Используй при реализации backend-фич — предоставляет паттерны вертикальных слайсов с MediatR, FluentValidation и IEndpoint (проект)
Library of reusable solution briefs, architecture, and pricing frames per industry.
Vibe Coding 流水线第一步:你是一位顶级产品经理,善于时刻洞察各领域的核心需求。 本 skill 把一个模糊或平庸的产品想法澄清、逼问,并用 AI 时代产品框架拔高,收敛成一份可进入技术设计的 idea.md。 它不仅澄清需求,更要判断「这个点子值不值得做、能不能更狠」——能否把 AI 当工具去颠覆某个传统行业的固定解法, 而非只在 AI…
Create a Technical Design Document for your MVP. Use when the user wants to plan architecture, choose tech stack, or says "plan technical design", "choose tech stack", or "how…
Senior videogame and software developer skill for JW Quiz. Use when: implementing gameplay mechanics, designing progression systems, writing WinForms code, refactoring story…
Virtual Office — VSCode extension sidebar visualization with 2D cartoon agents in office environment. Real-time 4-tier architecture visualization.
Answer code/product questions as visual Plan artifacts using repo, bridge, or GitHub context; use for API specs, UI look, schema models, and architecture.
Professional diagram and architecture visualization design system for Remotion video compositions. Use when building: architecture diagrams, hub-and-spoke layouts, flowcharts,…
Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture…
Translates text-based discussions of workflows, system architectures, and processes into structured diagram code.
Route broad or ambiguous VitaeContext work to the right module while keeping context scoped. Use when a request spans multiple surfaces, asks for overall digital-presence…
Design cloud-native systems using Werner Vogels' principles of failure-first design, eventual consistency, and API-driven architecture.
Produce a complete firmware architecture spec for a described device — layer diagram, module responsibilities, HAL interface definitions, key state machines, RTOS decision.
Conception et déploiement de VPN incluant WireGuard, OpenVPN, IPSec pour les architectures site-to-site et remote access.
Use to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for live RTSP captioning or incident-range reports.
Production-grade architecture patterns, state management, SSR strategies, performance optimization, and anti-patterns for Vue 3 (Composition API) and Nuxt 3 applications.
Project directory structure template — approved directories, depth limits, forbidden patterns
Set browser-game architecture before implementation. Use when the user needs engine choice, simulation and render boundaries, input model, asset organization, or save/deb — from…
Masterclass framework for brainstorming web development projects and page designs. Outlines structural phases for concept, UX flow, styling aesthetics, technical architecture, and…
Complete web scraping methodology — legal compliance, architecture design, anti-detection, data pipelines, and production operations.
Hunter mindset, recon setup, and target scoring for Web3 bug bounty. Use at the START of any new protocol hunt - scoring targets, setting up environment, understanding…
Execute major Webflow migrations — from other CMS platforms to Webflow CMS, between Webflow sites, or large-scale content re-architecture using the Data API v2 bulk endpoints,…
Implement Webflow reference architecture — layered project structure, client wrapper, CMS sync service, webhook handlers, and caching layer for production integrations.
Production WebGL & Three.js 3D experience architecture, custom GLSL shaders, memory management & GPU disposal pipelines, instanced rendering, performance optimization, and…
Systematically evaluate architecture decisions, document trade-offs, and select appropriate patterns for context.
Use when when training a dual-encoder architecture (bi-encoder + cross-encoder) on NMR spectral data where independent encoding and joint pair processing produce competing or…
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration.
Turn photos of a whiteboard, sticky-note wall, or napkin sketch into a structured spec the team can execute.
Generate structured documentation from codebases — architecture mapping, page writing, and onboarding guides.
Explain the LLM Wiki pattern — architecture, concepts, and how to use wiki-init/ingest/query/lint skills.
The living embodiment of WinDAGs V3 — the AI orchestration platform where agents accumulate genuine expertise.
State management, checkpoint architecture, and recovery strategy selection for WinDAGs V3 execution infrastructure.
Expert in building modern Windows applications using WinUI 3, WPF, and the Windows App SDK. Specializes in MSIX packaging, XAML styling, and MVVM architecture.
Choose workspace architectures for different project scales in Windsurf. Use when deciding how to structure Windsurf workspaces for monorepos, multi-service setups, or polyglot…
Implement Windsurf reference architecture with optimal project structure and AI configuration. Use when designing workspace configuration for Windsurf, setting up team standards,…
Wispr Flow reference architecture for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications.
Use when a /design-complete ai-dev-assistant task must become N self-contained, gate-verifiable work-orders — decomposes architecture.md Components into units, attaches…
Major architectural shift protocol. ADR creation, migration strategy, rollback plan. For: layer changes, pattern adoption, system redesign, breaking API changes, infrastructure…
Use when you need to understand how a complex MS/MS spectral search system routes query spectra through multiple parallel processing pipelines with different objectives (e.g.,…
Workhuman reference architecture for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Úsala cuando el usuario pida crear una nueva funcionalidad (feature), configurar rutas con React Router Dom, agregar componentes de UI, usar Shadcn, organizar la estructura de…
Twenty-minute diagnostic mapping a team to a world-model paradigm (vector DB, structured ontology, signal-fidelity).
THC Wake-on-Touch (WoT) — corrected architecture (GPIO IP / vGPIO wake path), WoG (Not POR / ISH-based), Linux/Windows implementation, platform config, validation, debug
Generate WPF MVVM architecture with ViewModelBase, RelayCommand, INotifyPropertyChanged, and dependency injection setup
Write an architecture document from goals and requirements
Write an implementation plan from architecture documents
Write database models following the Epic architecture patterns. Use when creating Active Record models for database tables with CRUD operations.
Draft or revise a design RFC that explains architecture from first principles — why the system exists, how layers interact, what trade-offs were made, and where it's headed.
Write routes following the Epic architecture patterns. Use when creating HTTP endpoints for behaviors, webhooks, or streaming.
Use when handing an initiative or a chunk of work to the engineer — produce a brief with C4-level structure, the exact contract, acceptance, file/seam pointers, illustrative code,…
Use when writing or modifying the kimi-code terminal UI in apps/nori-code/src/tui — components, dialogs/selectors, slash commands, themes, streaming render, or the KimiTUI…
Use when a design discussion has produced a real architecture decision, when future readers would ask "why did we do it this way?", when capturing tradeoffs and rejected…
Decomposes the apply-skill produced by designing-isucon-architecture into atomic tasks, materializes one Claude Code subagent per task, and emits a dispatcher slash command that…
Read this before authoring or substantially changing a plugin, agent, or skill for Archie. It's the conceptual playbook for building plugins that fit Archie's multi-agent,…
Use when writing, reviewing, or improving RFCs, requests for comments, technical design docs, architecture proposals, engineering decision records, API proposals, migration plans,…
Use when creating technical design documents, architecture documentation, or implementation specifications. Use when documenting technical decisions and component responsibilities.
Implement x86_64 architecture-specific code: GDT, IDT, paging, syscalls. Follow AMD64 architecture manual conventions and use proper memory barriers.
z88dk newlib vs classic architecture for targets, CRT m4 driver instantiation, serial/character FILE* wiring, disk fcntl (asm_target_open, open_max, FCB vs FatFs), mixed multi-CPU…
Prüft ZGPM-Konsistenz-Regeln (≥1 A je MS, genau 1 F/L, "e" nie ohne "E"). Trigger wenn `plan/pvm.yaml` validiert wird (durch reviewer-agent, architecture-agent, /validate-plan).
Extract and store learnings from the current work/coding session into your work knowledge base. Run at the end of a session or whenever the user invokes /zingage-learn.