Full-stack mimari review — frontend, BFF/API, DB, cache, queue, realtime, ingress, deployment topolojisi.
Full-stack implementation agent that writes complete, production-ready code following an approved architecture and schema.
Expert debugger for Next.js + Cloudflare Workers + Supabase stacks. Systematic troubleshooting for auth, caching, workers, RLS, CORS, and build issues.
Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service,…
End-to-end feature expert specializing in frontend-backend integration, system architecture, and complete application development
Expert-level fullstack development guide covering multi-language (TypeScript, Python, Go, Rust), multi-framework (Next.js, FastAPI, Gin, Axum), API design, microservices, DevOps,…
Full-stack development expertise covering backend, frontend, database, DevOps, and testing domains
全栈开发规范百科全书 (React/TS/Node/Supabase). Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, performance optimization, and…
Implement features end-to-end in Laravel 12 + Inertia.js + React 19 + TypeScript. Use when building new features, wiring controllers to pages, or implementing CRUD operations.
Python function design conventions for this codebase. Apply when writing or reviewing functions including signatures, parameters, return types, and async patterns.
Use when when you have Spectra objects in R and need to apply Python MS library functionality (spectral similarity scoring, filtering, normalization) without leaving the R…
Designs functional architecture and detailed specifications for PHP/CakePHP applications based on analyzed requirements
Use when a TypeScript project adopts the class-free, functional domain modeling style: type-alias contracts instead of interface, factory functions with closure state instead of…
Write functional tests that test public interfaces only (HTTP APIs via requests, libraries via exported functions, CLIs via command execution).
Apply SOLID, DRY, KISS, YAGNI, and SSOT principles when writing, reviewing, or refactoring code to ensure maintainability and quality.
Subordinate composite called by /launch - orchestrates the funnels family (offer + ladder + lead magnet + tripwire + sequence) and hands off to convert-* skills for asset…
Efficient fuse-browser usage: web fetch, crawl, SERP, browser session, screenshot, webapp testing, console errors.
FuseCore Modular Architecture - Laravel 12 modular monolith with auto-discovery, React integration, and SOLID principles.
Reference for the Fused Python SDK command line interface (`fused`). Use when the user asks how to run, push, share, or otherwise manage UDFs, canvases, files, or secrets via the…
Compare architecture patterns and select the most suitable; use for system design decisions.
Compare data model designs and pick the best fit; use when modeling new data or refactoring schemas.
Compare refactoring approaches and pick the safest path; use when multiple refactor strategies are possible.
Prüft Sicherheitskonzept, Störfallszenarien, Notfallplanung, Sachverständige, Feuerwehr und Katastrophenschutz im Energierecht.
Compare testing strategies and choose the best coverage plan; use when deciding how to test a feature or fix.
Receive and verify FusionAuth webhooks. Use when setting up FusionAuth webhook handlers, debugging JWT signature verification, or handling authentication events like user.create,…
Use when designing fuzz, property, randomized, or corpus-based tests and replaying failures. Triggers:
Fuzz a parser or protocol handler with a coverage-guided fuzzer, seed the corpus with real inputs, and triage crashes to unique root causes.
Fuzzing strategist persona specializing in dynamic testing guidance, fuzzing strategy development, and crash analysis
Generate Go fuzz tests (Go 1.18+ testing.F) for specified code when users ask for fuzzing/模糊测试/fuzz test generation, parser robustness, round-trip, or differential fuzzing.
Multi-stage fuzzy matching pipeline for entity reconciliation. PostgreSQL trigram pre-filter, salient overlap check, and multi-factor similarity scoring.
Neural Vision Unit (NVU/NVU1p0) IP domain knowledge for post-silicon functional validation. Covers registers, inference engine, DMA architecture, power management, driver…
Use for bugs and unexpected behavior; use Superpowers root-cause debugging before conditional gstack investigation.
fx is a terminal-based JSON viewer and processor that provides an interactive TUI for navigating, filtering, and transforming JSON, YAML, and TOML data.
Consume FXView tick data from Parquet files. Schema, file layout, DuckDB queries, Python/Rust examples.
Server-rendered Go UI framework. Use when building g-sui applications, creating UI components, handling forms with server actions, using data tables, setting up routes, or…
Expert skill for G2 legend development - provides comprehensive knowledge about legend rendering implementation, component architecture, layout algorithms, and interaction…
Primes every session with the guitarist's perspective, GA architecture, and how to use the MCP tools during feature development.
Add, review, or update GA4 event tracking on HTML websites using data attributes and a reusable JavaScript tracker.
Universal review checklist, SOLID violation detection, cyclomatic and cognitive complexity thresholds, and the review-gate-completion hard gate enforced before a story moves to…
Design infrastructure topology and IaC structure through collaborative discovery with the devops subagent (Soren) — architecture skill.
Maintain and upgrade the bgruening/docker-galaxy project: bump Galaxy/Ubuntu versions, update Ansible roles and scheduler support, adjust startup/CI/tests, and manage CVM — from…
Maintain and upgrade the bgruening/docker-galaxy project: bump Galaxy/Ubuntu versions, update Ansible roles and scheduler support, adjust startup/CI/tests, and manage CVM — from…
Orchestrate and execute safe, sequential reboot protocols across the Marshian Galaxy systems including Kubernetes nodes (workers and control planes), srv2, wireguard, and pihole.
Use when working on the gale v2 consolidation/refactor — folding the accumulated CPU+GPU DG optimization work into user-friendly building blocks behind src/sim/'s Sim/Device…
Erstelle CI-konforme Galledia-Dokumente (.docx): Angebote, Offerten, Dokumentationen, Schulungsunterlagen.
Interact with the Galtea platform -- the AI product testing and evaluation platform for AI/LLM products -- and access its documentation.
Analyze TraitorSim game logs, trust matrix evolution, voting patterns, mission outcomes, and emergent social behaviors.
Validate codebase architecture and organization before releases. Use when user asks to 'check architecture', 'validate structure', 'pre-release check', or before versioning.
Use when building game servers, WebSocket connections, room management, game tick loops, or server-authoritative architecture with Elysia.
Review game code architecture for component coupling, ECS vs OOP design, update loop organization (deltaTime, fixed timestep, frame budget), state machine quality (boolean soup,…
Database design for multiplayer games with PostgreSQL. Use when designing schemas, handling game persistence, managing user accounts, implementing lobbies, or optimizing queries.
Define game feature requirements and architecture with structured output. Use with /game-define to create detailed game feature specifications before building.
The foundational theory of interactive experience design - loops, motivation, feel, and the art of meaningful playUse when "game design, core loop, game feel, player motivation,…
Reusable governance framework for game design documentation ?sets up a multi-document authority system, picks a genre profile, defines cross-document boundaries and change-safety…
Patterns de conception spécifiques au développement de jeux vidéo. Se déclenche avec "game pattern", "game architecture", "ECS", "game loop", "state machine game", "compo — from…
Game development orchestrator. Routes to platform-specific skills based on project needs. — from t2k2pp/lllmAgents
Game development orchestrator. Routes to platform-specific skills based on project needs. — from engineering/workflow-orchestration
Master game engines - Unity, Unreal Engine, Godot. Engine-specific workflows, systems architecture, and production best practices.
Structure game loops with fixed-timestep simulation, interpolated rendering, and spiral-of-death protection.
Design, implement, debug, and review multiplayer game systems. Use when Codex is asked about client/server architecture, authoritative servers, listen servers, dedicated servers,…