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bitecs answer-first brief

Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- name: bitecs description: Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- bitECS v0.4.0 Agent Skill This skill provides comprehensive guidance for using bitECS, a flexibl Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

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Last checked 4/15/2026

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bitecs

Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- name: bitecs description: Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- bitECS v0.4.0 Agent Skill This skill provides comprehensive guidance for using bitECS, a flexibl

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4

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1

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Freshness

Apr 15, 2026

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Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

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Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Kadajett

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0

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0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/Kadajett/bitECS-agent-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

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Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

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Kadajett

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Protocol compatibility

OpenClaw

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Crawlable docs

6 indexed pages on the official domain

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Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

npm i bitecs

ts

import { createWorld, resetWorld, deleteWorld, getAllEntities, getWorldComponents } from 'bitecs'

// Basic world creation
const world = createWorld()

// World with custom context
const world = createWorld({
    time: { delta: 0, elapsed: 0, then: 0 },
    components: {
        Position: { x: [] as number[], y: [] as number[] }
    }
})

// Shared entity index between worlds
const entityIndex = createEntityIndex()
const worldA = createWorld(entityIndex)
const worldB = createWorld(entityIndex)

// Combined: custom context + shared entity index (any order)
createWorld({ data: 1 }, entityIndex)
createWorld(entityIndex, { data: 1 })

// World utilities
resetWorld(world)                    // Reset world state
deleteWorld(world)                   // Delete world and free resources
getAllEntities(world)                // Get all entities in world
getWorldComponents(world)            // Get all registered components

ts

import {
    addEntity,
    removeEntity,
    entityExists,
    getEntityComponents,
    createEntityIndex,
    addEntityId,
    removeEntityId,
    isEntityIdAlive
} from 'bitecs'

// Basic entity operations
const eid = addEntity(world)
removeEntity(world, eid)

// Entity utilities
entityExists(world, eid)              // Check if entity exists
getEntityComponents(world, eid)       // Get all components for entity

// Direct entity index operations
const index = createEntityIndex()
const id = addEntityId(index)
removeEntityId(index, id)
isEntityIdAlive(index, id)

ts

const eid1 = addEntity(world)
const eid2 = addEntity(world)
removeEntity(world, eid1)
const eid3 = addEntity(world)
// eid1 === eid3 (recycled)

ts

const Removed = {}

const markEntityForRemoval = (world, eid) => {
    addComponent(world, eid, Removed)
}

const removeMarkedEntities = (world) => {
    for (const eid of query(world, [Removed])) {
        removeEntity(world, eid)
    }
}

ts

import { createEntityIndex, withVersioning, getId, getVersion, incrementVersion } from 'bitecs'

// Version bits options:
// 8 bits: 16M entities / 256 recycles
// 10 bits: 4M entities / 1K recycles
// 12 bits: 1M entities / 4K recycles (default)
// 14 bits: 262K entities / 16K recycles
// 16 bits: 65K entities / 65K recycles

const entityIndex = createEntityIndex(withVersioning(8))
const world = createWorld(entityIndex)

const eid1 = addEntity(world)
removeEntity(world, eid1)
const eid2 = addEntity(world)
// eid1 !== eid2 (different versions)

// Version utilities
getId(entityIndex, eid)              // Extract entity ID without version
getVersion(entityIndex, eid)         // Extract version from entity ID
incrementVersion(entityIndex, eid)   // Increment version of entity ID

Docs & README

Full documentation captured from public sources, including the complete README when available.

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Editorial quality

ready

Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- name: bitecs description: Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization. --- bitECS v0.4.0 Agent Skill This skill provides comprehensive guidance for using bitECS, a flexibl

Full README

name: bitecs description: Comprehensive guide for using bitECS v0.4.0, a flexible, minimal, data-oriented ECS library for TypeScript. Use when building games or simulations with Entity Component System architecture, creating entity hierarchies, defining components, querying entities, or working with serialization.

bitECS v0.4.0 Agent Skill

This skill provides comprehensive guidance for using bitECS, a flexible, minimal, data-oriented Entity Component System (ECS) library for TypeScript.

