particles-gpu

Q: How do I install particles-gpu?

Run npx skills add https://github.com/bbeierle12/skill-mcp-claude --skill particles-gpu in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/particles-gpu/ (personal) or .claude/skills/particles-gpu/ (project).

by bbeierle12AI & Agents

GPU-based particle systems using instanced rendering, buffer attributes, Points geometry, and custom shaders. Use when rendering thousands to millions of particles efficiently, creating particle effects like snow, rain, stars, or abstract visualizations.

Installs: 169
Last 24h: —
Trending rank: —
Security: Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/bbeierle12/skill-mcp-claude --skill particles-gpu

01
Install
Run the command in your project. The CLI asks which agents to install for.
02
Describe the task
Ask your agent for something this skill covers. It loads particles-gpu automatically when relevant.
03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

GPU Particles

Render massive particle counts (10k-1M+) efficiently using GPU instancing and custom shaders.

Quick Start

import { useRef, useMemo } from 'react';
import { useFrame } from '@react-three/fiber';
import * as THREE from 'three';

function Particles({ count = 10000 }) {
  const points = useRef<THREE.Points>(null!);
  
  const positions = useMemo(() => {
    const pos = new Float32Array(count * 3);
    for (let i = 0; i < count; i++) {
      pos[i * 3] = (Math.random() - 0.5) * 10;
      pos[i * 3 + 1] = (Math.random() - 0.5) * 10;
      pos[i * 3 + 2] = (Math.random() - 0.5) * 10;
    }
    return pos;
  }, [count]);
  
  return (
    <points ref={points}>
      <bufferGeometry>
        <bufferAttribute
          attach="attributes-position"
          count={count}
          array={positions}
          itemSize={3}
        />
      </bufferGeometry>
      <pointsMaterial size={0.05} color="#ffffff" />
    </points>
  );
}

Rendering Approaches

Approach	Particle Count	Complexity	Use Case
Points	10k - 500k	Low	Simple particles, stars
Instanced Mesh	1k - 100k	Medium	3D geometry particles
Custom Shader	100k - 10M	High	Maximum control

Points Geometry

Simplest approach—each particle is a screen-facing point sprite.

Basic Points

function BasicPoints({ count = 5000 }) {
  const positions = useMemo(() => {
    const pos = new Float32Array(count * 3);
    for (let i = 0; i < count; i++) {
      const theta = Math.random() * Math.PI * 2;
      const phi = Math.acos(2 * Math.random() - 1);
      const r = Math.cbrt(Math.random()) * 5;
      
      pos[i * 3] = r * Math.sin(phi) * Math.cos(theta);
      pos[i * 3 + 1] = r * Math.sin(phi) * Math.sin(theta);
      pos[i * 3 + 2] = r * Math.cos(phi);
    }
    return pos;
  }, [count]);
  
  return (
    <points>
      <bufferGeometry>
        <bufferAttribute
          attach="attributes-position"
          count={count}
          array={positions}
          itemSize={3}
        />
      </bufferGeometry>
      <pointsMaterial
        size={0.1}
        sizeAttenuation={true}
        transparent={true}
        opacity={0.8}
        depthWrite={false}
        blending={THREE.AdditiveBlending}
      />
    </points>
  );
}

Points with Texture

function TexturedPoints({ count = 5000 }) {
  const texture = useTexture('/particle.png');
  
  return (
    <points>
      <bufferGeometry>
        {/* ... positions ... */}
      </bufferGeometry>
      <pointsMaterial
        size={0.5}
        map={texture}
        transparent={true}
        alphaTest={0.01}
        depthWrite={false}
        blending={THREE.AdditiveBlending}
      />
    </points>
  );
}

Custom Attributes

Add per-particle data like color, size, velocity:

function ColoredParticles({ count = 10000 }) {
  const { positions, colors, sizes } = useMemo(() => {
    const pos = new Float32Array(count * 3);
    const col = new Float32Array(count * 3);
    const siz = new Float32Array(count);
    
    for (let i = 0; i < count; i++) {
      // Position
      pos[i * 3] = (Math.random() - 0.5) * 10;
      pos[i * 3 + 1] = (Math.random() - 0.5) * 10;
      pos[i * 3 + 2] = (Math.random() - 0.5) * 10;
      
