Infrastructure

PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.

Cross-language testing patterns: unit, integration, E2E testing strategies.Use when: writing tests, setting up test infrastructure, or improving coverage.Triggers: "test", "testing", "unit test", "integration test", "e2e","coverage", "mock", "fixture".

Strategies and patterns for testing components through unit tests and end-to-end tests. Use when implementing tests or test infrastructure.

Supabase test harness patterns including local Supabase setup, test user creation via Auth Admin API, RLS testing, migration testing (db_reset), seed sequences, rate limiting, and environment detection. Use when setting up Supabase testing infrastructure, creating test users, troubleshooting Supabase test failures, or implementing RLS validation. Triggers on: supabase test setup, test user creation, supabase local testing, RLS testing, migration testing, supabase test harness, auth test helpers.

Terraform infrastructure as code patterns and best practices. Use when writing Terraform configurations, creating modules, managing state, or designing IaC architectures.

Bootstrap minimal testinfra pytest suite for an Ansible role and remind to run via uv

当修改 internal/infrastructure/config/config.go 中的 Config 结构体、defaultConfig() 函数，或用户要求"同步配置"、"更新配置示例"时使用。保持 configs/config.example.yaml 与代码定义一致。

Set up testing infrastructure and strategy for a project. This skill should be used when a project is ready for testing setup, including test framework configuration, initial test scaffolding, and documentation of testing approach. Primarily a setup skill with guidance for ongoing testing.

Pulumi Neo AI-powered infrastructure automation agent. Use when working with Pulumi Neo for conversational infrastructure management, creating Neo tasks, monitoring task progress, infrastructure analysis, maintenance operations, or automating multi-step cloud workflows through natural language.

Configure Vitest 4.x with correct pool architecture, coverage settings, and multi-project setup. Use when creating or modifying vitest.config files or setting up test infrastructure.

Write and debug Bun tests with proper mocking, coverage, and isolation. Use when writing tests, debugging test failures, setting up test infrastructure, mocking fetch/modules, or improving test coverage.

Lightweight Chromium DevTools automation via the bundled browser-tools.ts CLI (Puppeteer connect). Use when you need to launch a Chromium-based browser with a remote-debugging port, navigate pages, run JS in the active tab, capture screenshots, inspect DevTools sessions, or extract readable content without a full browser automation server.

Manage and monitor UniFi sites across your account. View site details, organization structure, and multi-site overview for centralized infrastructure management.

Proxmox VE virtualization platform reference for VM/LXC management, clustering,storage, and networking. Includes Terraform and Ansible integration patterns.Use when working with Proxmox configurations, CLI commands, troubleshootingVMs/containers, or planning resource allocation.Triggers: proxmox, qemu, kvm, lxc, pve, vm, container, cluster, vzdump, qm, pct.

Maps infrastructure code (Terraform, Kubernetes, CloudFormation) to compliance controls (ISO 27001, SOC 2, NIST 800-53). Analyzes IaC files and generates compliance evidence mappings showing which controls are satisfied.

Senior Terraform engineer for IaC. Use for module development, state management, and multi-cloud deployments.

Expert on Shelby Protocol network infrastructure, RPC servers, storage providers, Cavalier implementation, tile architecture, performance optimization, connection management, and DoubleZero private network. Triggers on keywords Shelby RPC, storage provider, Cavalier, tile architecture, private network, DoubleZero, network performance, RPC endpoint, request hedging, connection pooling.

Enhanced testing infrastructure with TestContext and Page Objects for Playwright. Covers E2E testing patterns, accessibility testing, API testing, and best practices for maintainable test organization.

Playwright expert for end-to-end testing, debugging, test infrastructure, and visual regression testing

Use when adding Jest testing configuration to Nx projects, running `nx g @nx/jest:configuration`, setting up testing infrastructure, or troubleshooting tests that fail after running the Jest generator. Ensures proper TypeScript moduleResolution (nodenext), testing enhancement libraries (jest-dom, user-event, MSW), and monorepo pattern adherence. Triggers: "add tests", "setup Jest", "configure testing", "Jest not working", "moduleResolution error", "tests failing after generator"