When to Use This Skill

Use this skill when:

  • Building games or simulations using ECS architecture
  • Creating and managing entities with components
  • Defining component data structures (SoA or AoS)
  • Querying entities based on component composition
  • Building entity hierarchies with relationships
  • Implementing prefabs and entity templates
  • Serializing/deserializing ECS data for networking or save systems
  • Implementing observer patterns for reactive component changes
  • Working with multithreaded ECS systems

Installation

npm i bitecs

Module Structure

bitECS 0.4.0 provides three modules:

| Module | Import | Purpose | |--------|--------|---------| | Core | bitecs | Main ECS toolkit | | Serialization | bitecs/serialization | Binary serialization utilities | | Legacy | bitecs/legacy | Backward compatibility with 0.3.x API |


Core Concepts

World

A world is a container for ECS data. Entities are created in a world and data is queried based on the existence and shape of entities in a world. Each world is independent of all others.

import { createWorld, resetWorld, deleteWorld, getAllEntities, getWorldComponents } from 'bitecs'

// Basic world creation
const world = createWorld()

// World with custom context
const world = createWorld({
    time: { delta: 0, elapsed: 0, then: 0 },
    components: {
        Position: { x: [] as number[], y: [] as number[] }
    }
})

// Shared entity index between worlds
const entityIndex = createEntityIndex()
const worldA = createWorld(entityIndex)
const worldB = createWorld(entityIndex)

// Combined: custom context + shared entity index (any order)
createWorld({ data: 1 }, entityIndex)
createWorld(entityIndex, { data: 1 })

// World utilities
resetWorld(world)                    // Reset world state
deleteWorld(world)                   // Delete world and free resources
getAllEntities(world)                // Get all entities in world
getWorldComponents(world)            // Get all registered components

Entity

Entities are unique numerical identifiers (entity IDs or eids). They are unique across all worlds unless worlds share an entity index.

import {
    addEntity,
    removeEntity,
    entityExists,
    getEntityComponents,
    createEntityIndex,
    addEntityId,
    removeEntityId,
    isEntityIdAlive
} from 'bitecs'

// Basic entity operations
const eid = addEntity(world)
removeEntity(world, eid)

// Entity utilities
entityExists(world, eid)              // Check if entity exists
getEntityComponents(world, eid)       // Get all components for entity

// Direct entity index operations
const index = createEntityIndex()
const id = addEntityId(index)
removeEntityId(index, id)
isEntityIdAlive(index, id)

Entity ID Recycling

Entity IDs are recycled immediately after removal:

const eid1 = addEntity(world)
const eid2 = addEntity(world)
removeEntity(world, eid1)
const eid3 = addEntity(world)
// eid1 === eid3 (recycled)

Manual Entity ID Recycling (Recommended)

For more control over entity lifecycle, implement manual recycling:

const Removed = {}

const markEntityForRemoval = (world, eid) => {
    addComponent(world, eid, Removed)
}

const removeMarkedEntities = (world) => {
    for (const eid of query(world, [Removed])) {
        removeEntity(world, eid)
    }
}

Entity ID Versioning

Prevents collision issues with recycled IDs by adding version numbers:

import { createEntityIndex, withVersioning, getId, getVersion, incrementVersion } from 'bitecs'

// Version bits options:
// 8 bits: 16M entities / 256 recycles
// 10 bits: 4M entities / 1K recycles
// 12 bits: 1M entities / 4K recycles (default)
// 14 bits: 262K entities / 16K recycles
// 16 bits: 65K entities / 65K recycles

const entityIndex = createEntityIndex(withVersioning(8))
const world = createWorld(entityIndex)

const eid1 = addEntity(world)
removeEntity(world, eid1)
const eid2 = addEntity(world)
// eid1 !== eid2 (different versions)

// Version utilities
getId(entityIndex, eid)              // Extract entity ID without version
getVersion(entityIndex, eid)         // Extract version from entity ID
incrementVersion(entityIndex, eid)   // Increment version of entity ID

Warning: When using versioning with TypedArrays, ensure arrays are large enough as versioned IDs can be much larger than the base entity ID.

Component

Components are modular data containers representing specific attributes of an entity. Any valid JavaScript reference can serve as a component.

