录精确查询（按 userId 查详情、部门搜索、部门成员列表、查自己信息、离职员工查询、花名册档案）。Use when 用户说 查部门/部门成员/我的信息/按工号查/按 userId 查/orgAuthEmail/离职员工/离职名单/花名册。Distinct from dingtalk-aisearch(模糊搜人首选：找同事/查上下级/谁负责)。命令前缀：dws contact。
Set up ML experiment tracking
钉钉群聊与消息。Use when 用户提到 发消息/单聊/群聊/建群/拉人进群/改群名/搜索群/群成员管理/@消息/撤回消息/机器人群发/Webhook通知/发图片或文件到群。Distinct from dingtalk-ding(紧急DING消息/短信/电话)、dingtalk-mail(邮件)、dingtalk-edu-group(班级群)。命令前缀：dws chat。
钉钉日历与会议室。Use when 用户说 约会议/查日程/订会议室/查闲忙/加参会人/改期/取消会议/今天的日程/本周日程/共同空闲。视频会议发起/邀请入会/会中控制当前 CLI 不支持，应提示在钉钉客户端操作。Distinct from dingtalk-minutes(听记)、dingtalk-todo(待办)。命令前缀：dws calendar。
Deep learning optimization techniques
钉钉考勤。Use when 用户说 考勤/打卡记录/查打卡/查班次/考勤汇总/考勤规则/出勤情况/请假加班补卡/排班/考勤组/假期余额。命令前缀：dws attendance。支持查询与写操作（班次、排班、考勤组、个人规则设置、假期规则/余额等），写操作需二次确认后再加 --yes。
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。Distinct from 主 dws skill 的 dws sheet(电子表格/单元格读写/公式)、dws doc(文档编辑)。命令前缀：dws aitable。
Create data visualizations and plots
AI 搜问 - 搜人首选入口（按姓名/部门/职位/职责/上下级/手机号/工号维度）。Use when 用户说 找同事/找人/谁负责XX/XX的负责人是谁/查上级/查下级/团队成员/XX工号是谁/XX手机号。Distinct from dingtalk-contact(精确按 userId 查详情)。命令前缀：dws aisearch。
管理钉钉产品能力(AI表格/AI搜问/日历/通讯录/群聊与机器人/待办/审批/考勤/日志/DING消息/开放平台文档/钉钉文档/钉钉云盘/AI听记/邮箱/在线电子表格/知识库等)。当用户需要操作表格数据、管理日程会议、模糊找人/查谁负责某事项、查询通讯录、管理群聊、机器人发消息、创建待办、提交审批、查看考勤、提交日报周报（钉钉日志模版）、读写钉钉文档、上传下载云盘文件、查询听记纪要、收发邮件、读写在线电子表格(axls)、管理钉钉知识库时使用。
Automated data preprocessing and cleaning pipelines
Computer vision image processing and analysis
Run clustering algorithms on datasets
Build classification models
Build AutoML pipelines
Detect anomalies and outliers in data