ML conference paper formatting for NeurIPS, ICML, ICLR, and AAAI — official style-file usage, anonymization and camera-ready toggles, page-limit accounting, natbib citations, standard paper skeleton, reproducibility checklists, appendix and supplementary rules, desk-reject checks. Use when writing, formatting, or…
Domain-Driven Design — strategic-first (bounded contexts, context mapping) with aggregates, value objects, domain events, repositories. Event sourcing out of scope. Use when shaping a domain model or designing aggregate boundaries.
Hexagonal architecture (ports & adapters) — dependencies point inward; domain declares ports, adapters implement them; domain never imports framework/DB/HTTP. Dependency graph is prescribed, folder layout is not. Use when designing service structure, placing interfaces, or evaluating seam cleanliness.
Framework-specific delta on rest-api-architect — FastAPI 0.136 on Python 3.14. Feature layout, Pydantic v2 request/response separation, async DI with lifespan, URL-prefix versioning, RFC 7807 errors, in-house OAuth2+JWT or external IdP. Read rest-api-architect first for the cross-cutting REST conventions. Use when…
Framework-specific delta on rest-api-architect — Gin 1.12 on Go 1.26. Feature layout, struct-tag validation, RFC 7807 errors, in-house JWT or external IdP, route groups for URL-prefix versioning, OpenAPI. Read rest-api-architect first for the cross-cutting REST conventions. Use when scaffolding or reviewing a Gin…
Hugo 0.161 static-site architectural standards — project layout, front matter conventions, template hierarchy, Hugo Modules over submodules, Page Bundles, asset pipeline via Hugo Pipes, i18n, render hooks, deployment targets. Extended edition required. Use when scaffolding, reviewing, or auditing a Hugo site or theme.
Framework-specific delta on rest-api-architect — Go stdlib net/http (Go 1.22+ ServeMux, no router) on Go 1.26. Feature layout, struct-tag validation, RFC 7807 errors, JWT or IdP auth, graceful shutdown, OpenAPI via kin-openapi. Read rest-api-architect first for the cross-cutting REST conventions. Use when scaffolding…
Next.js 16 standards — App Router only, server components by default with explicit "use client" boundaries, server actions for mutations, streaming Suspense, edge vs node runtime, Image/Font/Metadata APIs. Pairs with react-architect. Use when scaffolding or reviewing a Next.js app or auditing server/client boundaries.
React 19 standards — TypeScript strict, feature-based components, hooks-first composition, TanStack Query for server state, zustand for cross-tree client state, Suspense + ErrorBoundary at every async boundary, Radix for a11y. Use when writing or reviewing React components, hooks, or client-side state.
Targets reveal.js 6.0.1 (vanilla) with an extension for @revealjs/react 0.2.1. Produces actual reveal.js source (HTML/JS deck scaffold or Markdown-mode slides) — never a slide-spec document; for that, see demo-presentation-architect (unrelated output format, not a dependency). Full project skeletons in RECIPES.md…
UI/UX standards — WCAG 2.2 AA, Radix + Tailwind 4 + shadcn/ui, design-token theming, mandatory loading/error/empty/success states on every async surface, mobile-first responsive, keyboard parity, contrast checked in CI. Use when designing UI components, building a design system, or auditing accessibility.
Walk the user through designing a website concept before any code — purpose, audience, content inventory, tone, visual archetype, structure — and output 2-3 distinct concept directions plus an ASCII homepage wireframe. Use when planning a new personal site, portfolio, or marketing page upstream of implementation.…
Application-side observability — structured logs, Prometheus metrics, OTel traces, signal correlation, head sampling, PII discipline, RED+USE. Use when instrumenting code, naming metrics, or auditing what a service emits.
LaTeX document standards on TeX Live 2026 — latexmk-only builds, preamble and package-order discipline, biblatex + biber bibliographies, semantic cross-references (cleveref, siunitx, booktabs), float and math conventions, chktex/latexindent gates. Use when writing, building, structuring, or reviewing LaTeX documents…
Ultra-compressed communication mode — drops filler, articles, pleasantries while keeping technical accuracy. Use when user says "caveman mode", "talk like caveman", "less tokens", "be brief", or invokes /caveman.
Operator's guide for the rsk CLI — manage ralvaskills via the .rsk/ project manifest (rsk new, rsk install, rsk pin) or via bundle installs, plus global installs and the official Anthropic cache. Use when the user mentions rsk, asks how to install/pin/update skills, wants to add a skill to a project, or wants to set…