Component Formats

// SoA with regular arrays (recommended for minimal memory footprint)
const Position = {
    x: [] as number[],
    y: [] as number[],
}

// SoA with TypedArrays (recommended for threading and eliminating memory thrash)
const Position = {
    x: new Float64Array(10000),
    y: new Float64Array(10000),
}

// AoS (performant for small shapes with < 100k objects)
const Position = [] as { x: number; y: number }[]

// Array of TypedArrays
const Position = Array.from({ length: 10000 }, () => new Float32Array(3))

// Tag component (no data)
const Flying = {}

Component Operations

import {
    addComponent,
    addComponents,
    removeComponent,
    removeComponents,
    hasComponent,
    getComponent,
    setComponent,
    set,
    registerComponent,
    registerComponents
} from 'bitecs'

// Add single component
addComponent(world, eid, Position)

// Add with initial data (requires onSet observer)
addComponent(world, eid, set(Position, { x: 10, y: 20 }))

// Add multiple components
addComponents(world, eid, Position, Velocity, Mass)
addComponents(world, eid, [Position, Velocity, Mass])
addComponents(world, eid,
    set(Position, { x: 10, y: 20 }),
    set(Velocity, { x: 1, y: 1 }),
    Health
)

// Remove components
removeComponent(world, eid, Position)
removeComponent(world, eid, Position, Velocity)
removeComponents(world, eid, Position, Velocity)

// Check component presence
hasComponent(world, eid, Position)

// Get component data (triggers onGet observers)
const data = getComponent(world, eid, Position)

// Set component data (triggers onSet observers)
setComponent(world, eid, Position, { x: 10, y: 20 })

// Register components explicitly (automatic on first addComponent)
registerComponent(world, Position)
registerComponents(world, [Position, Velocity, Mass])

Component Data Access

addComponent(world, eid, Position)

// SoA access
Position.x[eid] = 0
Position.y[eid] = 0
Position.x[eid] += 1

// AoS access
Position[eid] = { x: 0, y: 0 }
Position[eid].x += 1

// Array of TypedArrays
const pos = Position[eid]
pos[0] += 1

Storing Components on World

// Components stored on world for clean access
const world = createWorld({
    components: {
        Position: Array(1e5).fill(3).map(n => new Float32Array(n))
    }
})

const { Position } = world.components

Query

Queries retrieve entities based on their components, relationships, or hierarchies.

import { query, And, Or, Not, All, Any, None, Hierarchy, Cascade, asBuffer, isNested, noCommit } from 'bitecs'

// Basic query
const entities = query(world, [Position, Mass])

// Query operators
query(world, [Position, Velocity])                    // AND (default)
query(world, [And(Position, Velocity)])               // Explicit AND
query(world, [All(Position, Velocity)])               // Alias for AND
query(world, [Or(Position, Velocity)])                // OR
query(world, [Any(Position, Velocity)])               // Alias for OR
query(world, [Position, Not(Velocity)])               // NOT
query(world, [Position, None(Velocity)])              // Alias for NOT

// Complex combinations
query(world, [
    Position,                    // Must have Position
    Or(Health, Shield),          // Must have Health OR Shield
    Not(Stunned, Paralyzed)      // Must NOT have Stunned AND must NOT have Paralyzed
])

Query Options and Modifiers

// Options object approach
query(world, [Position], { commit: false })                   // Skip pending removals
query(world, [Position], { buffered: true })                  // Returns Uint32Array
query(world, [Position], { commit: false, buffered: true })   // Combined

// Query modifier approach
query(world, [Position], isNested)                            // Safe nested iteration
query(world, [Position], noCommit)                            // Alias for isNested
query(world, [Position], asBuffer)                            // Returns Uint32Array
query(world, [Position], asBuffer, isNested)                  // Combined modifiers

Nested Queries for Safe Iteration

When iterating over query results, calling another query will flush pending removals. Use isNested or noCommit for safe nested iteration:

for (const entity of query(world, [Position, Velocity])) {
    // Use nested to prevent removals during iteration
    for (const inner of query(world, [Mass], isNested)) {
        // Safe nested iteration
    }
}

Hierarchical Queries

Query entities in topological order (parents before children):

import { Hierarchy, Cascade, getHierarchyDepth, getMaxHierarchyDepth } from 'bitecs'

const ChildOf = createRelation()

// All entities with Position in hierarchy order
for (const eid of query(world, [Position, Hierarchy(ChildOf)])) {
    // Parents processed before children
}