      // Color (HSL to RGB)
      const color = new THREE.Color();
      color.setHSL(Math.random(), 0.8, 0.5);
      col[i * 3] = color.r;
      col[i * 3 + 1] = color.g;
      col[i * 3 + 2] = color.b;
      
      // Size
      siz[i] = 0.05 + Math.random() * 0.1;
    }
    
    return { positions: pos, colors: col, sizes: siz };
  }, [count]);
  
  return (
    <points>
      <bufferGeometry>
        <bufferAttribute
          attach="attributes-position"
          count={count}
          array={positions}
          itemSize={3}
        />
        <bufferAttribute
          attach="attributes-color"
          count={count}
          array={colors}
          itemSize={3}
        />
        <bufferAttribute
          attach="attributes-size"
          count={count}
          array={sizes}
          itemSize={1}
        />
      </bufferGeometry>
      <pointsMaterial
        vertexColors
        size={0.1}
        sizeAttenuation
        transparent
        depthWrite={false}
      />
    </points>
  );
}

Custom Shader Particles

Maximum control over particle appearance and animation:

const vertexShader = `
  attribute float aSize;
  attribute vec3 aColor;
  attribute float aAlpha;
  
  uniform float uTime;
  uniform float uPixelRatio;
  
  varying vec3 vColor;
  varying float vAlpha;
  
  void main() {
    vColor = aColor;
    vAlpha = aAlpha;
    
    vec4 mvPosition = modelViewMatrix * vec4(position, 1.0);
    
    // Size attenuation
    gl_PointSize = aSize * uPixelRatio * (300.0 / -mvPosition.z);
    gl_Position = projectionMatrix * mvPosition;
  }
`;

const fragmentShader = `
  varying vec3 vColor;
  varying float vAlpha;
  
  void main() {
    // Circular particle
    float dist = length(gl_PointCoord - 0.5);
    if (dist > 0.5) discard;
    
    // Soft edge
    float alpha = 1.0 - smoothstep(0.4, 0.5, dist);
    
    gl_FragColor = vec4(vColor, alpha * vAlpha);
  }
`;

function ShaderParticles({ count = 50000 }) {
  const points = useRef<THREE.Points>(null!);
  
  const { positions, sizes, colors, alphas } = useMemo(() => {
    const pos = new Float32Array(count * 3);
    const siz = new Float32Array(count);
    const col = new Float32Array(count * 3);
    const alp = new Float32Array(count);
    
    for (let i = 0; i < count; i++) {
      pos[i * 3] = (Math.random() - 0.5) * 20;
      pos[i * 3 + 1] = (Math.random() - 0.5) * 20;
      pos[i * 3 + 2] = (Math.random() - 0.5) * 20;
      
      siz[i] = 10 + Math.random() * 20;
      
      const color = new THREE.Color();
      color.setHSL(0.6 + Math.random() * 0.2, 0.8, 0.5);
      col[i * 3] = color.r;
      col[i * 3 + 1] = color.g;
      col[i * 3 + 2] = color.b;
      
      alp[i] = 0.3 + Math.random() * 0.7;
    }
    
    return { positions: pos, sizes: siz, colors: col, alphas: alp };
  }, [count]);
  
  useFrame(({ clock }) => {
    points.current.material.uniforms.uTime.value = clock.elapsedTime;
  });
  
  return (
    <points ref={points}>
      <bufferGeometry>
        <bufferAttribute attach="attributes-position" count={count} array={positions} itemSize={3} />
        <bufferAttribute attach="attributes-aSize" count={count} array={sizes} itemSize={1} />
        <bufferAttribute attach="attributes-aColor" count={count} array={colors} itemSize={3} />
        <bufferAttribute attach="attributes-aAlpha" count={count} array={alphas} itemSize={1} />
      </bufferGeometry>
      <shaderMaterial
        vertexShader={vertexShader}
        fragmentShader={fragmentShader}
        uniforms={{
          uTime: { value: 0 },
          uPixelRatio: { value: Math.min(window.devicePixelRatio, 2) }
        }}
        transparent
        depthWrite={false}
        blending={THREE.AdditiveBlending}
      />
    </points>
  );
}

