全部能力

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,…

When the user wants to fix indexing issues from Search Console, use noindex, or implement Google Indexing API. Also use when the user mentions "fix indexing,"…

通过 HTTP API 搜索图标，并使用 curl 获取 SVG 字符串。

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。

Use when designing resource lifecycles. Keywords: RAII, Drop, resource lifecycle, connection pool, lazy initialization, connection pool design, resource…

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

Expert knowledge of Godot Engine game development including scene creation, node management, GDScript programming, and project structure. Use when working with…

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…

Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe to change X?\",…

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...

Expert in building Retrieval-Augmented Generation systems. Masters

从网页截取聚焦的特定区域截图。根据用户上下文（URL、搜索查询、社交媒体帖子）导航至正确的页面，定位……

Write comprehensive technical documentation including user guides, how-to articles, system architecture docs, onboarding materials, and knowledge base…

Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: \"Rename this function\", \"Extract this into a module\",…

Search your personal knowledge base when past insights would improve response. Recognize when stored breakthroughs, decisions, or solutions are relevant.…

Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and…

添加新 AI 提供商文档指南。在添加新 AI 提供商（如 OpenAI、Anthropic 等）的文档时使用，包括使用文档、…

Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites -…

Retrieve real-time commodity price quotes using Octagon MCP. Use when checking current commodity prices, analyzing day ranges, comparing to moving averages,…