// Entities at specific depth level
for (const eid of query(world, [Position, Hierarchy(ChildOf, 2)])) {
    // Only entities at depth 2
}

// Cascade is an alias for Hierarchy
query(world, [Position, Cascade(ChildOf)])

// Hierarchy utilities
getHierarchyDepth(world, eid, ChildOf)    // Get depth of entity
getMaxHierarchyDepth(world, ChildOf)      // Get max depth in hierarchy

Relationships

Relationships define how entities relate to each other.

import {
    createRelation,
    withStore,
    makeExclusive,
    withAutoRemoveSubject,
    withOnTargetRemoved,
    withValidation,
    getRelationTargets,
    Wildcard,
    Pair
} from 'bitecs'

// Basic relation
const ChildOf = createRelation()

// Relation with data store
const Contains = createRelation(
    withStore(() => ({ amount: [] as number[] }))
)
// Or with options object:
const Contains = createRelation({
    store: () => ({ amount: [] as number[] })
})

// Auto-remove subject when target is removed
const ChildOf = createRelation(withAutoRemoveSubject)
// Or: createRelation({ autoRemoveSubject: true })

// Exclusive relation (subject can only relate to one target)
const Targeting = createRelation(makeExclusive)
// Or: createRelation({ exclusive: true })

// Custom callback when target removed
const Following = createRelation(
    withOnTargetRemoved((subject, target) => {
        console.log(`${subject} lost target ${target}`)
    })
)

// Validation
const ValidatedRelation = createRelation(
    withValidation((target) => target > 0)
)

Using Relationships

const inventory = addEntity(world)
const gold = addEntity(world)
const silver = addEntity(world)

// Add relationships
addComponent(world, inventory, Contains(gold))
Contains(gold).amount[inventory] = 5

addComponent(world, inventory, Contains(silver))
Contains(silver).amount[inventory] = 12

// Query relationships
const children = query(world, [ChildOf(parent)])

// Get relation targets
const targets = getRelationTargets(world, inventory, Contains)  // [gold, silver]

Relationship Wildcards

// Find all entities with any Contains relationship
query(world, [Contains('*')])
query(world, [Contains(Wildcard)])

// Inverted wildcard: find all entities related TO a specific target
const earth = addEntity(world)
addComponent(world, earth, OrbitedBy(moon))
addComponent(world, earth, IlluminatedBy(sun))
query(world, [Wildcard(earth)])  // Entities related to earth

// Find all parents (entities that have children)
query(world, [Wildcard(ChildOf)])

// Find all children (entities that have parents)
query(world, [ChildOf(Wildcard)])

Prefabs

Prefabs are reusable entity templates.

import { addPrefab, IsA } from 'bitecs'

// Create prefab
const Animal = addPrefab(world)
addComponent(world, Animal, Vitals)
Vitals.health[Animal] = 100

// Inheritance with IsA relation
const Sheep = addPrefab(world)
addComponent(world, Sheep, IsA(Animal))  // Inherits Vitals
addComponent(world, Sheep, Contains(Wool))

// Instantiate from prefab
const sheep = addEntity(world)
addComponent(world, sheep, IsA(Sheep))
hasComponent(world, sheep, Contains(Wool))  // true

// Query instances
query(world, [IsA(Animal)])  // Returns all animals

Note: Prefabs do not appear in queries themselves. For inheritance to work with component values, you must define onSet and onGet observers:

observe(world, onSet(Vitals), (eid, params) => {
    Vitals.health[eid] = params.health
})
observe(world, onGet(Vitals), (eid) => ({
    health: Vitals.health[eid]
}))

Observers

Observers react to component changes.

import { observe, onAdd, onRemove, onSet, onGet } from 'bitecs'

// Observe component additions
const unsubscribe = observe(world, onAdd(Position), (eid) => {
    console.log(`Entity ${eid} gained Position`)
})

// Observe component removals
observe(world, onRemove(Health), (eid) => {
    console.log(`Entity ${eid} lost Health`)
})

// Complex observation patterns
observe(world, onAdd(Position, Not(Velocity)), (eid) => {
    console.log(`Entity ${eid} has Position but no Velocity`)
})

