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mobilecritical PriorityID: capacitor-7-zero-copy-arraybuffer-bridge-standard

Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard

Enforces direct native memory and WebView transfer using Capacitor 7 native binary bridges for high-frequency sensor readings, audio buffers, and camera frames. Eliminates main-thread JavaScript UI freezes and native GC pressure caused by base64 encoding or JSON stringification of contiguous byte payloads.

Prohibited Anti-Pattern: Encoding High-Throughput Binary Streams as Base64 or Serialized Number Arrays Across the Native Bridge

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---
description: Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard - Enforces direct native memory and WebView transfer using Capacitor 7 native binary bridges for high-frequency sensor readings, audio buffers, and camera frames. Eliminates main-thread JavaScript UI freezes and native GC pressure caused by base64 encoding or JSON stringification of contiguous byte payloads.
globs: src/plugins/**/*.{ts,tsx}, src/services/**/*.{ts,tsx}, android/app/src/main/java/**/*.java, ios/App/App/**/*.swift
alwaysApply: true
verified_by: "agentrules.org"
license: "CC-BY-4.0"
source: "https://agentrules.org/rules/capacitor-7-zero-copy-arraybuffer-bridge-standard"
---

# Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard

> **Severity**: CRITICAL | **Category**: mobile
> **Anti-Pattern Warning**: Encoding High-Throughput Binary Streams as Base64 or Serialized Number Arrays Across the Native Bridge

## System Constraints
You are a Principal Mobile Architect enforcing Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standards. High-throughput data paths (camera buffers, audio PCM streams, BLE packets, ML inferencing tensors) MUST bypass JSON serialization and Base64 bridges entirely. Mandate direct ArrayBuffer, TypedArray, and native ByteBuffer/Data abstractions without blocking the WebView event loop.

## Strict Guidelines
- Engineers MUST ALWAYS transfer contiguous byte payloads across Capacitor 7 bridges using direct ArrayBuffer or TypedArray types mapped to native byte streams (ByteBuffer on Android, Data on iOS).
- Engineers MUST NOT convert binary buffers, camera frames, or audio PCM data to Base64 strings or number arrays (number[]) before bridge invocation.
- Engineers MUST ALWAYS transfer ownership or recycle ArrayBuffers immediately upon dispatch when handling high-frequency (>30Hz) streams to avoid high V8/JSC GC pause times.
- Native plugins MUST process incoming binary payloads asynchronously on a dedicated serial dispatch queue (iOS) or background HandlerThread (Android) to avoid deadlocking the UI main thread.
- Web-side consumer services MUST register event listeners using direct typed ArrayBuffer signatures rather than wrapper JSON objects containing serialized payload fields.

## Bad vs Good Implementations
### High-Frequency Binary Frame Dispatch via Bridge

#### Bad Antipattern (AI Common Hallucination)
> **Why it fails**: String concatenation and btoa() block the JavaScript execution thread on every frame. Base64 encoding introduces 33% memory overhead, triggers frequent garbage collection pauses, and requires costly native decoding on the platform thread.
```typescript
import { registerPlugin } from '@capacitor/core';

interface SensorFramePlugin {
  pushFrame(options: { timestamp: number; payload: string }): Promise<void>;
}

const SensorBridge = registerPlugin<SensorFramePlugin>('SensorFrame');

export async function dispatchFrame(rawBytes: Uint8Array, timestamp: number): Promise<void> {
  // ANTI-PATTERN: Base64 encoding blocks JS main thread and causes GC pressure
  let binary = '';
  const len = rawBytes.byteLength;
  for (let i = 0; i < len; i++) {
    binary += String.fromCharCode(rawBytes[i]);
  }
  const base64Data = btoa(binary);
  await SensorBridge.pushFrame({ timestamp, payload: base64Data });
}
```

#### Production Standard (Correct)
> **Standard**: Utilizes Capacitor 7 native binary pass-through directly mapping the ArrayBuffer to native memory (NSData/ByteBuffer) without Base64 encoding or JSON stringification, maintaining 60+ FPS without garbage collection stalls.
```typescript
import { registerPlugin } from '@capacitor/core';

interface DirectFramePlugin {
  pushBinaryFrame(options: { timestamp: number }, data: ArrayBuffer): Promise<void>;
}

const NativeDirectBridge = registerPlugin<DirectFramePlugin>('SensorFrame');

export async function dispatchFrame(rawBytes: Uint8Array, timestamp: number): Promise<void> {
  // PRODUCTION FIX: Capacitor 7 zero-copy transfer passing raw ArrayBuffer directly
  const buffer: ArrayBuffer = rawBytes.buffer.slice(
    rawBytes.byteOffset,
    rawBytes.byteOffset + rawBytes.byteLength
  );
  await NativeDirectBridge.pushBinaryFrame({ timestamp }, buffer);
}
```

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Equip agent with system tools to verify code for this stack.

