Results for “architecture”

Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment containers and documenting system deployment architecture.

Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.

Designs and implements a Google Cloud solution for live, bidirectional multimodal streaming workloads with AI agents, covering requirements discovery, architecture design, and deployment planning.

Design multiplayer systems including networking architecture, matchmaking, social features, anti-cheat, and multiplayer game modes. Use when adding online or local multiplayer to a game. Also trigger for "multiplayer", "online play", "co-op design", "PvP design", "matchmaking", "netcode", or "multiplayer architecture".

Drive IT strategy, digital transformation, vendor management, architecture decisions, and technology governance.

Serverless is a billing-and-scaling model, not a badge of modernity.

Logic-based agent programming language implementing BDI architecture for practical autonomous agent development

Generate Excalidraw diagrams from natural language descriptions, supporting flowcharts, relationship diagrams, mind maps, architecture diagrams, and more. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.

Generates hand-drawn-style Excalidraw architecture diagrams from a codebase, including C4 context and container views, sequence diagrams for key flows, ER diagrams from database schemas, and module dependency graphs.

Expert design system architect specializing in design tokens, component libraries, theming infrastructure, and scalable design operations. Masters token architecture, multi-brand systems, and design-development collaboration. Use PROACTIVELY when building design systems, creating token architectures, implementing theming, or establishing component libraries.

Generate technical architecture diagrams, pipeline flows, layer/stack diagrams, and system illustrations as standalone HTML files. Uses a dark-mode design system with embedded CSS and inline SVG. Use when the user needs architecture diagrams, system illustrations, flow charts, or technical visualizations.

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.

Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.

Write and maintain Architecture Decision Records (ADRs) — when to write one, the standard format, status lifecycle, how to link related decisions, and how to surface ADRs in a codebase. Use when asked to "write an ADR", "document this decision", "architecture decision record", "why did we choose X over Y", or "we need a record of this choice". Do NOT use for: general documentation writing — ADRs are specifically for significant architecture decisions.

Runs an evidence-first, read-only workflow over large codebases via an external JSONL REPL server, retrieving only minimal file slices and greps to produce cited architecture and audit reports.

Builds a strategic SEO plan for new or existing websites, covering competitive analysis, site architecture, content strategy, technical foundation, and a phased implementation roadmap with industry-specific templates.

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

Reviews code, diffs, or PRs for correctness, regressions, security, architecture, maintainability, and test gaps.

Selects scoped architecture, backend, frontend, security, data, DevOps, QA, docs, performance, or product roles.

"Multi-cloud" is a loose word that hides four distinct architectures with

DAO Architect IA — Expert en architecture DAO (governance, proposals, voting mechanisms, treasury management)

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Performs a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with prioritized remediation actions.

Author slide decks in Markdown using Marp, with native support for Mermaid diagrams and embedded HTML (compatible with the architecture/infocard/infographic skills). Export to PowerPoint (.pptx), PDF, and HTML via marp-cli. Best for engineering presentations, architecture reviews, and recurring decks regenerated from data.

Provides foundational patterns for building type-safe frontend applications with Elm, covering The Elm Architecture, core language features, and Elm's approach to functional web development.

ScepticAgent internal architecture reference. Use whenever the user asks how the extension works, wants to add a new AI provider, add a new highlight category, debug communication between components, understand the agent loop or streaming, or work with provider routing and the Gemini CORS proxy.

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

The single highest-leverage decision is recognizing that most of what teams call

BDI (Beliefs-Desires-Intentions) agency framework for designing autonomous agents with mental state architectures

Integration of BDI agent architecture with soft systems methodology for complex organizational problem-solving

Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable stylesheet architecture

Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable stylesheet architecture

Builds and validates Russian Obsidian repository wikis, architecture docs, and code/docs/ADR drift reports.

Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.

An ADR records one decision at the moment it is made, with the information that