Compare the user's notes with an expert's work on a topic. Return relevant exact quotes, source locations, and at least one gap in the user's thinking. Use only when /signal-from-expert is explicitly invoked.

Record concise ADRs that preserve the user's decisions without conversational noise. Use for "adr-verbatim", "new ADR", "document that as an ADR", "record this decision", or supplied ADR wording.

Create, extend or apply a reusable brand kit with Magic Hour imagery, exact logos and colors, editable layouts and a practical brand guide. Use for visual identities, brand books and coordinated branded assets when Magic Hour is the chosen media provider.

Create finished AI videos when Magic Hour is requested or configured and suitable. Route approved images directly to motion, still portraits plus audio to Talking Photo, and existing video plus audio to Lip Sync. Preserve an explicitly requested alternative provider.

统一资产生成 skill：接受 `--type=character|scene|prop|product`，或不传自动扫所有 pending（缺 sheet）资源并按类型分发。当用户说“生成角色图”/“生成场景图”/“生成道具图”/“生成商品图”、想为新资产创建参考图、或有资产缺少 *_sheet 时使用。

Extract arbitrary, custom entity types from clinical or biomedical text with no fine-tuning using OpenMed's GLiNER / GLiNER2 zero-shot support. Use when the user wants to define their own labels on the fly (e.g. Drug, Symptom, Device, Procedure), has no labelled data or a label set not covered by a fine-tuned model, or asks about openmed zero deps/index/infer, the gliner extra, or GLiNER. Pairs adjacent to extracting-clinical-entities (use that for high-accuracy fixed-schema NER) and loading-openmed-models.

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".

在 kimi-code 仓库里创建或更新 PR 时使用：如何写出让 reviewer 只读描述就能从逻辑和架构上理解改动的 PR 描述，包括核心思路与结构图、"行为变化与受影响人群"表、可视化大纲，以及 UI/UX 变化的截图和录屏。

Build continuous-shot motion-driven HTML stories from a subject or narrative, including research, story structure, consistent AI stills, Seedance scene and connector clips, interface styling, media normalization, and browser QA. Use for immersive journeys, timelines, product stories, fictional worlds, or other scene-based visual narratives whose camera should flow from beginning to end; not for ordinary autoplay video pages or general web apps.

Use FIRST for building or modifying an interactive HTML app in an ordinary project context, including pages, tools, forms, dashboards, CRUD interfaces, data visualizations, and window.Magic API integrations. Use this skill for architecture, file persistence, Agent dispatch, and UI decisions. Do not use it for the built-in published micro-app development flow; use micro-app-architect for that scenario. Skip read-only documents, pure CLI/backend work, slides, canvas/media generation, and calendar projects handled by magic-calendar. For projects that need a package manager, a build toolchain, or a backend service, use vibe-coding.

Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF. Exception: in a chat that shows diagrams inline (VS Code's or Cursor's own chat, Claude.ai, ChatGPT) where the draw.io MCP server's create_diagram tool is available, call that tool instead, unless the user asks for a file or an export. Claude Code, Codex and Copilot CLI, also in their VS Code and JetBrains extensions, don't show diagrams inline: use this skill there.

使用 scrapling 进行网页抓取和数据提取。自动选择 Fetcher，支持 Cloudflare/WAF 绕过、Session 登录、HTML 解析。当用户提到 scrape/crawl/fetch page/extract data/爬取/抓取/绕过Cloudflare/解析HTML/批量采集 时触发。

给一个领域、专业、角色、产品或争论找出真正框住它的几条约束，判明它们属于世界/规则/解释（硬/软/自设），看这组约束如何定义身份、补全问题、框出解空间并解释实际行为；尤其用于区分目标相同但约束不同导致的方案分歧，识别被误当硬事实的旧解释。USE WHEN 用户说 '约束', '找约束', '这个领域的约束是什么', '本质约束', '什么框住了它', '硬约束还是自设约束', '边界在哪', '这行为什么这么做', 'constraint', '/ljg-constraint', or gives any domain/profession/role/product/debate and wants its defining constraints and solution space mapped. NOT FOR 往下挖生成器（用 ljg-rank，找的是生成力不是边界）、纵向深钻一个观点到底（用 ljg-think）、拆一本书（用 ljg-book）、一个概念解剖（用 ljg-learn）。

Use only when the maintainer explicitly asks to update the changelog — then write `changelog/unreleased.md` (main app and VS Code extension) summarizing changes since the latest git tag.

Use when creating or modifying OpenChamber Settings pages, dialogs, controls, configuration surfaces, responsive Settings layouts, or Settings search behavior.

Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, implements actors for thread safety, and debugs Swift-specific issues. Use when building iOS/macOS applications with Swift 5.9+, SwiftUI, or async/await concurrency. Invoke for protocol-oriented programming, SwiftUI state management, actors, server-side Swift, UIKit integration, Combine, or Vapor.

Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events, and integrations on the Salesforce platform. Use when developing Salesforce applications, customizing CRM workflows, managing governor limits, bulk processing, or setting up Salesforce DX and CI/CD pipelines.

Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, and optimizes bundle performance. Use when building Angular 17+ applications with standalone components or signals, setting up NgRx stores, establishing RxJS reactive patterns, performance tuning, or writing Angular tests for enterprise apps.

Understand and customize the local Trellis architecture inside a user project. Use when modifying .trellis plus platform hooks, settings, agents, skills, commands, prompts, workflows, the channel runtime (trellis channel), bundled runtime agents under .trellis/agents/, selectable workflow templates, registry-backed spec refresh, cross-session memory (trellis mem) generated by trellis init, or AI-facing bundled skills (trellis-channel, trellis-session-insight, trellis-spec-bootstrap) and bundled-skill auto-dispatch flow.

Comprehensive quality verification: spec compliance, lint, type-check, tests, cross-layer data flow, code reuse, and consistency checks. Use when code is written and needs quality verification, before committing changes, or to catch context drift during long sessions.