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Create MATLAB plain text Live Scripts (.m files) following specific formatting rules. Use when generating MATLAB scripts, educational MATLAB content, Live Scripts, or when the user requests .m files with rich text formatting.

Full content production pipeline — takes a topic from blank page to published-ready piece. Use when you need to execute content: write a blog post, article, or guide end-to-end. Triggers: 'write a post about', 'draft an article', 'create content for', 'help me write', 'I need a blog post'. NOT for content strategy or calendar planning (use content-strategy). NOT for repurposing existing content (u

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

定义产品定位、差异化策略和价值主张。当用户需要产品定位、与竞品差异化、定义价值主张、撰写定位声明，或说"我们如何定位 X"、"我们有什么不同"、"定义我们的定位"时使用。即使没有明确说"定位"，当用户正在制定战略、传播信息或市场差异化时也应激活。

Transforma seu trabalho cooperativo com um agente de IA em um romance serializado de formato longo, tornando-o acessível a quem não possui conhecimento do domínio. Utilize quando o usuário solicitar um 'capítulo' ou desejar narrar seus processos, como bots de negociação ou projetos de pesquisa, como ficção documental.

Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes. Use this skill whenever the user asks to make slides/PPT/PPTX for journal club, group meeting, paper sharing, thesis seminar, lab meeting, department report, or academic presentation from a research paper, not only medical papers. I

Launch N parallel subagents in isolated git worktrees to compete on the session task.

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.

/cs:onboard — Founder interview that populates ~/.claude/company-context.md. The first command to run when starting with c-level-agents.

Generate modern UI components — cards, forms, navigation, modals, tables, hero sections, footers, and pricing tables. 2026 glassmorphism design with Tailwind CSS. Copy-paste ready.

Use when the user asks to design multi-agent systems, create agent architectures, define agent communication patterns, or build autonomous agent workflows.