Animated Particles

Position Animation in Shader

// Vertex shader with animation
attribute vec3 aVelocity;
attribute float aPhase;

uniform float uTime;

void main() {
  vec3 pos = position;
  
  // Simple oscillation
  pos.y += sin(uTime * 2.0 + aPhase) * 0.5;
  
  // Velocity-based movement
  pos += aVelocity * uTime;
  
  // Wrap around bounds
  pos = mod(pos + 10.0, 20.0) - 10.0;
  
  vec4 mvPosition = modelViewMatrix * vec4(pos, 1.0);
  gl_PointSize = 10.0 * (300.0 / -mvPosition.z);
  gl_Position = projectionMatrix * mvPosition;
}

CPU Animation (for dynamic systems)

function AnimatedParticles({ count = 10000 }) {
  const points = useRef<THREE.Points>(null!);
  
  const velocities = useMemo(() => {
    const vel = new Float32Array(count * 3);
    for (let i = 0; i < count; i++) {
      vel[i * 3] = (Math.random() - 0.5) * 0.02;
      vel[i * 3 + 1] = (Math.random() - 0.5) * 0.02;
      vel[i * 3 + 2] = (Math.random() - 0.5) * 0.02;
    }
    return vel;
  }, [count]);
  
  useFrame(() => {
    const positions = points.current.geometry.attributes.position.array as Float32Array;
    
    for (let i = 0; i < count; i++) {
      positions[i * 3] += velocities[i * 3];
      positions[i * 3 + 1] += velocities[i * 3 + 1];
      positions[i * 3 + 2] += velocities[i * 3 + 2];
      
      // Wrap around
      for (let j = 0; j < 3; j++) {
        if (positions[i * 3 + j] > 5) positions[i * 3 + j] = -5;
        if (positions[i * 3 + j] < -5) positions[i * 3 + j] = 5;
      }
    }
    
    points.current.geometry.attributes.position.needsUpdate = true;
  });
  
  // ... geometry setup
}

Instanced Mesh Particles

For 3D geometry particles (not just points):

function InstancedParticles({ count = 1000 }) {
  const mesh = useRef<THREE.InstancedMesh>(null!);
  const dummy = useMemo(() => new THREE.Object3D(), []);
  
  useEffect(() => {
    for (let i = 0; i < count; i++) {
      dummy.position.set(
        (Math.random() - 0.5) * 10,
        (Math.random() - 0.5) * 10,
        (Math.random() - 0.5) * 10
      );
      dummy.rotation.set(
        Math.random() * Math.PI,
        Math.random() * Math.PI,
        0
      );
      dummy.scale.setScalar(0.05 + Math.random() * 0.1);
      dummy.updateMatrix();
      mesh.current.setMatrixAt(i, dummy.matrix);
    }
    mesh.current.instanceMatrix.needsUpdate = true;
  }, [count, dummy]);
  
  useFrame(({ clock }) => {
    for (let i = 0; i < count; i++) {
      mesh.current.getMatrixAt(i, dummy.matrix);
      dummy.matrix.decompose(dummy.position, dummy.quaternion, dummy.scale);
      
      dummy.rotation.x += 0.01;
      dummy.rotation.y += 0.01;
      
      dummy.updateMatrix();
      mesh.current.setMatrixAt(i, dummy.matrix);
    }
    mesh.current.instanceMatrix.needsUpdate = true;
  });
  
  return (
    <instancedMesh ref={mesh} args={[undefined, undefined, count]}>
      <icosahedronGeometry args={[1, 0]} />
      <meshStandardMaterial color="#ff6b6b" />
    </instancedMesh>
  );
}