// onSet: Called when setComponent or set() helper is used
observe(world, onSet(Position), (eid, params) => {
    Position.x[eid] = params.x
    Position.y[eid] = params.y
    console.log(`Position set for ${eid}:`, params)
})

// onGet: Called when getComponent is used
observe(world, onGet(Position), (eid) => ({
    x: Position.x[eid],
    y: Position.y[eid]
}))

// Computed values
observe(world, onSet(Health), (eid, params) => {
    return { value: Math.max(0, Math.min(100, params.value)) }
})

// Network synchronization
observe(world, onSet(Inventory), (eid, params) => {
    syncWithServer(eid, 'inventory', params)
    return params
})

// Unsubscribe when done
unsubscribe()

Systems

Systems define entity behavior. bitECS doesn't enforce a specific implementation, but recommends simple chainable functions:

const moveBody = (world) => {
    for (const entity of query(world, [Position, Velocity])) {
        Position.x[entity] += Velocity.x[entity] * world.time.delta
        Position.y[entity] += Velocity.y[entity] * world.time.delta
    }
}

const applyGravity = (world) => {
    const gravity = 9.81
    for (const entity of query(world, [Position, Mass])) {
        Position.y[entity] -= gravity * Mass.value[entity] * world.time.delta
    }
}

const timeSystem = (world) => {
    const now = performance.now()
    world.time.delta = (now - world.time.then) / 1000
    world.time.elapsed += world.time.delta
    world.time.then = now
}

// Game loop
const update = (world) => {
    timeSystem(world)
    moveBody(world)
    applyGravity(world)
}

// Browser
requestAnimationFrame(function animate() {
    update(world)
    requestAnimationFrame(animate)
})

// Node
setInterval(() => update(world), 1000/60)

Serialization Module

Import from bitecs/serialization.

Data Type Tags

For regular arrays, use type tags to specify serialization format:

| Tag | Description | |-----|-------------| | u8(), i8() | 8-bit unsigned/signed integers | | u16(), i16() | 16-bit unsigned/signed integers | | u32(), i32() | 32-bit unsigned/signed integers | | f32() | 32-bit floats | | f64() | 64-bit floats (default) | | str() | UTF-8 strings | | array(type) | Arrays of specified type |

TypedArrays (Uint8Array, Float32Array, etc.) don't need tags.

SoA Serialization

For Structure of Arrays component data:

import { createSoASerializer, createSoADeserializer, f32, u8, str, array } from 'bitecs/serialization'

const Position = { x: f32([]), y: f32([]) }
const Velocity = { vx: f32([]), vy: f32([]) }
const Health = new Uint8Array(1e5)
const Meta = { name: str([]), tags: array(str) }

const components = [Position, Velocity, Health, Meta]

const serialize = createSoASerializer(components)
const deserialize = createSoADeserializer(components)

// Set data
Position.x[eid] = 10.5
Position.y[eid] = 20.2
Health[eid] = 100
Meta.name[eid] = 'Player'
Meta.tags[eid] = ['hero', 'active']

// Serialize entities
const buffer = serialize([eid])

// Deserialize
deserialize(buffer)

// ID mapping for network/save systems
const idMap = new Map([[1, 10]])  // Map entity 1 to 10
deserialize(buffer, idMap)

Serializer Options

const serialize = createSoASerializer(components, {
    diff: true,                          // Only serialize changed values
    buffer: new ArrayBuffer(1 << 20),    // 1MB backing buffer (default: 100MB)
    epsilon: 1e-3                         // Float comparison threshold (default: 0.0001)
})

const deserialize = createSoADeserializer(components, { diff: true })

Nested Arrays

const Inventory = {
    pages: array(array(u8))  // Array of arrays of u8
}

Inventory.pages[eid] = [
    [1, 2, 3],      // Page 1
    [10, 20],       // Page 2
    [100, 101, 102] // Page 3
]

AoS Serialization

For Array of Structures component data:

import { createAoSSerializer, createAoSDeserializer, f32, u8, str, array } from 'bitecs/serialization'

const Position = Object.assign([], { x: f32(), y: f32() })
const Health = u8()
const Meta = Object.assign([], { name: str(), tags: array(str) })

const serialize = createAoSSerializer(components, { diff: true })
const deserialize = createAoSDeserializer(components, { diff: true })

const buffer = serialize([0, 1])

