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CAD fundamentals, 3D printing (FDM/SLA/SLS), CNC machining, workshop skills, rapid prototyping methodology, and testing of physical prototypes. Covers fidelity levels, material selection for prototypes, dimensional tolerancing, assembly planning, and the iterate-test loop. Use when building prototypes, selecting fabrication methods, planning physical tests, or choosing between prototyping technologies.
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Use this skill whenever the user wants to use AI agents to work with Penpot design files via the Penpot MCP Server. Triggers include: using Penpot through an AI agent, design files, design systems, design tokens, Penpot MCP, design-to-code, generating UI from design, auditing a design system, creating components/variants, renaming layers, exporting assets from Penpot, adding flows, interactions, animations, overlays, or prototyping in Penpot, or prompting an AI agent to read/modify a Penpot file. Also triggers when the user wants to set up Penpot MCP, connect any MCP-compatible AI agent or IDE to Penpot, or produce production-ready HTML/CSS/React from a Penpot design. Use this skill for Penpot-agent workflows — design, code, audit, prototyping, or setup.
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Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final dstack service with a model request.
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Configure Simulink models for Embedded Coder (ERT), Simulink Coder (GRT rapid-prototyping), or AUTOSAR code generation. Use when the user asks to generate embedded C or C++ code, run a full build of a model, produce a code generation report, configure a model for production/ECU deployment or rapid-prototyping code, target ARM or x86 hardware, apply MISRA C/C++ compliance (ERT/AUTOSAR only — Simulink Coder does not ship MISRA profiles), or set up GRT, ERT, AUTOSAR, or shared-library targets. Handles target selection, hardware mapping, model hierarchy propagation, and constraint introspection via the configure_for_codegen function. Do NOT use for GRT shared-library variants (grt_malloc.tlc), DDS, or ROS, or for iterative optimization workflows that measure baseline metrics, apply targeted changes, and re-measure to confirm improvement.
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Product design across UI/UX, design systems, prototyping, and user research. Use when creating user journey maps, building wireframes, defining design tokens and component systems, planning usability tests, or establishing design principles.
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Engineering design cycle covering requirements elicitation, specifications writing, constraint identification, iterative prototyping, and design communication. Spans the full loop from problem definition through ideation, analysis, prototyping, testing, and redesign. Includes morphological charts, TRIZ, Pugh matrices, design reviews, and the distinction between functional and non-functional requirements. Use when framing engineering problems, generating design alternatives, writing specifications, or running design reviews.
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Generate novel UI from a text prompt via Stitch AI. Exports Tailwind/HTML, produces DESIGN.md for mk:frontend-design handoff. NOT for implementing existing designs — use mk:figma or mk:frontend-design for that.
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Work the prototyping lab itself — where runs live, what a run is, how to promote a run into the checked example library, and how to add a new runtime (Processing in Rust, Cinder) in one module. Use when asked to add a language or framework to the lab, to turn a prototype into a reusable example, to find or tidy what is in the lab, or when the lab's folder or catalog needs explaining.
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帮助将智能体的历史对话和资料存入Pinecone，检索相关内容并用于回答，构建跨会话长期记忆，按用户管理记忆，并试作基于语义的搜索。
将界面布局和信息顺序绘制成黑白SVG线框图，配上编号注释；多页面设计可附带流程图，也可整理成支持目录浏览和放大的静态审阅页面。
Build a trading analysis dashboard as a single HTML file, with dense market panels and interactive charts. Include light and dark themes, Live/Demo controls, chart focus views, and a keyboard command menu for navigating the interface.
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Create an HTML prototype of a social media analytics dashboard for creators. It uses consistent sample data to show platform metrics, follower growth, a top post, trending topics, and comments, with styling drawn from your design system.
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Create soft, polished web prototypes with silver or cream backgrounds, nested card borders, rounded surfaces, and carefully specified motion. The skill defines page sections, buttons, navigation, and mobile layouts for a consistent visual style.
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Creates web prototypes inspired by Swiss industrial print, using newsprint backgrounds, oversized black type, fine grid lines, and red accents. It suits editorial pages, agency portfolios, and manifesto sites with a precise, assertive visual style.
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Build a single HTML visualizer for particles, fractals, simulations, or data. It moves heavy calculations into a Web Worker, a background browser process, and draws on a canvas while targeting smooth 60fps rendering.
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Build a website prototype as a single HTML file using a supplied template and section layouts. Suitable for landing pages, pricing pages, and documentation indexes, with colors adapted to an existing design system.
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Create an HTML pricing page with plan cards, a feature comparison table, expandable FAQs, and action buttons. The skill adapts the number of plans to the brief and follows the project's colors, typography, and component patterns.
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Prototype a single-screen kanban task board in HTML, with columns for work stages, task cards, assignee avatars, estimates, and filters. A sprint summary highlights progress, leading assignees, and blocked tasks for a team overview.
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Prototype a documentation page in one HTML file, with navigation, an article, and a linked table of contents. Includes realistic explanatory text, command examples, code, and tables, plus layouts that adapt to narrower screens and right-to-left text.
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Build a FlowAI-style team management dashboard with member tables, activity history, summary metrics, and charts. The result is a self-contained HTML prototype with working tabs, light and dark themes, panel zoom, chart tooltips, and CSV export.
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Create a single-screen desktop dashboard for dating, matchmaking, or community products. It combines key metrics, a community ticker, match charts, and sidebar navigation in one HTML document, using editorial typography, generous spacing, and a restrained accent color.
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Write and lay out a long article as a single HTML page. Combine clear headings, image placeholders, highlighted quotations, author information, and related posts, using the active design system to create a magazine-style reading experience.
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Create a desktop admin or analytics dashboard prototype in one self-contained HTML file. Follow an existing design system to arrange navigation, key metric cards, charts, and a supporting table or chart.
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Build a floating contact widget as a single HTML file, with a welcome screen, social links, meeting booking link, and offline form. The message field provides an interface that can optionally connect to a backend.
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