Buffer Geometry Patterns

Sphere Distribution

function spherePositions(count: number, radius: number) {
  const positions = new Float32Array(count * 3);
  
  for (let i = 0; i < count; i++) {
    const theta = Math.random() * Math.PI * 2;
    const phi = Math.acos(2 * Math.random() - 1);
    const r = Math.cbrt(Math.random()) * radius;  // Cube root for uniform volume
    
    positions[i * 3] = r * Math.sin(phi) * Math.cos(theta);
    positions[i * 3 + 1] = r * Math.sin(phi) * Math.sin(theta);
    positions[i * 3 + 2] = r * Math.cos(phi);
  }
  
  return positions;
}

Galaxy Spiral

function galaxyPositions(count: number, arms: number, spin: number) {
  const positions = new Float32Array(count * 3);
  
  for (let i = 0; i < count; i++) {
    const armIndex = i % arms;
    const armAngle = (armIndex / arms) * Math.PI * 2;
    
    const radius = Math.random() * 5;
    const spinAngle = radius * spin;
    const angle = armAngle + spinAngle;
    
    // Add randomness
    const randomX = (Math.random() - 0.5) * 0.5 * radius;
    const randomY = (Math.random() - 0.5) * 0.2;
    const randomZ = (Math.random() - 0.5) * 0.5 * radius;
    
    positions[i * 3] = Math.cos(angle) * radius + randomX;
    positions[i * 3 + 1] = randomY;
    positions[i * 3 + 2] = Math.sin(angle) * radius + randomZ;
  }
  
  return positions;
}

Grid Distribution

function gridPositions(countPerAxis: number, spacing: number) {
  const count = countPerAxis ** 3;
  const positions = new Float32Array(count * 3);
  const offset = (countPerAxis - 1) * spacing * 0.5;
  
  let index = 0;
  for (let x = 0; x < countPerAxis; x++) {
    for (let y = 0; y < countPerAxis; y++) {
      for (let z = 0; z < countPerAxis; z++) {
        positions[index * 3] = x * spacing - offset;
        positions[index * 3 + 1] = y * spacing - offset;
        positions[index * 3 + 2] = z * spacing - offset;
        index++;
      }
    }
  }
  
  return positions;
}

Performance Tips

Technique	Impact
Use Points over InstancedMesh	5-10x faster for simple particles
GPU animation (shader) vs CPU	10-100x faster at scale
Disable depthWrite	Faster blending
Use Float32Array	Required for buffers
Frustum culling (default on)	Skip off-screen

Optimal Settings

<pointsMaterial
  transparent
  depthWrite={false}           // Faster blending
  blending={THREE.AdditiveBlending}  // Good for glowing particles
  sizeAttenuation              // Perspective-correct size
/>

File Structure

particles-gpu/
├── SKILL.md
├── references/
│   ├── buffer-patterns.md     # Distribution patterns
│   └── shader-examples.md     # Complete shader examples
└── scripts/
    ├── particles/
    │   ├── basic-points.tsx   # Simple points setup
    │   ├── shader-points.tsx  # Custom shader particles
    │   └── instanced.tsx      # Instanced mesh particles
    └── distributions/
        ├── sphere.ts          # Sphere distribution
        ├── galaxy.ts          # Galaxy spiral
        └── grid.ts            # Grid distribution

Reference

references/buffer-patterns.md — Position distribution patterns
references/shader-examples.md — Complete particle shaders

FAQ

What does the particles-gpu skill do?

How do I install particles-gpu?

Run npx skills add https://github.com/bbeierle12/skill-mcp-claude --skill particles-gpu in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/particles-gpu/ (personal) or .claude/skills/particles-gpu/ (project).

Which AI agents can use particles-gpu?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is particles-gpu safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains particles-gpu?

It is published by bbeierle12 in bbeierle12/skill-mcp-claude. It has 169 recorded installs.

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particles-gpu

Install

Install

Describe the task

Review the result

SKILL.md

GPU Particles

Quick Start

Rendering Approaches

Points Geometry

Basic Points

Points with Texture

Custom Attributes

Custom Shader Particles

Animated Particles

Position Animation in Shader

CPU Animation (for dynamic systems)

Instanced Mesh Particles

Buffer Geometry Patterns

Sphere Distribution

Galaxy Spiral

Grid Distribution

Performance Tips

Optimal Settings

File Structure

Reference

FAQ

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