全部能力

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review,…

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for…

添加“在 molab 中打开”徽章，链接到 marimo 笔记本。适用于 README、文档、网站或任何 markdown/HTML 目标。

Expert guidance for writing high-quality academic and research papers. Use when the user wants to write, structure, revise, or improve academic papers,…

Uses persistent markdown files for general planning, progress tracking, and knowledge storage (Manus-style workflow). Use for multi-step tasks, research…

LaTeX CV/resume templates for PhD students and researchers, covering ATS-optimized industry resumes and full academic CVs.

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI,…

Add an interactive demo to the Remotion documentation. Use when creating a new <Demo> component for docs pages.

Archive session learnings, debugging solutions, and deployment logs to .archive/yyyy-mm-dd/ as indexed markdown with searchable tags. Use when completing a…

Antdv Next Vue 3 组件库。用于查找组件 API 文档、props/events/slots 或 playground 演示。

Web search, extraction, crawling, mapping, and deep research via Tavily API. Five tools for finding information, extracting content, exploring websites, and…

为 NeurIPS、ICML、ICLR、ACL、AAAI、COLM 撰写达到发表标准的 ML/AI 论文。适用于基于研究仓库起草论文、组织论证结构、验证…

针对 LaTeX、Typst 和 PDF 格式的中英文学术论文进行深度审阅优先的审查。当用户需要审稿人风格的论文……时使用。

Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps,…

把踩过的坑或好做法沉淀成可检索的 learning 文档，两条轨道 pitfall（坑）/ knowledge（默认做法）。触发：用户说"沉淀知识"、"learning"、"把这次经验记下来"，或 acceptance / fix 收尾时推送。

学术全流程编排器：研究 -> 撰写 -> 完整性检查 -> 审阅 -> 修订 -> 再审阅 -> 再修订 -> 最终完整性检查…

通过真实案例创建高质量skill。先找黄金案例和失败案例，归纳什么有效什么无效，再用理论解释为什么。skill是干活的，要从实践中学习，不是从书本中学习。触发词："帮我创建一个skill"、"我想做一个skill来...

Use this skill to get documentation for third-party APIs, SDKs or libraries before writing code that uses them to ensure you have the latest, most accurate documentation. This is a better way to find documentation than doing web search. This includes when a user asks for tasks like "use the OpenAI API", "call the Stripe API", "use the Anthropic SDK", "query Pinecone", or any other time the user asks you to write code against an external service and you need current API reference. Fetch the docs with chub before answering, rather than relying on your pre-trained knowledge, which may be outdated because of recent changes to these APIs. Be sure to use this skill when the user asks for the latest docs, latest API behavior, or explicitly mentions chub or Context Hub. Ensure `chub` is available, run `chub --help`, then follow the instructions there.