Use when a source file needs a corresponding test pair file created (generates skeleton test structure).
Cria testes com Pest PHP incluindo Feature, Unit, HTTP e Datasets. Use quando precisar escrever testes, criar test suites, ou implementar TDD em projetos Laravel com Pest.
End-to-end testing patterns with Playwright — page objects, AI agent testing, visual regression, accessibility testing with axe-core, and CI integration.
Integration and contract testing patterns — API endpoint tests, component integration, database testing, Pact contract verification, property-based testing, and Zod schema…
LLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agentic test patterns (generator, healer, planner).
Performance and load testing patterns — k6 load tests, Locust stress tests, pytest execution optimization (xdist parallel, plugins), test type classification, and performance…
Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking…
MUI theming system — createTheme, palette, typography, dark mode, component overrides, TypeScript augmentation, and design tokens
Enterprise architecture patterns following TOGAF ADM methodology. Implements capability-driven design, federated architecture, and technology-agnostic specifications.
Target Operating Model (TOM) Architect for enterprise transformation across any platform. TRIGGER when: user asks to design a Target Operating Model, TOM, operating model,…
Total Quality Management program development skill with culture assessment and deployment planning
AI-powered analysis of tumor clonal architecture, subclonal dynamics, and evolutionary trajectories from multi-region sequencing and longitudinal liquid biopsy data.
AI-powered intratumor heterogeneity analysis for clonal architecture reconstruction, subclonal evolution tracking, and therapy resistance prediction using multi-region and…
Refresh local-elections (общински избори) data — download ЦИК's csv.zip bundles + per-município HTML pages and rebuild data//.
(project) Use when refreshing install tasks in playbooks/roles/ against upstream docs — bumping a pinned version, adopting a newly recommended install method, repointing a doc…
Use when refactoring code for simplicity, removing duplication, or applying KISS/DRY/SOLID/YAGNI. Triggers on "refactor", "clean up code", "apply DRY".
Comprehensive skill for VA BDD (Vanessa Automation) testing of 1C:Enterprise configurations. Covers the complete workflow: configuration analysis, VA documentation lookup, test…
Creates and maintains a scripted, reproducible terminal-demo GIF for a CLI repo using a Charm VHS tape rendered headless via Docker.
Vertical Slice Architecture (VSA) 向け UI 強化スキル。 Phase 1（spec-kit + カタログ）で生成されたプレーンな .razor ファイルを、 Phase 2 で MudBlazor ベースのリッチな UI に変換する。 アーキテクチャには一切手を触れず、UI だけを強化する。
Business war game orchestration skill for competitive response simulation and strategic testing
Xử lý từng GROUP một cách có hệ thống trong Whole Knowledge Architecture. Hỗ trợ expand, refine, và enrich nội dung từng nhóm khái niệm.
Explore and understand an existing codebase. Use when the user wants to understand the code, explore a project, discover an architecture, or before modifying existing code.
WordPress site migration and deployment using wp-migrate.sh. Use when migrating WordPress sites, syncing databases, managing backups, testing migrations, debugging migration…
Use when the user asks to write a technical doc, runs /writing:write-doc, or mentions drafting an architecture overview (AO), feature design, runbook, getting-started guide,…
Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA, 제로 스크립트 QA.
Stateful, phased test-rollout orchestrator for existing products. Writes context/foundation/test-plan.md, then drives each rollout phase through /10x-new → /10x-research →…
Generate optimized Vercel Edge Functions with geolocation, authentication, and data transformation — from engineering/cloud-platforms
Design rigorous A/B/n experiments — hypothesis, power analysis, MDE, randomisation unit, guardrails, decision criteria — and route to stats-reviewer for peer-review.
Drop in a 3-paragraph "what is this?" page for new users, per frontend framework; optionally collapses into the architecture page when both standards are enabled
Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this test significant — promote or kill?"; produces a…
주제·청중·목적에 맞춘 편집 가능한 PowerPoint(.pptx)를 결론과 다음 행동이 먼저 보이도록 만듭니다. 필요한 조사 → 스토리라인 → python-pptx 제작 → 렌더 검증 순으로 실행하며 고정 템플릿 없이 내용에 맞게 구성합니다.
Create a new Architecture Decision Record in .context/decisions/. Use when documenting an architectural decision.
Build a capability end-to-end — backend vertical slice (Contracts→handler→validator→endpoint) AND the React page wired to it.
SAM-style feature initiation workflow: discovery -> codebase analysis -> architecture spec -> task decomposition -> validation -> context manifest.
Adds support for a new MoE language model to PithTrain. Use when the user asks to "add support for model X", "implement model Y in pithtrain", "port model Z", or otherwise…
Add documentation for a new AI provider — usage docs, env vars, Docker config, image resources.
Scaffold a test for a react-native-css feature following the project's testing conventions.
Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank.
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
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…
Configures best-practice alerting policies for Google Cloud Vertex AI / Agent Platform agents on Agent Runtime.
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.
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth control, ASCII diagrams, and execution traces.
Saves persistent technical discoveries (debugging insights, non-obvious behaviors, workarounds, integration gotchas) and searches them across sessions.
특정 고객·산업을 위한 실제 동작하는 AI·App Platform 운영 데모를 단일 HTML SaaS 앱으로 생성합니다. Golden Runtime과 고정 GitHub Primer Dark Dimmed 계열 soft-dark 디자인을 재사용하고 고객 주요사업 5개 메뉴와 GitHub Ecosystem·Microsoft…
Standalone post-generation QA pass that lints any frontend output (HTML/JSX/Vue/Svelte/CSS) against the named anti-pattern catalogue and proposes specific rewrites with severity…
Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md.