Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add rules/materialize-labs/ai-optimized-starter-app/backendgit clone --depth 1 https://github.com/materialize-labs/ai-optimized-starter-appWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00009 | $0.02619 |
| Opus 5 | $0.00005 | $0.01309 |
| Sonnet 5 | $0.00002 | $0.00524 |
| Haiku 4.5 | $0.00001 | $0.00262 |
Grade A, and why
backend scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 435 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Backend Architecture Guidelines
This document outlines our backend architecture and coding standards. Our backend stack includes:
- Database: PostgreSQL via Supabase
- ORM: Drizzle for type-safe database access
- API Layer: Next.js Server Actions
- Infrastructure: Serverless via Vercel
Core Principles
- Type Safety: Maintain full type safety between database and application code
- Scalability: Design for scale from the beginning
- Maintainability: Follow consistent patterns across the codebase
- Security: Validate all inputs and handle user permissions properly
- Performance: Optimize database queries and API responses
Database Schema Design
Directory Structure
db/
├── db.ts # Main database configuration
├── index.ts # Public exports
├── migrations/ # Database migrations
└── schema/ # Database schema definitions
├── [entity].ts # Individual entity schemas
Schema Definition Standards
Naming Conventions
- Use kebab-case for files:
contacts.ts - Use camelCase for table and column names in code
- Use snake_case for the actual database column names
- Export types with standardized prefixes:
Select[Entity]andInsert[Entity]
Required Fields
All tables should include these standard fields:
{
// Always use UUID for primary keys
id: uuid("id").defaultRandom().primaryKey(),
// User association (when applicable)
userId: text("user_id").notNull(),
// Timestamps
createdAt: timestamp("created_at", { withTimezone: true }).defaultNow().notNull(),
updatedAt: timestamp("updated_at", { withTimezone: true })
.defaultNow()
.notNull()
.$onUpdate(() => new Date())
}
Using Enums
For fields with a fixed set of values, use PostgreSQL enums:
import { pgEnum } from "drizzle-orm/pg-core"
// Define the enum
export const statusEnum = pgEnum("status", ["active", "pending", "archived"])
// Use it in your schema
status: statusEnum("status").notNull().default("pending")
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 435 lines · 9 tokens per session scan A a7f2697e27aa
backend is a cursor rule published in the GitHub repository materialize-labs/ai-optimized-starter-app (16 stars, last pushed 1y ago), licensed MIT. It adds 9 tokens to every session and 2,619 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other cursor rules, from other repositories
angular-20
This rule provides comprehensive best practices and coding standards for Angular development, focusing on modern TypeScript, standalone components, signals, and performance optimizations.
dev-standard
Apache Superset development standards and guidelines for Cursor IDE.
cli-error-handling
CLI command error handling patterns.
prefer-direct-imports-over-module-mocks
Prefer extracting a testable core over vi.mock / vi.resetModules when unit tests need to reach production logic entangled with config, env, or singletons.
control-plane-descriptors
Control plane descriptor and instance implementation patterns.
family-instance-domain-actions
Family instance domain action implementation patterns.