yangwhale

@yangwhale source repo

70 skills
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9 hours ago last updated

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Nemo Automodel Model Onboarding · yangwhale bundle
Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.

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Nemo Mbridge Perf Memory Tuning · yangwhale bundle
Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.

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Nemo Automodel Recipe Development · yangwhale bundle
Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.

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Nemo Mbridge Perf Moe Comm Overlap · yangwhale bundle
MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.

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Nemo Mbridge Perf Moe Vlm Training · yangwhale bundle
Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.

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Nemo Mbridge Perf Sequence Packing · yangwhale bundle
Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP constraints.

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Tpuguru · yangwhale bundle
TPU 训练配置的顾问。用 CPU 上的 AOT 编译回答「这份配置装得下吗 / 走的哪条代码路径 / 踩没踩已知的坑」，并解读 profile、定位静默错误、为新模型定起始配置。当用户贴训练命令或模型 config、问显存够不够、问为什么比预期慢、遇到看不懂的编译错误、或要判断一个改动有没有改变数值时触发。

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Teams · yangwhale
查看 Agent Teams 状态。当用户说"teams"、"团队状态"、"看看团队"、"team status"时触发。

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Report · yangwhale
管理客户贡献报告。用于记录对客户的技术支持、市场活动、培训活动等贡献，并维护中英文双版本报告。

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Agent Teams · yangwhale
创建和管理 Agent Teams 并行任务团队。当用户说"建个团队"、"拉个队伍"、"并行跑"、"create team"、"spawn agents"、"组队"时触发。

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Tpu Trainer · yangwhale
TPU v7 (Ironwood) 模型训练自动化。当用户说"帮我训练"、"跑一下训练"、"测试训练"等并指定 tpu-recipes 下的模型路径时触发。自动生成脚本、提交训练、收集结果并写文档。

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Lssd Mounter · yangwhale bundle
This skill should be used when users need to detect, format, and mount Google Cloud Local SSDs (NVMe) as a RAID0 array on /lssd. It covers SSD detection, RAID0 creation with mdadm, filesystem formatting, mounting, and HuggingFace cache directory setup. The skill is particularly useful for high-speed storage for ML model caching, checkpoints, and temporary data on Google Cloud VMs.

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Parallel Ssh · yangwhale
Parallel SSH operations across multiple hosts using google_compute_engine key. Use this skill when the user provides a list of host IPs and wants to execute commands in parallel across them, such as starting prefill/decode nodes for distributed inference.

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Discord Style · yangwhale
Discord 消息格式化规则。当 Claude Code 通过 Discord Bot 运行时自动适配 Discord 平台的消息风格，避免渲染问题。在 Discord 会话中始终遵循这些规则。当用户说"discord风格"、"discord格式"、"适配discord"时触发。

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Feishu Report · yangwhale
将任务报告发送到飞书。当用户说"把报告发到飞书"、"飞书发给我"、"发飞书"等关键词时触发此技能。

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Wechat Report · yangwhale
通过 Server酱将任务报告发送到微信。当用户说"微信发给我"、"发微信"、"发到微信"、"微信通知"等关键词时触发此技能。

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Discord Report · yangwhale
通过 Discord Bot 将任务报告发送到 Discord 频道。当用户说"discord通知我"、"ds通知我"、"发discord"、"发ds"等关键词时触发此技能。

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Tmux Installer · yangwhale
This skill should be used when users need to install, configure, and customize tmux with Oh My Tmux (gpakosz/.tmux) on Linux systems. It covers tmux installation, Oh My Tmux setup, Tokyo Night color theme, Powerline separators, custom keybindings (split panes, window navigation, synchronize-panes), mouse mode, and clipboard integration. The skill replicates the standard team tmux configuration.

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Vllm Installer · yangwhale bundle
This skill should be used when users need to install, configure, debug, or run vLLM inference server on NVIDIA GPUs (especially B200/H100/A100). It covers installation from PyPI or source, dependency management, environment setup, common error diagnosis and fixes, tensor parallelism configuration, and server startup/testing. The skill automatically checks for LSSD mount status and DeepEP installation for MoE models.

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Deepep Installer · yangwhale bundle
This skill should be used when users need to install, configure, or troubleshoot DeepEP (DeepSeek Expert Parallelism) on NVIDIA GPU systems. It covers the complete installation workflow including CUDA, DOCA-OFED, NVSHMEM with IBGDA support, and DeepEP itself. The skill is particularly useful for B200/H100/A100 GPUs with RoCE/InfiniBand networking, and includes comprehensive debugging capabilities for common installation failures.

