Menu
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
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | paper-explainer |
| description | 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 |
| globs | ["*.pdf"] |
| mcp | {"playwright":{"command":"npx","args":["-y","@playwright/mcp@latest"]}} |
将学术论文（PDF）翻译成人人都能懂的中文解读文档。
解读论文、大白话、通俗解读、论文翻译{论文名}-explained/
├── {论文名}.pdf # 原始论文
├── {论文名}-通俗解读.md # 中文解读文档
└── images/ # 配图目录
├── 01-xxx.svg
├── 02-xxx.svg
└── ...
标题区
目录
核心内容（按论文结构调整）
必须包含的元素
知识点补充框：用 blockquote 解释专业术语
> **知识点补充 - 术语名**
> 通俗解释...
对比表格：用表格展示对比信息
| 方面 | 方法A | 方法B |
|------|-------|-------|
| ... | ... | ... |
流程图/架构图：用 SVG 格式
示例代码：
数学公式解读：
参考资料
look_at 工具提取内容https://ar5iv.labs.arxiv.org/html/{arxiv_id}https://arxiv.org/abs/{arxiv_id}mkdir -p {output_dir}/images
为以下内容创建可视化图片：
SVG 设计规范：
linearGradient 创建渐变色rx="10"font-family="Arial, sans-serif"#667eea #764ba2、绿色系 #48bb78 #38a169写作风格：
专业术语处理：
将原始 PDF 移动到输出目录，确保结构完整。
参考本仓库中的示例：Learning/deepseek-r1-explained/
该示例包含：
NVIDIA NVL72 (GB200/GB300) GPU 集群验收测试。Profile 驱动的端到端质检：硬件自检、DCGM 诊断、NCCL 带宽、cuBLAS GEMM、单域/跨域多节点 NCCL、日志分析、报告生成、故障节点处理。含验收 baseline 阈值与判定标准。当用户说"验收测试"、"GPU QA"、"质检"、"跑一下 hw-check"、"NCCL benchmark"、"节点健康检查"、"GPU 集群测试"、"NVL72 测试"、"GB300 QA"、"GB200 QA"等关键词时触发。
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.
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".
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.
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'.
Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings.