Publish a cross-module integration event via the Outbox and handle it idempotently in another module. Use when one module must react to something that happened in another. See .agents/rules/eventing.md.

Add a vertical-slice feature (command/query + handler + validator + endpoint) to an existing FSH module. Use when adding an API endpoint or business operation to a module that already exists.

Build UIs with @nuxt/ui v4 — 125+ accessible Vue components with Tailwind CSS theming. Use when creating interfaces, customizing themes to match a brand, building forms, or composing layouts like dashboards, docs sites, and chat interfaces.

Use when changing Electron main/preload code, desktop IPC, native windows, menus, dialogs, notifications, updater behavior, deep links, SSH or tunnels, child processes, packaged startup, or Windows process spawning.

Core Native SDK guide for AI agents. Read this before explaining the Native SDK or changing a Native SDK app. Covers the mental model (native-rendered apps by default, WebView shells as a coexisting architecture), project structure, app.zon, App and Runtime patterns, frontend integration, web engines, JavaScript bridge commands, permissions, windows, WebViews, dialogs, packaging, debugging, testing, and when to load deeper references. For authoring native-rendered UI (Native markup .native views, Model/Msg/update, UiApp), load the native-ui skill. Use when the user asks what the Native SDK is, how to build or modify an app, how to package or debug it, or how to add native capabilities.

Read, replace, reset, export, and import XGuard policy options on the orchestrator. Use when you need to inspect current per-label policies for text or prompt scans, ship a refined policy, restore defaults, or back up the policy registry. Read-only by default; destructive operations require an explicit `--writable` flag.

Draft a model description for the CivitaiOfficial account when mirroring a third-party model on civitai.com or civitai.red. Use when the user is publishing or rewriting a mirrored model page (e.g. Sulphur, HappyHorse, Wan, ACE-Step) and wants a structured, properly-credited description rather than a one-line stub. Produces HTML ready to paste into the Civitai rich-text editor.

Wire an existing ecosystem into the LoRA training system so it appears as a trainable base model in the training form. Adds the base-model entry, schema enums, orchestrator validation, feature flag, and per-ecosystem default params. Use when a model family (already in basemodel.constants.ts) needs training support — e.g. AI-Toolkit ecosystems like Anima, HiDream, Boogu. Always checks @civitai/client for the ecosystem's training input type first.

Generate self-contained HTML visualizations with Plannotator theming. Use for implementation plans, PR explainers, architecture diagrams, data tables, slide decks, and any visual explanation of technical concepts. Plans and PR explainers follow Plannotator's prescriptive approach; all other visual content delegates to nicobailon/visual-explainer.

Prepare and execute a Plannotator release — draft release notes with full contributor credit, bump versions across all package files, build in dependency order, and kick off the tag-driven release pipeline. Use this skill whenever the user mentions preparing a release, bumping versions, writing release notes, tagging a release, or publishing. Also trigger when the user says things like "let's ship", "prep a release", "what's changed since last release", or "time to cut a new version".

UseCase implementation pattern — DI, Result handling, error types, decorators, CMS repositories, entry mappers, and schema-based permissions. Use this skill to implement, inject, override, or decorate any Webiny UseCase, or to build repositories that persist data via CMS.

Covers the PreviewUrlModifier extension point in Website Builder. Use when a user wants to inject custom query parameters into live preview URLs — e.g. signed tokens, tenant identifiers, feature flags — from their Webiny project. Handles the full registration pattern: implementing the interface, wiring via createFeature + RegisterFeature, and registering via webiny.config.tsx. Supports async modifier methods (e.g. remote token fetch).

Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use when the user wants better search visibility, SEO remediation, schema markup, sitemap/robots work, or keyword mapping.

所有联网操作必须通过此 skill 处理，包括：搜索、网页抓取、登录后操作、网络交互等。 触发场景：用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容（小红书、微博、推特等）、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。

Write a practical Business Requirements Document (BRD) from a product idea, feature concept, customer request, business problem, or rough product opportunity. Use when the user asks to write, draft, generate, refine, or save a BRD/business requirements document/product business case in Markdown, especially when the output should be saved under the current project's markdown directory and include diagrams using Mermaid, SVG, or ASCII.

给学生用其所在年级听得懂的语言通俗讲解题目，并生成举一反三练习。当用户给出年级 + 题目（文字或图片）希望得到讲解、辅导、"讲到孩子能听懂"、出同类练习题时使用。覆盖小学到高中的数学、物理、化学、语文、英语、生物等学科。输出为当前项目 markdown/ 目录下的两个 Markdown 文件：讲解文件与配套练习文件。

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

针对通用问题进行多领域专家联合分析, 综合稿产生前必经 fact-checker 与 red-team 两道独立校验。适用场景: 用户提出跨领域或不确定领域的复杂问题, 需要从多个专家角度分别搜证并相互校验后综合成文, 例如该不该买房、该不该跳槽、是否进入某个赛道等。触发关键词: 多角度分析、专家分析、综合分析、多视角、跨领域分析、从不同角度看、深度分析。问题只属于单一明确领域时, 优先使用该领域的专门 skill, 例如纯财务用 finance-core-analysis、纯技术用 software-architect。输出 (全部 markdown 保存到当前项目 markdown/ 目录): (1) 每位专家的中间分析稿; (2) 事实核查报告 (跨专家矛盾 / 未经证实的主张 / 重叠区); (3) 红队反驳报告 (逐条反驳承重墙级主张, 给出 SURVIVES / WEAKENS / REFUTED 裁定); (4) 第一人称、通俗易懂的最终综合长文, 同时报告哪些主张通过验证、多少被弱化、多少被剔除。

多领域专家联合分析 skill，深度思考分析解答任何领域的棘手问题。流程：主控 agent 识别问题所属领域，动态调度 1~N 个领域专家并行搜证、分析、产稿，再交由事实核查员与红队进行克制温和的二次审查，最终综合成第一人称、面向小白、文笔一气呵成的 markdown 文章。当用户提出跨界、复杂、有争议的硬问题，希望从多视角深度拆解；或明确要求"深度分析 / 多角度分析 / 专家会诊 / 多领域联合分析"时触发。

Write and save Chinese beginner-friendly paid manual subsections for "全品种操盘手册", a retail-investor education/subscription product covering the full 17-chapter + appendix outline from digoal's 2026-05-28 article. Use when the user provides a subsection title or asks to continue/complete the manual for 投资小白/散户, especially with triggers like 每次写一小节, 全品种操盘手册, 操盘手册, 知识付费, SVG图解, 第一性原理, markdown目录, 进度跟踪, or 散户金融工具.