Regulatory compliance and audit agent. Maps business regulatory requirements (SOC2/PCI-DSS/HIPAA/ISO 27001), checks control implementations, designs audit trails, and implements Policy as Code. Use when compliance auditing is needed.

Build rapid prototypes for both frontend (UI components/pages) and backend (API mocks/simple servers). Use when validating new features or turning ideas into working demos. Prioritize working software over perfection.

Dependency management, CI/CD optimization, Docker configuration, and operational observability (logging/alerting/health checks). Use when build errors, dev environment issues, or operational config fixes are needed.

Multi-session parallel orchestrator using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple instances. Use when parallel work is needed.

Pre-change impact analysis agent. Evaluates change risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming conventions) dimensions. Does not write code. Use when change planning or blast radius assessment is needed.

Multi-tenant architecture design. Tenant isolation strategies, RLS, routing, and scale design for SaaS.

Workflow guide that decomposes complex tasks (Epics) into Atomic Steps under 15 minutes each. Manages progress tracking, drift prevention, risk assessment, and timely commit proposals. Use when complex task decomposition is needed.

Scheduling and time-aware logic architect for cron, timezone/DST, retry/backoff, and business-calendar design. Use when schedule design is needed.

Incident first response, impact scope identification, recovery procedure formulation, and postmortem creation. Use when incident response or disaster recovery is needed. Does not write code (delegates fixes to Builder).

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Market researcher AI — survey, focus group, persona, JTBD, competitive analysis

Embedded/IoT Engineer — Arduino/ESP32/Raspberry Pi, sensor integration, MQTT/BLE/LoRa, firmware development, battery optimization

AI No-Code Automation Expert — Zapier, Make, n8n, workflow design, trigger/action, process automation สำหรับทุก business

Monitor Twitter/X and Reddit for security-related discussions — CVE mentions, zero-day chatter, breach reports, exploit code sharing, and emerging threats. Provides early warning intelligence often 24

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Semantic code intelligence across your entire code ecosystem — current project, organizational repos, dependencies, and any indexed codebase.

Use when the user needs help choosing, evaluating, fixing, extending, or operationalizing colors for any interface. Trigger on requests about palettes, color grading, themes, semantic roles, contrast, tokens, visual tone, muddy or washed-out UI, dark mode, light mode, state colors, or making colors feel right. Use this skill to teach flexible color judgment and, when useful, support that judgment with small deterministic helper scripts.

Use when the user needs design exploration, multiple distinct solution directions, or tradeoff-driven options before implementation.

Use when a task is multi-step, ambiguous, or high-impact and you need an executable implementation plan before editing code.

不知道下一步该干什么？打 `/forge`。

接力 `/forge-prd` 或 `/forge-brainstorm` 的产出，调度设计、工程、QA 子技能完成开发交付。

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{{One-sentence what-it-does + when to use it. Mention it bypasses the MCP via the REST API with {{ENV_VAR}}. Use when the user wants X, Y, Z programmatically without the {{service}} MCP installed.}}

Send messages, manage channels, guilds, roles, and webhooks on Discord via REST API. Use when the user wants to post to a channel, read messages, manage a bot's guilds, or send webhook messages programmatically without the Discord MCP installed.

'Coding.net DevOps automation: MR lifecycle, CI operations (trigger/logs/stop),

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Develop GIMP 3.0+ plugins using Python 3 with GEGL operations, image manipulation, UI dialogs, and procedure registration

Guide for developing KDE Plasma widgets (Plasmoids) with Python backend and QML UI, including metadata configuration, installation, and KDE Store distribution.

Develop plugins, tools, and extensions for OpenCode AI coding agent with MCP, LSP integration, custom tools, and SDK usage

Develop plugins for OpenRCT2 - JavaScript/TypeScript scripting, game actions, UI windows, hooks, multiplayer sync

Comprehensive guide for developing with Vagrant, including Vagrantfile configuration, custom boxes, providers (VirtualBox, VMware, Hyper-V, libvirt, AWS), provisioners (Ansible, Chef, Puppet), multi-machine setups, networking, synced folders, plugins, and troubleshooting.

Async HTTP server and client for Python with WebSocket support, middleware, streaming, and server-sent events

Distributed task queue for Python supporting Redis, RabbitMQ, periodic scheduling, real-time processing, and Django integration

Django authentication - local accounts, social OAuth, registration, email verification, MFA, session management

Django Celery integration - distributed tasks, periodic scheduling with django-celery-beat, monitoring, best practices

Django cloud storage - S3, Azure, Google Cloud, Boto3, cloud file storage backends

PyQt/PySide6 widgets and layouts - buttons, inputs, containers, item views, layout management

Comprehensive guide for developing cross-platform desktop applications with Qt in C++, including Qt5/Qt6, CMake, signals/slots, widgets, QML, threading, and deployment.

Rust terminal UI framework - widgets, components, layouts, events, input handling, and state management for TUI apps

Utility-first CSS framework v4 with CSS-first configuration, @theme directive, and the new Oxide engine.

Docker - containers, Dockerfile, docker-compose, multi-stage builds, production, CI/CD

Waydroid - Container-based Android on Linux with Wayland support, GPU acceleration, and native app integration

他山前端品牌设计系统完整参考手册。包含技术框架选型、设计令牌（颜色/字体/圆角/阴影）、组件规范代码模板、响应式/无障碍约定。被 role-前端开发 和 role-UI设计师 主动调用；与 frontend-brand-guard.mdc（约束层）配套使用。

项目规范问题自动修复 Skill。当用户指出项目内的规范偏差时，自动分类问题类型，路由到对应角色Skill执行修复，并通过verifier验证修复效果。类比产品侧「问题追踪+修复」的完整闭环，是项目内规范问题的「接收→分类→执行→验证」一体化机制。触发词：「这里有个规范问题」「这不符合规范」「规范偏差」「按规范修复这里」「这里违反了规范」「规范不对」「帮我修复规范问题」。注意：与 issue-tracker 的区别——后者只记录不执行；本 Skill 记录并自动路由执行。

前端开发角色。关键词：前端/React/TypeScript/Vite/UI实现/组件/页面/接口联调。激活后读技术架构.md和设计师输出，还原设计意图，不自作主张改交互逻辑。