Backend Patterns — Yosemite Crew
SkillDatabases & dataGuides your agent to write backend code following your app's patterns for endpoints, services, models, and jobs.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Backend Patterns — Yosemite Crew skill
About this capability
Use when working in apps/backend — new endpoints, controllers, services, models, queues/workers, or integrations. Covers the Router to Controller to Service to Model architecture, Zod validation, Prisma/PostgreSQL data access, Winston logging, BullMQ jobs, and FHIR/IDEXX/Merck integrations.
What this skill tells your AI
The instructions your AI receives, as published by yosemitecrew/yosemite-crew in .agents/skills/backend-patterns/SKILL.md and read by ahel’s review.
Description
Use this skill when working on apps/backend. Covers Express.js architecture, service/controller patterns, validation, error handling, and healthcare-specific integrations.
TRIGGER: any task in apps/backend — new endpoints, services, models, or integrations.
Architecture
apps/backend/src/
routers/ ← Express route definitions (thin — just register handlers)
controllers/ ← Request/response handling, input validation
services/ ← Business logic (no req/res objects here)
models/ ← legacy data models; no new files here (use Prisma via packages/database)
queues/ ← BullMQ job definitions
workers/ ← BullMQ worker processors
integrations/ ← External services (IDEXX, Merck, Stripe, Firebase, AWS)
Pattern: Router → Controller → Service → Model
Controllers call services. Services call models. Never put business logic in controllers or routers.
Validation
Use Zod for request validation. Never trust raw req.body.
import { z } from 'zod';
const CreateAppointmentSchema = z.object({
patientId: z.string().uuid(),
date: z.string().datetime(),
});
// In controller:
const data = CreateAppointmentSchema.parse(req.body);
Database
- PostgreSQL via Prisma is the database for all new code; Prisma owns schema + migrations (see
@yosemite-crew/database). - Prisma only for new persistence. All new models and queries go through Prisma (
packages/database); do not add new files undersrc/models/— this matchesapps/backend/AGENTS.md. - Never access data directly from controllers — always go through services/models.
Authentication
SuperTokens is the auth provider behind the provider-neutral boundary in
packages/auth (#1672), initialized by initSuperTokens in app.ts. Product
code uses the session guards in src/middlewares/auth.ts and never imports a
provider SDK (eslint-enforced). Pick the guard by product surface:
requireWebAuth- staff / PIMS web routes.requireMobileAuth- pet-parent mobile routes.requireAnyAuth- routes genuinely shared by both.
Never roll custom auth.
Authorization: derive the tenant from the resource
Authentication only proves who is calling. withOrgPermissions() then proves
the caller belongs to the organisation named by the request (route param,
x-org-id, query, or body). On a route addressed by a resource id that is not
enough on its own - a caller can name an organisation they legitimately belong
to while addressing another tenant's record.
- On an id-addressed route, use the resource-derived middleware so the
organisation comes from the record:
withAppointmentOrgPermissions,withInvoiceOrgPermissions,withPaymentOrgPermissions,withPaymentIntentOrgPermissions,withTaskOrgPermissions,withInventoryItemOrgPermissions,withEncounterOrgPermissions,withCaseOrgPermissions,withRenderedDocumentOrgPermissions,withRoomUnitOrgPermissions,withRoomUnitGroupOrgPermissions. Add a new one viawithResourceOrgPermissionsrather than hand-rolling a lookup. - In a controller, scope on
(req as OrgRequest).organisationId- the value the middleware authorized. If the request also carries an organisation, it must agree with that value; reject a mismatch rather than preferring it. - Take the organisation as a required service argument, never
organisationId?. Prisma dropsundefinedwhere-fields, so an optional scope silently becomes an unfiltered, cross-tenant query. Required turns that into a build error. Documenthas no organisation column - scope document queries throughdocumentWhereForOrg()(src/services/document-scope.ts), which expresses thepatientOrganisationjoin and the PMS visibility flag once.requirePermission([a, b])is any-of. That is the intended idiom for an:any/:ownpair of the same resource. An array naming two different resources grants each to holders of the other - require both instead.- Read the acting user from the verified session (
req.userId). Do not useresolveUserIdFromRequestfor an authorization decision: it falls back to a client-suppliedx-user-idheader. It is fine for attribution only.
Background Jobs
BullMQ is the queue system. Jobs go in queues/, processors in workers/.
// Never process jobs inline in a request handler
// Always enqueue and let a worker handle async operations
await emailQueue.add('send-reminder', { appointmentId });
Healthcare Integrations
- FHIR types from
@yosemite-crew/fhir— use these, never invent custom health data shapes. - IDEXX and Merck integrations live in
src/integrations/— extend there, never inline.
Logging
Use Winston for all logging. Never use console.log in production code.
import logger from 'src/utils/logger';
logger.info('Appointment created', { appointmentId });
logger.error('Payment failed', { error, userId });
Gotchas
- Do not refactor backend architecture unless explicitly asked — the user's CLAUDE.md is explicit about this.
- Zod
.parse()throws on invalid input — use.safeParse()when you want to handle errors gracefully. - BullMQ jobs are persisted in Redis — make job processors idempotent.
- All Stripe webhook handlers must verify the signature before processing.
- Firebase Admin SDK is initialized once — never re-initialize it in a handler.
Signals
- GitHub stars
- 2k
- Forks
- 83
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
backend-patterns-yosemitecrew- Source
- github.com/yosemitecrew/yosemite-crew