Apply Stack Conventions

Quick Reference

HARD-GATE: TDD Cycle

All new code must have its test written and validated before implementation. Follow this exact cycle for every layer:

1. Write the spec file — show the full file content, not only the path
2. Run: bundle exec rspec spec/[path]_spec.rb — verify it FAILS (Observed RED output)
3. Write the implementation code
4. Re-run the same command — verify it PASSES (Observed GREEN output)
5. Refactor if needed, keeping tests green

CRITICAL: Execute all test commands using your shell/terminal tools. Do not fabricate, mock, or simulate terminal output. Copy-paste the actual observed output. If the environment does not support running tests, stop and tell the user — do not proceed to implementation without verified RED output.

Red-Green Cycle Example

Spec file — spec/models/order_spec.rb

require 'rails_helper'

RSpec.describe Order, type: :model do
  describe 'validations' do
    it 'is invalid without a total' do
      order = build(:order, total: nil)
      expect(order).not_to be_valid
      expect(order.errors[:total]).to include("can't be blank")
    end
  end
end

Run command

bundle exec rspec spec/models/order_spec.rb

Observed RED output — paste actual terminal output here (expect failure)

Model implementation — app/models/order.rb

class Order < ApplicationRecord
  validates :total, presence: true
end

Observed GREEN output — paste actual terminal output here (expect pass)

Core Process

Stack: Ruby on Rails, PostgreSQL, Hotwire (Turbo + Stimulus), Tailwind CSS.

Style: If the project uses a linter, treat it as the source of truth for formatting. For cross-cutting design principles (DRY, YAGNI, structured logging, rules by directory), use apply-code-conventions.

Feature Development Workflow

For a typical feature, compose stack patterns in this order:

1. Model — add validations, associations, scopes; eager-load with includes for any association used in loops
2. Service object — extract non-trivial business logic from the controller (see create-service-object)
3. Controller — keep actions thin; delegate to services; respond with turbo_stream and html formats
4. View / Turbo wiring — wrap dynamic sections in <turbo-frame> tags; broadcast turbo_stream responses from the controller
5. Stimulus — add a controller only when client-side interactivity cannot be handled by Turbo alone
6. Tailwind — apply utility classes to the view; extract repeated patterns into partials or Stimulus targets

Each step should remain testable in isolation before wiring to the next layer. In the final artifact, include a Layer isolation section naming the focused spec or check for model/query, service, controller/request, view/Turbo, Stimulus, and Tailwind. If a layer is not changed, mark it "not applicable"; do not silently omit any layer.

Service Object Pattern

Controllers delegate to a service via .call; the service returns a result hash. See create-service-object and assets/snippets/service_object.rb for the full pattern and implementation details.

# app/controllers/orders_controller.rb
def create
  result = CreateOrderService.call(order_params)
  if result[:success]
    redirect_to result[:record], notice: 'Order created.'
  else
    render :new, status: :unprocessable_entity
  end
end

For eager loading patterns and N+1 fixes, see the Extended Resources section below.

Pitfalls to Avoid

Output Style

Every response must include these sections in order:

1. Stack decisions — which Rails, PostgreSQL, Hotwire, Stimulus, Tailwind, auth, and service-object conventions apply.
2. Tests-first proof before implementation — follow the HARD-GATE cycle per layer (spec file content → RED output → implementation → GREEN output).
3. Layer isolation — focused spec/check for each changed layer; mark unchanged layers "not applicable".
4. Layered implementation — separate model/query, service, controller, view, Stimulus, and Tailwind changes.
5. Performance and security checks — N+1 prevention, authorization policy use, unsafe params/content handling.

Extended Resources (Progressive Disclosure)

Load these files only when their specific content is needed:

• assets/snippets/eager_loading.rb — Use when applying eager loading patterns to fix N+1 queries
• assets/snippets/n_plus_one_fix_example.rb — Use when you need a complete N+1 fix example with before/after
• assets/snippets/service_object.rb — Use when extracting controller logic into a service object
• assets/snippets/turbo_frame.html.erb — Use when implementing Turbo Frame patterns
• assets/snippets/stimulus_controller.js — Use when adding Stimulus controllers
• assets/snippets/tailwind_component.html.erb — Use when building Tailwind-styled view components

Integration