Performance Optimization Skill

This is a real-time game requiring 60fps. Apply these patterns for performance-critical code.

Performance Budget

Game Loop Patterns

RequestAnimationFrame

function gameLoop(timestamp) {
  const deltaTime = timestamp - lastTimestamp;
  lastTimestamp = timestamp;

  update(deltaTime);
  render();

  requestAnimationFrame(gameLoop);
}

Fixed Time Step (for physics)

const PHYSICS_STEP = 1000 / 60; // 16.67ms
let accumulator = 0;

function update(deltaTime) {
  accumulator += deltaTime;
  while (accumulator >= PHYSICS_STEP) {
    physicsUpdate(PHYSICS_STEP);
    accumulator -= PHYSICS_STEP;
  }
}

Memory Optimization

Object Pooling

// Pre-allocate reusable objects
const foamRowPool = [];
function getFoamRow() {
  return foamRowPool.pop() || createFoamRow();
}
function releaseFoamRow(row) {
  foamRowPool.push(row);
}

Typed Arrays

// Use for numeric data
const grid = new Float32Array(width * height);
const indices = new Uint16Array(count);

Avoid Allocation in Hot Paths

// Bad - creates new object every frame
function update() {
  const vec = { x: 0, y: 0 };
}

// Good - reuse scratch objects
const scratchVec = { x: 0, y: 0 };
function update() {
  scratchVec.x = 0;
  scratchVec.y = 0;
}

Canvas Rendering Optimization

Batch Draw Calls

// Bad - many small paths
for (const segment of segments) {
  ctx.beginPath();
  ctx.moveTo(segment.x1, segment.y1);
  ctx.lineTo(segment.x2, segment.y2);
  ctx.stroke();
}

// Good - single path
ctx.beginPath();
for (const segment of segments) {
  ctx.moveTo(segment.x1, segment.y1);
  ctx.lineTo(segment.x2, segment.y2);
}
ctx.stroke();

Layer Canvases

// Static background on separate canvas
const bgCanvas = document.createElement('canvas');
// Only redraw when needed, composite over game canvas

Avoid State Changes

// Bad - changes style every iteration
for (const item of items) {
  ctx.fillStyle = item.color;
  ctx.fillRect(item.x, item.y, item.w, item.h);
}

// Good - group by style
const byColor = groupBy(items, 'color');
for (const [color, items] of byColor) {
  ctx.fillStyle = color;
  for (const item of items) {
    ctx.fillRect(item.x, item.y, item.w, item.h);
  }
}

Profiling

Browser DevTools

• Performance tab: flame chart, frame timing
• Memory tab: heap snapshots, allocation timeline

In-Code Timing

const start = performance.now();
expensiveOperation();
console.log(`Operation: ${performance.now() - start}ms`);

Performance Tests

// src/render/foamRendering.perf.test.js
it('renders under 16ms budget', () => {
  const start = performance.now();
  renderFoam(testData);
  expect(performance.now() - start).toBeLessThan(16);
});

Common Pitfalls

1. GC Pressure: Creating objects in game loop
2. Layout Thrashing: Reading/writing DOM in alternation
3. Unthrottled Events: Mouse/touch events firing faster than frames
4. Unnecessary Work: Recalculating unchanged values

Reference Plans

• plans/tooling/128-react-performance-optimization.md
• plans/bugfixes/130-bathymetry-heatmap-performance.md
• plans/perf-test-separation.md