ADR(Architecture Decision Record) 작성 스킬. 두 개 이상의 기술 선택지를 비교하고 추천안과 그 근거, 숨겨진 비용, 확장성, 2년 뒤 기술 부채까지 입체적으로 평가한다. 비개발자도 이해할 수 있도록 한국어 위주 설명 + 추천안 강조.
Verify a component on AEM after deployment — walk dialog fields, create a test page with the component configured, and save verification docs.
Maquina autonoma de construcao. Feature, refactor, UI, issue, integracao, otimizacao — recebe objetivo, entrega PR pronto.
Maquina autonoma de correcao. Bugs, erros TypeScript, tech debt — auto-detecta modo, diagnostica, corrige, verifica em loop convergente. Produz PR com fix verificado.
Ciclo autonomo Test-Fix-Retest. Roda suite completa, documenta achados, corrige em sprints, re-testa ate convergencia. Max 3 ciclos.
Corrige erros TypeScript com auto-routing. Scan (diagnosticar), Fix (batch incremental), Sweep (varredura com ratchet). Substitui workflow manual de typecheck.
Gera testes Playwright production-grade a partir de fluxos reais observados via MCP. Explora o app pelo browser, documenta cada passo, gera codigo TypeScript, valida executando.
Gera e mantém infraestrutura de desenvolvimento e CI/CD: Dockerfile, docker-compose, pipeline, env vars. Dev novo roda em 10 min.
Reestruturacao sem mudanca de comportamento. Extrair modulo, renomear em cascata, reorganizar. Cada passo com commit. Use when refactoring code structure.
Roda suite E2E completa com validacao de infraestrutura. Pre-flight (dev server, env vars, smoke), execucao em batches de 10-20 testes, auto-fix de falhas (seletores, mocks,…
PDCA Orchestrator — executa Quality Acceptance Testing com ciclo Plan-Do-Check-Act. Carrega baselines e knowledge, executa cenarios 4 camadas (L1-L4), classifica falhas em 6…
Create governed Hermes agents as auditable enterprise operating units with manifest, capability stack, memory seed, deployment plan, verification contract, registry entry, and…
Bootstrap an AWS EKS cluster optimized for Agentic AI workloads — Karpenter v1.2+ GPU node pools, EKS Auto Mode, Kubernetes 1.32+ with DRA 1.35 GA, VPC CNI, GPU Operator, and…
Use when designing or improving AI engineering workflows after the stack direction is already mostly known.
Writes production code that satisfies stack-context standards on the first pass: interface-first design, backward-compatibility checks, lightweight self-review.
Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md.
Code quality guidelines and best practices for writing clean, maintainable code. Covers naming, structure, error handling, testing, and code review standards.
Analyze project and generate Docker configuration: Dockerfile (multi-stage dev/prod), compose.yml, compose.override.yml (dev), compose.production.yml (hardened), and…
QA workflow for testing a feature or task implementation. Analyzes changes, produces test plans, and describes concrete test scenarios.
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment.
Analyze a codebase to generate a comprehensive architecture and structure report. Use when user wants to understand a codebase, explore project structure, or generate analysis.
Analyze code review pipeline performance for a specific PR. Use when investigating slow PRs, identifying bottlenecks, or debugging performance issues in code reviews.
Review Android Kotlin code for architecture, performance, correctness, and best practices
Use when writing, reviewing, refactoring, or discussing Angular code. Applies the Angular Style Guide for naming, project structure, dependency injection, templates, and component…
Recherche dans la documentation officielle Anime.js pour créer des animations JavaScript. Utiliser quand l'utilisateur a besoin d'aide avec anime.js pour des animations,…
Author Test Cases (TCs) and the traceability matrix linking UN→PR→SR→TC. Verify every SR clause has at least one TC.
Systematic development workflow: Analyze → Plan → Execute → eLicit → eXamine. Use for ANY development task: features, bug fixes, refactoring, hotfixes.
Create a new Laravel API controller following this project's patterns. Use when creating new API endpoints, CRUD controllers, or backoffice controllers.
