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QuickStack AI Coding Instructions

QuickStack is a self-hosted PaaS built with Next.js 14 (App Router) that manages Kubernetes (k3s) deployments. It uses a custom server (src/server.ts) that wraps Next.js to handle WebSockets for terminal streaming and pod logs.

Architecture Overview

Three-Layer Structure

  • src/app/ - Next.js App Router pages and Server Actions (all pages use 'use server')
  • src/server/ - Backend services that interact with Kubernetes and database
  • src/shared/ - Shared models, utils, and Zod schemas (used by both frontend and server)

See .agents/skills/backend-services/SKILL.md for service patterns, adapters, server actions, authorization, database/Prisma, k8s naming, and caching details.

Frontend Patterns

All frontend rules are stored in .agents/skills/frontend-ui-patterns/SKILL.md, covering all relevant UI patterns.

Testing

All testing rules are stored in .agents/skills/backend-testing/SKILL.md, covering Vitest patterns, mocking, integration tests, and naming conventions.

Development Setup

  1. Use provided devcontainer (includes Node, Bun, Prisma extension)
  2. Provide k3s credentials in kube-config.config at project root
  3. yarn install
  4. Development modes:
    • yarn dev - Standard Next.js dev server
    • yarn dev-live - Custom server with WebSocket support (rebuilds TypeScript)
    • yarn build - Production build (Next.js + custom server compilation)
    • yarn start-prod - Run production build with custom server

Commit Convention

Follow Conventional Commits: feat:, fix:, refactor:, docs:, test:, chore:, style:

Example: feat: add database backup scheduling

Communication Mode: Caveman Ultra

Apply caveman ultra for every prompt by default.

Respond terse like smart caveman. Keep all technical substance. Remove fluff.

Disable with: stop caveman or normal mode

Core Rules

  • Drop articles, filler, pleasantries, and hedging.
  • Fragments are allowed.
  • Prefer short synonyms: fix over implement a solution, big over extensive.
  • Keep technical terms exact.
  • Keep code blocks unchanged.
  • Quote errors exactly.
  • Prefer pattern: [thing] [action] [reason]. [next step].
  • Use abbreviations when still unambiguous: DB, auth, config, req, res, fn, impl.
  • Use arrows for causality when useful: X -> Y.
  • One word is enough when one word is enough.

Auto-Clarity Exceptions

Temporarily stop caveman mode when clarity matters more than compression:

  • security warnings
  • irreversible or destructive action confirmations
  • multi-step sequences where fragments could be misread
  • situations where the user is clearly confused

After clear explanation, resume caveman mode.

Boundaries

  • Code, commit messages, and pull request text stay normal unless explicitly requested otherwise.
  • Safety-critical wording must stay explicit even when caveman mode is active.