// ID mapping
const idMap = new Map([[0, 10], [1, 11]])
deserialize(buffer, idMap)

Observer Serialization

Tracks entity/component additions and removals:

import { createObserverSerializer, createObserverDeserializer } from 'bitecs/serialization'

const Networked = {}  // Tag component for network entities

const serializer = createObserverSerializer(world, Networked, [Position, Health], {
    buffer: new ArrayBuffer(1 << 20)  // Optional backing buffer
})

const deserializer = createObserverDeserializer(world, Networked, [Position, Health], {
    idMap: new Map()  // Optional initial ID mapping
})

// Add components
addComponent(world, eid, Networked)
addComponent(world, eid, Position)
addComponent(world, eid, Health)

// Serialize changes
const buffer = serializer()

// Deserialize on receiver
deserializer(buffer)
// Or with override ID map
deserializer(buffer, new Map([[1, 100]]))

Snapshot Serialization

Captures complete world state:

import { createSnapshotSerializer, createSnapshotDeserializer, f32, u8 } from 'bitecs/serialization'

const Position = { x: f32([]), y: f32([]) }
const Health = u8([])

const serialize = createSnapshotSerializer(world, [Position, Health])
const deserialize = createSnapshotDeserializer(world, [Position, Health])

// Capture full state
const buffer = serialize()

// Restore state
deserialize(buffer)
// Or with ID mapping
deserialize(buffer, new Map([[1, 10]]))

Multithreading

bitECS is designed to work efficiently with worker threads.

SharedArrayBuffer Components

const MAX_ENTS = 1e6
const world = createWorld({
    components: {
        Position: {
            x: new Float32Array(new SharedArrayBuffer(MAX_ENTS * Float32Array.BYTES_PER_ELEMENT)),
            y: new Float32Array(new SharedArrayBuffer(MAX_ENTS * Float32Array.BYTES_PER_ELEMENT))
        }
    }
})

Query with asBuffer

Returns SAB-backed Uint32Array for thread sharing:

const entities = query(world, [Position, Mass], asBuffer)

Worker Communication Pattern

// Main thread
const worker = new Worker('./worker.js')

worker.postMessage({
    entities: query(world, [world.components.Position], asBuffer),
    components: world.components
})

worker.on('message', ({ removeQueue }) => {
    for (let i = 0; i < removeQueue.length; i++) {
        removeEntity(world, removeQueue[i])
    }
})

// Worker thread (worker.js)
const MAX_CMDS = 1e6
const removeQueue = new Uint32Array(new SharedArrayBuffer(MAX_CMDS * Uint32Array.BYTES_PER_ELEMENT))

self.onmessage = ({ data }) => {
    const { entities, components: { Position } } = data
    let removeCount = 0

    for (let i = 0; i < entities.length; i++) {
        const eid = entities[i]
        Position.x[eid] += 1
        Position.y[eid] += 1
        removeQueue[removeCount++] = eid
    }

    self.postMessage({ removeQueue: removeQueue.subarray(0, removeCount) })
}

Parallel Processing Pattern

const WORKER_COUNT = 4
const workers = Array(WORKER_COUNT).fill(null).map(() => new Worker('worker.js'))

let completedWorkers = 0
workers.forEach(worker => worker.on('message', () => {
    completedWorkers++
    if (completedWorkers === WORKER_COUNT) {
        processQueues()
        completedWorkers = 0
    }
}))

function processEntitiesParallel(world) {
    const entities = query(world, [Position], asBuffer)
    const partitionSize = Math.ceil(entities.length / WORKER_COUNT)

    for (let i = 0; i < WORKER_COUNT; i++) {
        const start = i * partitionSize
        const end = Math.min(start + partitionSize, entities.length)
        workers[i].postMessage({
            entities: entities.subarray(start, end),
            components: world.components
        })
    }
}

Important: ECS API functions (addEntity, removeEntity, addComponent, etc.) cannot be used directly in workers. Use message queues to send commands back to the main thread.