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Sglang Installer · yangwhale bundle
This skill should be used when users need to install, configure, debug, or run SGLang inference server on NVIDIA GPUs (especially B200/H100/A100). It covers installation from source, dependency management, environment setup, common error diagnosis and fixes, tensor parallelism configuration, and server startup/testing.

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Web Server Setup · yangwhale bundle
安装配置 nginx 静态文件服务器，用于展示 Claude Code 生成的富内容（表格、图表、报告等）。当用户说"装nginx"、"配web服务"、"setup web server"时触发。

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Discord Bot Setup · yangwhale bundle
Deploy a Discord Bot that connects to Claude Code via persistent processes using Unix socketpair + stream-json (same mechanism as VSCode extension). Each user gets their own long-running Claude process with full interactive mode support (auto memory, CLAUDE.md, skills). Includes Whisper voice transcription, user whitelist, session history with dropdown switcher, and slash commands. Use when the user says "帮我建一个 Discord Bot", "setup discord bot", "搭建 Discord 机器人", "discord bot 设置", or "部署 discord bot".

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Tmux Orchestrator · yangwhale bundle
通过 tmux 远程控制交互式进程，编排多个并行任务。适用于在 GPU/TPU 实例上管理训练、推理、监控等长时间运行的进程。当用户说"tmux编排"、"并行跑"、"后台启动"、"tmux管理"、"多进程管理"、"帮我在tmux里跑"时触发。与 tmux-installer（安装配置）不同，本 skill 专注于运行时编排。

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Wiki · yangwhale bundle
个人知识 Wiki 管理（Quartz v2）。录入资料、查询知识、健康检查。当用户说"录入wiki"、"wiki ingest"、"加到wiki"、"wiki查一下"、"wiki lint"、"/wiki"等关键词时触发。

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Hk Bus · yangwhale bundle
香港智能通勤助手。Google Maps 路线推荐 + KMB/Citybus 实时到站融合。当用户说"几点有车"、"巴士到了吗"、"怎么去公司"、"坐什么车"、"查公交"、"bus ETA"、"下一班车"、"通勤"、"commute"等关键词时触发。

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Notify · yangwhale
发送通知/报告到各平台（Discord、飞书、微信）。当用户说"通知我"、"发给我"、"发discord"、"发飞书"、"发微信"、"ds通知"、"notify"等关键词时触发。合并了 discord-report、feishu-report、wechat-report 三个 skill。

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Evolution · yangwhale bundle
Bot team three-way mutual worker-optimization loop. Two evaluator bots design and dispatch test cases to a target bot via Firestore inbox, monitor real-time logs, compute metrics (fail_rate, empty_response_count, p50/p95 duration, avg_step_count), diagnose root causes, propose source-code fixes, then trigger cross-bot SIGHUP restart and re-test — all autonomously without asking Chris. Use when user says "进化"、"evolve"、"evolution round"、"进化一轮"、"start a round"、"互相 restart"、"三方互评"、"今晚优化 <bot>"、"组队优化" or asks the bot team to autonomously improve a specific worker (ClaudeCodeWorker / KiloWorker / OpenClawWorker / GeminiACPWorker).

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Memory Gc · yangwhale bundle
记忆系统自动 GC — audit 当前 MEMORY.md / shared/ / disk memory 文件健康度。**Pressure-driven 不是 time-driven** — 没积累就不该清, cold ≠ garbage, 没新东西不要找事清。当用户说「memory audit」「记忆 GC」「记忆清理」「sleep gc」「/memory gc」「/memory audit」「check memory health」时触发。

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Bot Config · yangwhale
管理 CloseCrab bot 配置（Firestore）。添加新 bot、给已有 bot 添加 channel、切换 channel、查看配置。当用户说"添加一个 bot"、"新建 bot"、"加个飞书 channel"、"加个 discord channel"、"切换到飞书"、"bot 配置"、"add bot"、"add channel"等关键词时触发。

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Chat Style · yangwhale
聊天平台消息格式化规则。当 Claude Code 通过聊天平台（Discord、飞书等）运行时自动适配消息风格，避免渲染问题。当用户说"聊天风格"、"chat风格"、"消息格式"时触发。

