Summarize BEACH numerical methods, physical assumptions, algorithms, architecture, and model limitations for papers, reports, README, or presentations.
Look up current Bevy engine APIs, crates, examples, and patterns. Use for any Bevy-related question, including API lookup, feature design, architecture, and implementation…
Use when you have paired spectrum-compound reference data and need to simultaneously retrieve candidate compounds rapidly (bi-encoder) while also refining relevance scores through…
ADK Bidi-streaming expert with comprehensive knowledge of streaming architecture, implementation patterns, and production best practices
Use when first encountering an unknown binary, ELF file, executable, or firmware blob. Fast fingerprinting via rabin2 - architecture detection (ARM, x86, MIPS), ABI ident — from…
Resolves rsIDs, navigates RsMergeArch/SNPHistory merge chains, and converts between rsID, SPDI, HGVS, and VCF representations using the dbSNP Build 156 JSON architecture.
Pretrain a fresh KERMT model from scratch on a user-provided corpus. Builds a new vocabulary from the corpus, instantiates the model architecture from defaults, and launches…
Apply Eskil Steenberg's black box architecture principles to build modular, maintainable software. Automatically refactors code into replaceable components, designs system…
Blazor component architecture, Razor component patterns, Radzen UI library, and Blazor-specific UX patterns.
Comprehensive Blazor development expertise covering Blazor Server, WebAssembly, and Hybrid apps. Use when building Blazor components, implementing state management, handling…
Expert in Web3 development, smart contracts (Solidity/Rust), and decentralized application (dApp) architecture.
Design and implement blockchain integrations across chains and frameworks with emphasis on patterns over specific technologies.
Use after writing implementation plans, architecture documents, or design specs, before implementation begins. Required for validating strategic and technical soundness.
Produce the architecture: a lean spine of invariants that keeps everything built from it consistent, projected into whatever format the work needs.
Course correction navigator for mid-sprint scope changes. Loads sprint state from the issue tracker, runs a structured impact assessment (affected epics, stories to…
Guided ADR creation workflow. Structures an Architecture Decision Record through evidence-based investigation: context analysis, options discovery, trade-off evaluation, and…
Collaborative architecture solution design for AI agent implementation consistency. Guides through system context analysis, technology decisions, pattern selection, conflict…
Installe BMAD-METHOD dans le projet courant. Réservé aux gros projets nécessitant un cycle complet analyse→plan→architecture→implémentation.
Business Model and Architecture Design methodology for aligning technical architecture with business model sustainability and scalability
Interactive callable tool that creates BMAD planning documents (requirements, architecture, epics) in main repository on contrib branch.
Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project''s existing architecture, patterns and…
PoEAA (Martin Fowler) — Full rules — comprehensive mandatory coding standards. Use when asked to apply PoEAA principles or review code against PoEAA standards.
PoEAA (Martin Fowler) — Condensed rules — key principles distilled. Use when asked to apply PoEAA principles or review code against PoEAA standards.
PoEAA (Martin Fowler) — Minimal rules — essential one-liners only. Use when asked to apply PoEAA principles or review code against PoEAA standards.
Use this for data modeling, schema boundaries, migrations, warehouses, analytics pipelines, ownership of entities, retention, and correctness tradeoffs in data-intensive systems.
Use this for software architecture, module boundaries, system design, integration design, layering decisions, structural refactors, and long-term maintainability tradeoffs.
Strict context and architecture rules for building WhatsApp Flows and Botmaker Data Exchange endpoints.
Enforces layer gravity rules, import hygiene, and shim/backward-compatibility discipline across the L0..L6 architecture.
Map bounded contexts for a TypeScript DDD project — identify context boundaries, define ubiquitous language, map relationships (ACL, Partnership, Shared Kernel, etc.), and surface…
Ensure architecture docs define bounded contexts, ownership, and a consistent ubiquitous language to prevent domain drift and coupling.
Guidance for using Claude Code component architecture and choosing between agents, skills, commands, and hooks.
Skill untuk mewawancarai user dan menghasilkan schema.md (Model Data / Database). Gunakan setelah architecture.md selesai.
Turn ideas into fully formed designs and specifications through structured collaborative dialogue. Use BEFORE any creative or implementation work — when exploring feature ideas,…
Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document. — from engineering/architecture
Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document. — from majiayu000/claude-skill-registry
Master skill for Breath of Now development. Provides comprehensive project context, architecture guidelines, and development workflows.
Implement Bright Data reference architecture with best-practice project layout. Use when designing new Bright Data integrations, reviewing project structure, or establishing…
Use when implementing or modifying game service broadcasting logic, after adding broadcast targets in views, or during architecture review.
Runs full-spectrum design and architecture overhauls for Next.js apps, including strategy reset, blueprint selection, and scoped migration planning.
Design human-first agentic applications using Jobs To Be Done methodology. Use when the user says "brooks" or "jtbd brooks".
Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books.
Full-sweep mode: runs a unified analysis across all quality dimensions — code decay, architecture, tech debt, and test quality — then applies fixes directly to the codebase.
Enforces architecture boundaries defined in PLAN.md. Use when a PR crosses module/service boundaries, when the dev asks "are we following the architecture?", or as a scheduled…
Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions.
Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions.
Owns the HTML5/itch.io game shell: fixed-timestep loop, scene stack, input, audio unlock, asset preload, versioned saves, letterbox scaling, and Vite/PWA build.
Bubble Tea is a powerful Go framework for building terminal user interfaces based on The Elm Architecture.
Build terminal user interfaces with Go and Bubbletea framework. Use for creating TUI apps with the Elm architecture, dual-pane layouts, accordion modes, mouse/keyboard handling,…
Automates Bubble Tea TUI design by analyzing requirements, mapping to appropriate components from the Charmbracelet ecosystem, generating component architecture, and creating…
Advanced diagnostic workflow for bug-fixer agent with mandatory Context7 MCP consultations, Chrome DevTools MCP integration, and systematic root cause analysis across all Clean…
AI multi-path reasoning coherence using bee democracy — independent evaluation of competing approaches, waggle dance as reasoning-out-loud, quorum sensing for confidence…
Use LlamaAgents to define async Python workflow steps, coordinate document-centric agent pipelines, and expose those workflows as services, clients, or deployable agent apps.
Build or extend a playable isometric action RPG in Three.js, React, or similar web technology. Use for game-loop architecture, camera and movement, zones, combat integration,…
Build Algorand smart contracts using Algorand TypeScript (PuyaTs) or Algorand Python (PuyaPy). Use when creating new smart contracts from scratch, adding features or methods to…
Expert at creating and modifying Claude Code agents (subagents). Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize agents, or — from…
Expert at creating and modifying Claude Code agents (subagents). Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize agents, or — from…
Core concepts for goal-driven agents - architecture, node types, tool discovery, and workflow overview.
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…