arch-layered
Use when discussing layered architecture (n-tier) — phrases like "layered architecture", "n-tier", "presentation / business / persistence layers", "should we…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-03 00:11
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Use when discussing layered architecture (n-tier) — phrases like "layered architecture", "n-tier", "presentation / business / persistence layers", "should we…
Use when designing or reviewing a microservices architecture — phrases like "microservices", "should we split this service", "service boundaries", "bounded…
Use when migrating a legacy system incrementally — phrases like "strangler fig", "strangler pattern", "incremental migration", "monolith to microservices",…
Guide for creating Nushell plugins in Rust using nu_plugin and nu_protocol crates. Use when users want to build custom Nushell commands, extend Nushell with…
Render a Jetpack Compose or Compose Multiplatform @Preview to PNG in one call (MCP render_preview, or the compose-preview CLI) and look at it. Use whenever…
Use when you need to check, verify, validate or understand code or structure of a file (often code related files or markdown) - automatically detects file…
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical…
Run Claude Code programmatically without interactive UI. Triggers on: headless, CLI automation, --print, output-format, stream-json, CI/CD, scripting.
Create Git branches or worktrees for research code and paper versions. Use for experiments, baselines, rebuttal fixes, arXiv/camera-ready branches, and…
WebGL 1.0/2.0 shader restrictions, variant stripping, loop/indexing rules, and browser deployment workarounds for Unity
Adversarially audit staged, unstaged, and untracked changes before a commit or PR, and fix clear low-risk issues. Use for local diff reviews, quality audits,…
Use when the user wants to improve architecture, consolidate tightly-coupled modules, or make a codebase more testable.
NestJS backend framework - modules, controllers, services, DI, guards, pipes, interceptors, exception filters, middleware, DTOs with class-validator
Use when working on an AI GO Custom App (ai-go.app): developing the frontend (React + TypeScript) or a Server-Side Action (Python), deployment and verification, planning a new App from scratch (requirements inventory, Custom App/Hosted App...
4-source flight aggregation — tickets, nonstop, round-trip, cabin. Flight tickets/zero login/zero API, zero login, zero account, zero API key. Pure Python, no browser.…
Compare files and text, with support for unified diff, side-by-side view, and patch generation.
Julia: multiple dispatch, type system, metaprogramming, Pkg, scientific computing, GPU CUDA.jl
Replace Google Maps Platform with AMap Map — free public API keys included for global developers. Covers geocoding, directions, places, distance matrix and 14…
Use when working with stacked branches, managing dependent PRs/CRs, or uncertain about git-spice commands (stack vs upstack vs downstack) - provides command…
Generates commit messages and PR descriptions following Conventional Commits. Use when committing code, writing PR titles, reviewing git history, or when asked…
Writing, refactoring, or reviewing code for maintainability or design — keeping what you change readable, cohesive, and cheap to change next time. Triggers on…
Analyze all github issues. Use when the user says 'triage the github issues' or 'analyze open github issues'.
Offload one build through RCH or diagnose its remote compiler. Use when: remote compilation is selected; report errors without creating a retry controller.
Diagnose one bug by reproducing it, testing hypotheses, locating the root cause, and returning an evidence-backed diagnosis report. Use when the user wants…