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Feishu Doc · yangwhale
创建飞书文档（Feishu DocX）。当用户说"写个飞书文档"、"创建飞书文档"、"生成飞书doc"、"feishu doc"等关键词时触发。

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Page Style · yangwhale
页面风格：Google Cloud Material Design

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Smoke Test · yangwhale
CloseCrab bot 部署/重启后健康检查。当用户说"体检"、"smoke test"、"health check"、"检查 bot"、"bot 还好吗"、"刚部署完确认下"或部署/重启后想验证状态时触发。覆盖进程、Firestore、worker secrets、日志活性、近期错误，并扫描 `~/.closecrab/smoke-tests.d/` 下用户自定义 drop-in 检查。

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Browser CLI · yangwhale bundle
Drive the already-logged-in Chrome on Chris's cloudtop from the command line (agent-browser over CDP), instead of chrome-devtools-mcp. Use for ANY interactive browser work on internal/SSO-gated sites — gHire, Buganizer UI, Google Chat, internal dashboards, form filling, clicking through a flow. ~40-50x cheaper than the MCP (350 tokens vs 15-20K per snapshot). Also provides multi-round Google Chat conversation — send a message and block waiting for the peer's reply. Trigger on "操作浏览器", "点开网页", "帮我填一下", "去 gHire", "给 X 发个 Chat 消息", "等他回复". Keep chrome-devtools-mcp only for Lighthouse / heap snapshot / performance trace.

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Feishu Mail · yangwhale bundle
飞书企业邮箱管理与收发。当用户说"发邮件"、"收邮件"、"查邮件"、"回复邮件"、"send email"、"check email"、"加个邮箱"、"配置邮箱"、"create mailbox"、"setup email"等关键词时触发。

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Live Canvas · yangwhale bundle
Real-time SVG whiteboard for teaching. Draw shapes, arrows, text step-by-step while explaining concepts. Viewers watch on any browser. Use when giving visual explanations, drawing architecture diagrams, or teaching algorithms.

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Memory Lint · yangwhale bundle
全面 memory 重构战役 — 不只 audit，是把"2026-05-22 战役"完整流程做一遍（健康审计 → 集群合并 → 孤儿处理 → 死链修复 → 小爱回归测试 → 备份）。当用户说「memory lint」「/memory lint」「记忆大扫除」「memory 大整理」「memory 重构」时触发。跟 memory-gc skill 互补 — memory-gc 只 audit，memory-lint 是大手术。

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Bwrap Bypass · yangwhale bundle
绕过 Claude Code bwrap (bubblewrap) sandbox 限制。bwrap sandbox 会重新挂载文件系统，导致 Bash 命令无法访问特定路径、凭证文件、Unix socket 等资源。当遇到以下情况时使用：(1) Bash 命令报 Permission denied 但 sandbox 外正常 (2) LOAS2/Kerberos 凭证不可用 (3) 新机器/Bot 部署后需要配置 sandbox bypass (4) 命令因 sandbox 文件系统隔离而失败 (5) 用户说"装 bwrap bypass"、"配 sandbox"。关键词："bwrap"、"sandbox"、"Operation not permitted"、"Permission denied"、"credentials-cache"。

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Deck Builder · yangwhale bundle
Build polished, on-brand slide decks (python-pptx → Google Slides) and richly formatted Google Docs, with a reusable design system, matplotlib charts, AI-generated imagery (Nano Banana), a render-verify loop, and link-stable Drive uploads (PATCH same fileId so the share link never changes). Use when the user wants to create or iterate a presentation / briefing deck / exec one-pager / formatted Google Doc — especially customer or executive briefings that go into Google Drive. Also covers extracting user-pasted images from the session transcript and converting decks/docs to PNG for visual self-check.

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Feishu Sheet · yangwhale
创建和操作飞书电子表格（Feishu Spreadsheet）。当用户说"写个飞书表格"、"创建电子表格"、"feishu sheet"等关键词时触发。

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Issue Handler · yangwhale
处理 GitHub Issue：阅读留言、调研问题、生成报告文档、回复 issue 互动。当用户说"处理 issue"、"回答 issue"、"做这个 issue"、"handle issue"、"看看 issue"时触发。

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Tts Generator · yangwhale bundle
Generate speech audio from text using Gemini 3.1 Flash TTS (with emotion control) or Edge TTS fallback. Use when the user says "/tts", "语音合成", "文字转语音", "念出来", "读出来", "生成语音", "帮我念", "说出来", or when asked to convert text to speech audio.

