Use AgentHub Harness Packages from Claude Code to discover Java microservice assets, initialize a workspace, scan modules, verify conventions, and prepare dry-run contributions.
Use Cutter for interactive Rizin-backed binary analysis and Rizin CLI for repeatable inspection, queries, scripts, and exports.
Prefer probe_search/probe_read for code and docs exploration — finding definitions, call sites, usages, config, architecture, or where behavior lives.
Configuring User Access Policies (UAP) to automatically assign or revoke permission sets and permission set groups based on user attributes.
Persist user decisions and project constraints to mdbase across sessions. Trigger on /user-thoughts or /ustht, or when the user discusses architecture, tech stack, rules, UI/UX,…
Bootstrap skill that teaches how to discover and use Arxitect's architecture enforcement skills. Loaded automatically on session start.
Applies Astro islands architecture — static-first rendering, client:* hydration directives, server islands, and content collections.
Use when designing a system whose past behaviour must be recoverable as a fact — RL training substrates, multi-agent simulations, deterministic game engines, replay-debuggable…
Use when building networks that grow, prune, or adapt topology during training. Routes to continual learning, gradient isolation, modular composition, and lifecycle orchestration…
The architecture selection router for CNNs, Transformers, RNNs, GANs, GNNs by data modality and constraints
Guidance for using Serena's LSP-powered symbol analysis. Use when you say "how do I find a symbol", "trace references for this method", "explore this file's structure", or when…
Use before substantial work in a spec-first project, and when users ask what spec-first workflow or command to run next.
Use when analyzing existing codebases to generate architecture documentation - coordinates subagent-driven exploration with mandatory workspace structure, validation gates, and…
Use when you have architecture documentation from system-archaeologist and need critical assessment, refactoring recommendations, or improvement prioritization - routes to…
Use when managing multi-document sets as wikis - manifest-driven architecture, reading paths, derivation discipline, terminology/claim consistency, change evolution, and…
UX Vern - Cool architecture, but can the user find the button? Empathy-driven design thinking.
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
Maps the V8 dir/folder structure, component locations, and local documentation. Use when locating specific subsystems, mapping src/ code to docs/ design files, or understanding…
Audits an implementation plan for requirements traceability, avoidable complexity, risky assumptions, and evidence gaps.
Design the complete free-to-premium value ladder for affiliate promotions. Triggers on: "value ladder", "customer journey", "upsell path", "ascension model", "free to paid…
Implement Vast.ai reference architecture for GPU compute workflows. Use when designing ML training pipelines, structuring GPU orchestration, or establishing architecture patterns…
Veeva Vault reference architecture for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva reference architecture".
Check Vellum Assistant architecture and package boundaries. Use when editing imports, moving code, adding endpoints, touching assistant/gateway/client/skill boundaries, or…
Answer questions about Vellum, the assistant's architecture, and its current configuration including which model and provider are active
Choose and implement Vercel architecture blueprints for different scales and use cases. Use when designing new Vercel projects, choosing between static, serverless, and edge…
Implement a Vercel reference architecture with layered project structure and best practices. Use when designing new Vercel projects, reviewing project structure, or establishing…
Assess whether the approach taken on a branch is the right way to solve the problem.
Verification by source code inspection of the Midnight Wallet SDK repositories. Searches and reads the actual wallet SDK source code to verify claims about wallet packages, the…
Verify readiness criterion C3.1 (Architecture Depth) in the current project. Reports fulfillment level 0–3.
Architecture review in hindsight — what to question, dependency analysis, abstraction assessment
Verify a proposed architecture diagram against the actual codebase, selectively checking existing vs new components.
Residential-proptech domain knowledge so architect / pm aren't naive when speccing real-estate products (listings, lead-crm, transaction-coordination, property-mgmt).
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 流水线第三步:技术骨架。以 idea.md + interaction.md 为输入,只产出 architecture.md(技术骨架 / 技术设计 / 数据模型 / 接口 / 架构), 从 interaction.md 的数据需求【派生】数据模型与接口,描述「系统能提供什么数据与能力」,并为每个接口/字段标注服务于…
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…
Use when recording VibePro verification or review evidence, writing Architecture/Spec artifacts, or resolving blocked gates when pr prepare reports needs_verification,…
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
Multi-agent orchestration for complex TypeScript/Next.js/Convex projects. Phased builds, functional verification, the full playbook for delegating to sub-agents without chaos.
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…
Astro content-first framework - islands architecture, content collections, file-based routing, SSR/SSG hybrid rendering, View Transitions, server islands, multi-framework…
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…