yangwhale/CloseCrab

wiki

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。

원문 언어: 중국어

browser-cli

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,…

원문 언어: 중국어

frontend-slides

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…

원문 언어: 영어

veo-generator

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.

원문 언어: 영어

memory-lint

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。

원문 언어: 중국어

chinese-dictation

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…

원문 언어: 영어

lesson-read-aloud

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…

원문 언어: 영어

study-material

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。

원문 언어: 중국어

music-generator

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".

원문 언어: 영어

imagen-generator

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 ...",…

원문 언어: 영어

deck-builder

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…

원문 언어: 영어

wechat-reader

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…

원문 언어: 영어

hk-share-award-tax-dipn38

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…

원문 언어: 영어

nemo-automodel-distributed-training

Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings.

원문 언어: 영어

nemo-automodel-model-onboarding

Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.

원문 언어: 영어

nemo-automodel-recipe-development

Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.

원문 언어: 영어

nemo-mbridge-perf-activation-recompute

Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.

원문 언어: 영어

nemo-mbridge-perf-cuda-graphs

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.

원문 언어: 영어

nemo-mbridge-perf-expert-parallel-overlap

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.

원문 언어: 영어

nemo-mbridge-perf-memory-tuning

Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.

원문 언어: 영어

nemo-mbridge-perf-moe-comm-overlap

MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.

원문 언어: 영어

nemo-mbridge-perf-sequence-packing

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.

원문 언어: 영어

nemo-mbridge-recipe-recommender

Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal. Indexes library recipes (pretrain/SFT/PEFT) and performance recipes.

원문 언어: 영어

tilegym-converting-cutile-to-triton

Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging (cudaErrorIllegalAddress, shape mismatch, numerical mismatch), and mapping cuTile idioms (ct.load/ct.store, ct.Constant, ct.launch) to Triton…

원문 언어: 영어

tilegym-monkey-patch-kernels-to-transformers

Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating models. Used when the…

원문 언어: 영어

tts-generator

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.

원문 언어: 다국어 혼합

hk-bus

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。

원문 언어: 중국어

feishu-user-msg

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。

원문 언어: 중국어

cc-pages-backup

CC Pages 增量备份到 GitHub private repo

원문 언어: 중국어

live-canvas

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.

원문 언어: 중국어

chat-style

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。

원문 언어: 중국어

weather-forecast

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。

원문 언어: 중국어

multimodal-explainer

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,…

원문 언어: 영어

docx-form-filler

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…

원문 언어: 영어

feishu-mail

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。

원문 언어: 중국어

memory-gc

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。

원문 언어: 중국어

evolution

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…

원문 언어: 중국어

smoke-test

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。

원문 언어: 중국어

code-wiki-recon

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…

원문 언어: 영어

math-video-tutor

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…

원문 언어: 영어