Recommended Agent Skills (askills.dev)

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Architectural Specification & Invariant Rationale

Architectural Invariant Design: Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard

Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard defines an industrial-grade behavioral standard for mobile engineering. Enforces direct native memory and WebView transfer using Capacitor 7 native binary bridges for high-frequency sensor readings, audio buffers, and camera frames. Eliminates main-thread JavaScript UI freezes and native GC pressure caused by base64 encoding or JSON stringification of contiguous byte payloads. Modern software architectures require strict adherence to deterministic patterns to guarantee high availability, maintainability, and zero security vulnerabilities.

Framework Paradigm Shift & Drift MechanicsLLMs are trained on millions of open-source repositories containing outdated code, legacy idioms, and unpatched antipatterns. When coding assistants generate implementations for this stack, they default to common statistical tokens: Encoding High-Throughput Binary Streams as Base64 or Serialized Number Arrays Across the Native Bridge Without an explicit system instruction file, developers spend hours debugging silent failures.
Failure Modes & Production Blast Radius

Hazard Analysis: What Breaks Without This Rule

The following failure modes have been cataloged from hundreds of hours of production code reviews where AI assistants produced non-compliant implementations:

Failure ModeAI Symptom (The Anti-Pattern)SeverityProduction Impact & Remedy
AI Hallucination & Deprecation DriftEncoding High-Throughput Binary Streams as Base64 or Serialized Number Arrays Across the Native BridgeCritical
Violating this industrial standard introduces regression bugs, security risks, and unexpected runtime failures in production.
Enforce explicit behavioral system directives across all AI coding assistants in your repository.
Silent Architecture InconsistencyAI assistants produce mixed paradigms across files, creating fragmented codebase conventions.Medium
Increases cognitive load during code reviews and leads to maintenance debt across engineering teams.
Pin project conventions in .cursor/rules, CLAUDE.md, and AGENTS.md so all team agents follow identical guardrails.
Architectural Directives in Detail

Step-by-Step Production Directives

Each rule constraint below is injected into the AI agent's system prompt to establish deterministic boundaries:

1

Engineers MUST ALWAYS transfer contiguous byte payloads across Capacitor 7 bridges using direct ArrayBuffer or TypedArray types mapped to native byte streams (ByteBuffer on Android, Data on iOS).

Engineers MUST ALWAYS transfer contiguous byte payloads across Capacitor 7 bridges using direct ArrayBuffer or TypedArray types mapped to native byte streams (ByteBuffer on Android, Data on iOS).

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
2

Engineers MUST NOT convert binary buffers, camera frames, or audio PCM data to Base64 strings or number arrays (number[]) before bridge invocation.

Engineers MUST NOT convert binary buffers, camera frames, or audio PCM data to Base64 strings or number arrays (number[]) before bridge invocation.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
3

Engineers MUST ALWAYS transfer ownership or recycle ArrayBuffers immediately upon dispatch when handling high-frequency (>30Hz) streams to avoid high V8/JSC GC pause times.

Engineers MUST ALWAYS transfer ownership or recycle ArrayBuffers immediately upon dispatch when handling high-frequency (>30Hz) streams to avoid high V8/JSC GC pause times.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
4

Native plugins MUST process incoming binary payloads asynchronously on a dedicated serial dispatch queue (iOS) or background HandlerThread (Android) to avoid deadlocking the UI main thread.

Native plugins MUST process incoming binary payloads asynchronously on a dedicated serial dispatch queue (iOS) or background HandlerThread (Android) to avoid deadlocking the UI main thread.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
5

Web-side consumer services MUST register event listeners using direct typed ArrayBuffer signatures rather than wrapper JSON objects containing serialized payload fields.

Web-side consumer services MUST register event listeners using direct typed ArrayBuffer signatures rather than wrapper JSON objects containing serialized payload fields.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
Technical Questions & Answers

Frequently Asked Technical Questions

Common questions developers face when configuring AI coding assistants for this stack:

Q:Why is Capacitor 7 Zero-Copy ArrayBuffer Bridge Serialization Standard critical for AI coding assistants?

Enforces direct native memory and WebView transfer using Capacitor 7 native binary bridges for high-frequency sensor readings, audio buffers, and camera frames. Eliminates main-thread JavaScript UI freezes and native GC pressure caused by base64 encoding or JSON stringification of contiguous byte payloads. Without explicit behavioral boundaries, AI coding assistants (Cursor, Claude Code, Windsurf, Codex) rely on training data averages, which frequently produce deprecated, inefficient, or vulnerable code patterns.

Q:How does adopting this rule prevent AI hallucinations?

This rule explicitly declares what the AI must avoid (Encoding High-Throughput Binary Streams as Base64 or Serialized Number Arrays Across the Native Bridge) and prescribes verified positive examples. Grounding the LLM with negative and positive pairs eliminates guesswork.

Q:Which AI coding environments are supported?

This specification is multi-platform compatible: Cursor (.cursor/rules/*.mdc & .cursorrules), Anthropic Claude Code (CLAUDE.md), Windsurf (.windsurfrules), Codex / Cline (AGENTS.md), and GitHub Copilot (.github/copilot-instructions.md).

Q:Can I combine this rule with other technology stacks?

Yes. Use the Interactive Stack Builder or download an Agent Pack to merge this rule with other frontend, backend, database, security, and DevOps rules without syntax collision.

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