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Veo Generator · yangwhale bundle
Generate videos using Google Veo 3.1 on Vertex AI. Use when the user says "生成视频", "做个视频", "generate video", "帮我生成一段视频", "create a video", "视频生成", "text to video", "文生视频", or when you need to create video content.

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Wechat Reader · yangwhale bundle
Read WeChat Official Account (微信公众号) articles. Trigger when user shares any mp.weixin.qq.com URL, or says "微信文章", "公众号文章", "读一下这个微信链接", "WeChat article". Bypasses WeChat's anti-scraping CAPTCHA by emulating the WeChat in-app browser. MUST be used instead of WebFetch/Jina for any mp.weixin.qq.com link — those tools WILL fail with "环境异常" CAPTCHA.

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Zsh Installer · yangwhale
This skill should be used when users need to install, configure, and customize Zsh with Oh My Zsh on Linux systems. It covers Zsh installation, Oh My Zsh setup, theme configuration (agnoster), plugin management, and environment variable setup. The skill replicates the standard team shell configuration for consistent development environments across machines.

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Feishu Bitable · yangwhale
创建和操作飞书多维表格（Feishu Bitable）。当用户说"写个多维表格"、"创建bitable"、"飞书数据库"、"feishu bitable"等关键词时触发。

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Lustre Mounter · yangwhale
This skill should be used when users need to install the Lustre client and mount a Google Cloud Managed Lustre filesystem on GCE VMs (especially TPU VMs). It covers client installation via Artifact Registry, kernel module loading, mounting, and network troubleshooting.

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Study Material · yangwhale
从 PDF/文档/图片中提取全部内容，整理成结构化 HTML 学习资料，并录入 Study Wiki。当用户说"提取文档"、"整理资料"、"学习资料"、"提取PDF"、"帮我整理这个文档"、"extract document"、"study material"，或上传 PDF/文档并要求提取内容时触发。

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Cc Pages Backup · yangwhale bundle
CC Pages 增量备份到 GitHub private repo

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Code Wiki Recon · yangwhale bundle
First-pass codebase reconnaissance using Google Code Wiki (codewiki.google). Use when the user is opening a new repository for the first time, asks for a quick architectural overview of an unfamiliar codebase, or needs to build a mental model before diving into code. Pulls the auto-generated TOC, architecture diagram, and section summaries from Code Wiki to bootstrap understanding. Strictly a recon tool, not a Q&A oracle — Code Wiki cannot answer deep runtime/optimization questions, only describe architecture.

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Feishu User Msg · yangwhale bundle
以 Chris 身份通过飞书 API 发消息到 bot DM 窗口。支持文字和语音。Siri 快捷指令的服务端。

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Frontend Slides · yangwhale bundle
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

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Music Generator · yangwhale bundle
Generate music using Google Lyria 3 (DeepMind). Use for "生成音乐", "作曲", "写一首曲子", "generate music", "create a song", "compose", "piano piece", "钢琴曲", "make a beat", "生成钢琴曲", "来一首歌".

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Paper Explainer · yangwhale
大白话论文解读 - 将学术论文翻译成通俗易懂的中文解读文档，配有图解、示例代码和知识点补充

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Session Handoff · yangwhale bundle
Generate a handoff prompt that lets a fresh Claude Code session resume a complex task from a crashed/restarted CloseCrab bot session. Reads the old session jsonl plus the bot's recently-written CC Pages docs, extracts task identity / latest state / file locations / pitfalls / team coordination signals, and synthesizes a concise markdown prompt to paste into the new session. Use when a CloseCrab bot's session crashed (API error, context overflow, OOM-killed), or when the user says "wrap up this context for a new session", "give me a handoff prompt for {bot}", "{bot} 的 session 挂了写个交接", or "总结一下让新 session 接着干".

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DOCX Form Filler · yangwhale bundle
Fill a .docx template (forms, portfolios, application sheets, report cards) with data extracted from a source document (PDF, another docx, chat input) while preserving the template's formatting. Use when the user provides a .docx template plus a data source and says "帮我填这个表"、"按这个 PDF 填模板"、"把这份资料填进 docx"、"fill this form"、"fill this template from a PDF"、"portfolio 填表"、"申请表填一下". Handles paragraphs, table cells, AND textbox/cover-page content (which python-docx alone cannot reach).