Diff an OpenAPI spec across commits and classify each change as major/minor/patch per SemVer-for-APIs
Audits any API documentation site by crawling every endpoint page and scoring each one across 5 checks: description quality, OpenAPI spec presence, body param descriptions,…
apple-craft long-running implementation harness — builds new apps/features from scratch or runs large-scale Apple development work that reshapes the whole app, via a…
Multi-agent audit for Next.js + React + Supabase apps. Ten specialist auditors run in parallel, findings get validated, and a ranked evidence-backed report is written to…
Checks an iOS/iPadOS/macOS app project against Apple's App Store Review Guidelines before submission.
Drive an Arc42 + 12-Factor questionnaire to baseline architecture and operability decisions before /spec:design.
Create, extract, or convert an ADR (architectural decision record) using the ADR template. Use when creating new ADRs, extracting an ADR from existing documentation, converting a…
Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and…
Use when: comparing two or more candidate architectures, designs, or technical approaches against weighted quality attributes: performance, consistency and correctness,…
Generate a static architecture page that reads ADRs, Mermaid diagrams, CHANGELOG, SBOM, tech-debt log into one navigable UI; per frontend stack
Use when: reviewing, designing, implementing, or testing safe archive extraction for ZIP, TAR, tar.gz, tgz, package importers, backup restore, plugin/theme upload, artifact…
A/B testing strategy for iOS Product Page Optimization (PPO) and Android Store Listing Experiments. Hypothesis design, variant creation, statistical significance guidance.
Unified code search via ast-grep (AST structural) + ripgrep (text). TRIGGER when: searching code patterns, finding function calls, AST pattern matching, text keyword search,…
Queues, workers, retries, and safe asynchronous execution models. Use when: async processing, message queue design, worker design, retry strategy, job queue, background…
Detect and regenerate all stale feature templates in one pass. Use after refactors or before releases. Triggers on: regenerate all, update stale, maintain help, refresh templates.
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and…
AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct,…
Deep-dive AWS architecture review, debugging, and service design. Use for structured investigations of AWS-specific issues, cost or IAM audits, and multi-service design reviews.
Generate AWS WAF configurations with managed rule groups, custom rules, rate limiting, and bot control.
Generate Azure environment monthly report (Markdown + PowerPoint) from Azure Advisor and Cost Management API.
Performs an Azure security posture review against the CIS Microsoft Azure Foundations Benchmark v2.1.0.
Deep-dive Azure architecture review, debugging, and service design. Use for structured investigations of Azure-specific issues, identity or cost audits, and multi-service design…
Flow control and system stability under load through backpressure mechanisms. Use when: backpressure, flow control, system stability under load, producer consumer, channel buffer,…
Create publication-quality, aesthetically refined charts in Python/Jupyter (matplotlib/seaborn): readable axes, tight whitespace, and curated palettes…
Run before modifying a function — impact + test-map + explain in one pass, presented as a modification checklist.
Activates Standard of Excellence enforcement for the current session. Load before starting any task to apply completion standards: finish the whole thing, fix the root cause, ship…
Use when: designing, implementing, reviewing, or debugging Boost.Asio, asio, async I/O, boost::asio::awaitable, co_spawn, io_context, executor, strand, cancellation, timer,…
Use when: designing, implementing, reviewing, or debugging Boost.Beast, beast::http, websocket, HTTP/1.1, parser, serializer, flat_buffer, tcp_stream, ssl_stream, async_read,…
Get a second opinion from leading AI models on code, architecture, strategy, prompting, or anything. Queries models via OpenRouter, Gemini, or OpenAI APIs.
Browser automation using Playwright MCP, CDP, and direct WebSocket CDP for web testing, UI verification, and form automation.
Build an arXiv submission zip from LaTeX source — copies tex, bib, sty, figures into a flat archive, fixes paths, verifies compilation via Docker + TeX Live.
Build the unity-mcp-cli TypeScript CLI tool and link it globally for terminal use.