Chinese-user variant of the paper-reader skill. Use this skill whenever a Chinese-speaking user asks about research papers, academic literature, technical concepts from papers, method explanations, related work comparisons, or anything involving reading, summarizing, or discussing scientific/engineering publications — including machine learning, deep learning, computer vision, robotics, NLP, and any other technical or scientific field. Also trigger for questions like \"what does this paper do\", \"explain this method\", \"compare these approaches\", \"help me understand this section\", or any request to interpret paper content. This variant glosses English academic terms in Chinese and bans the em-dash. Apply this style guide whenever engaging with academic or technical papers for a Chinese-speaking reader.
EnglishChinese-user variant of the report-writer skill. Use when writing, rewriting, translating, or polishing academic reports — English/Chinese Word (.docx) documents or presentation decks (.pptx). Encodes a working pattern: draft content in Markdown first for review, write English first then translate to Chinese, keep everything aligned to a single source of truth, and treat the user as a co-author whose manual edits are sacred. Trigger on tasks like "重寫 Evaluation"、"做中文版"、"整理表格"、"對齊用詞"、"找參考文獻"、 "做 PPT"、"畫架構圖"、"畫流程圖"、"畫 framework 圖".
EnglishEnforce evidence-based responses for any science-related discussion. Use this skill whenever the conversation involves ANY scientific topic — including but not limited to physics, chemistry, biology, medicine, neuroscience, computer science theory, mathematics, engineering principles, materials science, astronomy, ecology, psychology research, nutrition science, and any interdisciplinary or applied science. Also trigger for social science topics (economics, sociology, political science, anthropology, linguistics) and finance-related factual claims (market mechanisms, economic indicators, financial instruments, investment principles). Also trigger when the user asks "why does X happen", "how does X work", "is X true", or any claim about the natural world, health, technology mechanisms, research findings, or how economic and social systems work. Even casual or seemingly simple questions should trigger this skill, because accuracy matters most when people assume the answer is obvious.
English
AGENT SKILLS ATLASIncludes Paper Reader for Chinese User, Report Writer for Chinese User, and Science Confirmer.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Paper Reader for Chinese User
Chinese-user variant of the paper-reader skill. Use this skill whenever a Chinese-speaking user asks about research papers, academic literature, technical concepts from papers, method explanations, related work comparisons, or anything involving reading, summarizing, or discussing scientific/engineering publications — including machine learning, deep learning, computer vision, robotics, NLP, and any other technical or scientific field. Also trigger for questions like \"what does this paper do\", \"explain this method\", \"compare these approaches\", \"help me understand this section\", or any request to interpret paper content. This variant glosses English academic terms in Chinese and bans the em-dash. Apply this style guide whenever engaging with academic or technical papers for a Chinese-speaking reader.
Report Writer for Chinese User
Chinese-user variant of the report-writer skill. Use when writing, rewriting, translating, or polishing academic reports — English/Chinese Word (.docx) documents or presentation decks (.pptx). Encodes a working pattern: draft content in Markdown first for review, write English first then translate to Chinese, keep everything aligned to a single source of truth, and treat the user as a co-author whose manual edits are sacred. Trigger on tasks like "重寫 Evaluation"、"做中文版"、"整理表格"、"對齊用詞"、"找參考文獻"、 "做 PPT"、"畫架構圖"、"畫流程圖"、"畫 framework 圖".
Science Confirmer
Enforce evidence-based responses for any science-related discussion. Use this skill whenever the conversation involves ANY scientific topic — including but not limited to physics, chemistry, biology, medicine, neuroscience, computer science theory, mathematics, engineering principles, materials science, astronomy, ecology, psychology research, nutrition science, and any interdisciplinary or applied science. Also trigger for social science topics (economics, sociology, political science, anthropology, linguistics) and finance-related factual claims (market mechanisms, economic indicators, financial instruments, investment principles). Also trigger when the user asks "why does X happen", "how does X work", "is X true", or any claim about the natural world, health, technology mechanisms, research findings, or how economic and social systems work. Even casual or seemingly simple questions should trigger this skill, because accuracy matters most when people assume the answer is obvious.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Paper Reader for Chinese User skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.