AI resources

Instructions

Coding standards applied automatically by file type — security, database, testing, and framework rules.

17 entries

Agent Scope Limits★

Always-on limits on file scope, change size, and when agents must stop for approval before editing.

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guardrailsscopecost

Cost-Aware AI Instructions★

Always-on guidance for keeping AI context small, avoiding expensive agent sessions, and classifying tasks before broad edits.

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costai-creditsguardrails

Clerk Authentication

Authentication patterns for Next.js apps using Clerk, including middleware setup, role-based access, organization scoping, and dev-mode fallbacks.

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authclerknextjs

CLI-First Tooling Instructions

Guidance for preferring compact local CLI tools over MCP servers when they provide the same capability with less context and lower AI cost.

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climcpcost

Customer Data Guardrails

Safe handling of personal and customer data in AI prompts, logs, validation pipelines, and application code.

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privacypiiguardrails

External System Integration Patterns

Reliable patterns for webhooks, queues, protocol handlers, and third-party system integrations.

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integrationswebhooksreliability

Figma HMI Design Standards

Design-to-code standards for Figma-based HMI (Human-Machine Interface) projects — Figma plugin architecture, monorepo conventions, OPC-UA integration, and runtime rendering patterns.

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figmahmimonorepo

Neexo Blender Python Instructions

Guidance for Blender Python scripts, add-ons, subprocess rendering, generated assets, and 3D pipeline automation.

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blenderpython3d

Neexo Drizzle Database Instructions

Database and migration guidance for Drizzle ORM, Drizzle Kit, Neon, tenant-scoped queries, atomic schema changes, and production-safe data access.

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databasedrizzleneon

Neexo Next.js Conventions

Shared App Router, React 19, TypeScript, UI, and validation conventions for Neexo's Next.js 16 projects.

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nextjsreacttypescript

Neexo Playwright Testing Instructions

Focused E2E testing guidance for Playwright specs, browser smoke tests, selectors, screenshots, and validation commands.

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testingplaywrighte2e

Neexo Security and OWASP Instructions

Security review guidance covering OWASP Top 10 risks, auth boundaries, secrets handling, tenant isolation, and production-safe configuration.

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securityowaspprivacy

next-intl Internationalization

Conventions for multi-language Next.js apps using next-intl, including translation patterns, locale detection, and common pitfalls.

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i18nnextjsnext-intl

React Three Fiber 3D

Conventions for React Three Fiber (R3F) components including dynamic imports, SSR avoidance, camera patterns, and postprocessing in Next.js apps.

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react-three-fiberthreejs3d

shadcn/ui v4 (Base UI)

Instructions for shadcn/ui v4 which uses Base UI primitives — use the render prop for composition, not Radix asChild.

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shadcnuibase-ui

Unity C# Standards

Coding standards for Unity C# projects — MonoBehaviour patterns, singleton guards, custom update cycles, serialization rules, and performance-safe hot-path practices.

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unitycsharpgame-development

Zod v4 Validation

Guidance for using Zod v4 correctly, including the required import path, schema patterns, and type inference in TypeScript projects.

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zodvalidationtypescript