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Imagen Generator · yangwhale bundle
Generate or edit images using Gemini 3 Pro Image (Nano Banana) on Vertex AI. Use for text-to-image ("生成图片", "画一张", "generate image", "帮我画", "create an image", "图片生成") and image-to-image editing ("修图", "P图", "改图", "edit image", "在这张图上加 ...", "基于这张图 ...", "保持风格生成 ...").

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Math Video Tutor · yangwhale bundle
Generate teaching video explanations for elementary math problems. Takes a math problem (with answer and solution steps) and produces a 2-3 minute MP4 video with dark-themed slides and TTS narration, suitable for 5th graders. Use when asked to create math teaching videos, explain math problems to kids, or generate video tutorials for math exercises. Supports batch processing for multiple questions.

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Vscode Reference · yangwhale
Study Claude Code official source (CLI npm package) as golden reference for CloseCrab. Check updates, reverse-engineer patterns, distill improvements.

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Weather Forecast · yangwhale bundle
查天气预报。香港用香港天文台官方 API（最准、秒回），全球用 Open-Meteo（免 key）。当用户说"天气"、"天气预报"、"今天天气"、"明天天气"、"几天天气"、"会不会下雨"、"weather"、"forecast"、"香港天气"、"某城市天气"等关键词时触发。

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Chinese Dictation · yangwhale bundle
Generate Chinese (traditional/simplified) dictation practice — extract words+pinyin from a screenshot, produce an HTML page with audio that reads each word aloud with configurable pause between words. Use when user says "听写"、"聽寫"、"语文听写"、"听写练习"、"dictation"、"做个听写"、"听写卡"、"听写音频".

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Lesson Read Aloud · yangwhale bundle
Turn lesson PDFs into a read-aloud study page — extract the text from each PDF, embed the original page screenshots, and attach an English audio player that reads the whole lesson aloud (a real click-to-play progress bar). Built for Hong Kong primary-school 常識科/General Studies lessons but works for any subject. Use when the user says "朗讀"、"課文朗讀"、"朗讀教學"、"常識科"、"小學常識"、"read aloud"、"配個朗讀音頻"、"念課文", or drops one-or-more lesson PDFs and asks for an audio read-along page.

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Gemini UI Reviewer · yangwhale
Let Gemini review and optimize frontend UI/CSS design. Gemini has better aesthetic sense for modern web design.

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Multimodal Explainer · yangwhale bundle
Generate a comprehensive multimodal HTML explainer document with embedded Gemini TTS voice narration segments, structured sections, callouts, diagrams, and tables. Optimized for explaining complex technical topics (PoC briefs, new domain concepts, architecture deep-dives) to first-time learners who need both written reference AND spoken walkthrough. Use when the user says "做个讲解文档"、"多模态讲解"、"配语音讲解的文档"、"科普文档加语音"、"explain this with voice"、"technical walkthrough"、"语音讲解 HTML"、"多模态科普", OR when a topic is complex enough that an audio walkthrough materially helps comprehension (50+ concepts, multi-stakeholder, first-time exposure).

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Hk Share Award Tax Dipn38 · yangwhale bundle
Compute Hong Kong salaries tax partial exemption for share awards (GSU / RSU / stock options) under DIPN No. 38 paragraphs 43-46 and section 8(1A)(a) of the Inland Revenue Ordinance. Full lifecycle: (1) auto-extract vest data from Morgan Stanley / IRD / IR56B via Chrome MCP, (2) compute DIPN 38 time apportionment, (3) cross-check IR56B vs IRD assessment to detect unclaimed exemptions, (4) generate APPENDIX-EQUITY PDF for eTAX submission, (5) generate HTML audit report for personal review, (6) guide eTAX BIR60 filing or 70A retrospective claim. Triggers: HK salaries tax, BIR60, IR56B, share award apportionment, DIPN 38, 'partial exemption', cross-border GSU/RSU vest, '报税分析', '股票减税', 'GSU 豁免', '从内地转来香港', '70A', 'time apportionment', '股票报税'.

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Nemo Mbridge Perf Cuda Graphs · yangwhale bundle
Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.

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Nemo Automodel Distributed Training · yangwhale bundle
Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings.

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Nemo Mbridge Perf Activation Recompute · yangwhale bundle
Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.

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Nemo Mbridge Perf Expert Parallel Overlap · yangwhale bundle
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP.

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70 published skills