Complete API Reference

World Functions

| Function | Signature | Description | |----------|-----------|-------------| | createWorld | (context?, entityIndex?) => World | Create a new world | | resetWorld | (world) => World | Reset world state | | deleteWorld | (world) => void | Delete world and free resources | | getAllEntities | (world) => number[] | Get all entities in world | | getWorldComponents | (world) => ComponentRef[] | Get all registered components |

Entity Functions

| Function | Signature | Description | |----------|-----------|-------------| | addEntity | (world) => number | Add new entity | | removeEntity | (world, eid) => void | Remove entity | | entityExists | (world, eid) => boolean | Check if entity exists | | getEntityComponents | (world, eid) => ComponentRef[] | Get entity's components |

Entity Index Functions

| Function | Signature | Description | |----------|-----------|-------------| | createEntityIndex | (options?) => EntityIndex | Create entity index | | withVersioning | (versionBits?) => options | Configure versioning | | addEntityId | (index) => number | Add ID to index | | removeEntityId | (index, id) => void | Remove ID from index | | isEntityIdAlive | (index, id) => boolean | Check if ID is alive | | getId | (index, id) => number | Extract entity ID | | getVersion | (index, id) => number | Extract version | | incrementVersion | (index, id) => number | Increment version |

Component Functions

| Function | Signature | Description | |----------|-----------|-------------| | addComponent | (world, eid, component) => boolean | Add component to entity | | addComponents | (world, eid, ...components) => void | Add multiple components | | removeComponent | (world, eid, ...components) => void | Remove components | | removeComponents | (world, eid, ...components) => void | Alias for removeComponent | | hasComponent | (world, eid, component) => boolean | Check component presence | | getComponent | (world, eid, component) => any | Get component data | | setComponent | (world, eid, component, data) => void | Set component data | | set | (component, data) => ComponentSetter | Create component setter | | registerComponent | (world, component) => ComponentData | Register component | | registerComponents | (world, components) => void | Register multiple |

Query Functions

| Function | Signature | Description | |----------|-----------|-------------| | query | (world, terms, ...modifiers) => QueryResult | Query entities | | And / All | (...components) => OpReturnType | AND operator | | Or / Any | (...components) => OpReturnType | OR operator | | Not / None | (...components) => OpReturnType | NOT operator | | Hierarchy / Cascade | (relation, depth?) => HierarchyTerm | Hierarchy ordering | | asBuffer | QueryModifier | Return Uint32Array | | isNested / noCommit | QueryModifier | Safe nested iteration | | commitRemovals | (world) => void | Commit pending removals | | registerQuery | (world, terms, options?) => Query | Register query | | removeQuery | (world, terms) => void | Remove query |

Hierarchy Functions

| Function | Signature | Description | |----------|-----------|-------------| | getHierarchyDepth | (world, eid, relation) => number | Get entity depth | | getMaxHierarchyDepth | (world, relation) => number | Get max depth | | ensureDepthTracking | (world, relation) => void | Initialize tracking |

Relation Functions

| Function | Signature | Description | |----------|-----------|-------------| | createRelation | (...modifiers) => Relation | Create relation | | withStore | (createStore) => modifier | Add data store | | makeExclusive | (relation) => Relation | Make exclusive | | withAutoRemoveSubject | (relation) => Relation | Auto-remove subject | | withOnTargetRemoved | (callback) => modifier | Target removed callback | | withValidation | (validateFn) => modifier | Add validation | | getRelationTargets | (world, eid, relation) => number[] | Get targets | | Pair | (relation, target) => component | Create pair | | Wildcard | Relation | Wildcard relation | | IsA | Relation | Inheritance relation | | isRelation | (component) => boolean | Check if relation | | isWildcard | (relation) => boolean | Check if wildcard |

Prefab Functions

| Function | Signature | Description | |----------|-----------|-------------| | addPrefab | (world) => EntityId | Create prefab entity |

Observer Functions

| Function | Signature | Description | |----------|-----------|-------------| | observe | (world, hook, callback) => unsubscribe | Subscribe to changes | | onAdd | (...terms) => ObservableHook | Addition hook | | onRemove | (...terms) => ObservableHook | Removal hook | | onSet | (component) => ObservableHook | Set hook | | onGet | (component) => ObservableHook | Get hook |

Serialization Functions (bitecs/serialization)

| Function | Signature | Description | |----------|-----------|-------------| | createSoASerializer | (components, options?) => (entities) => ArrayBuffer | SoA serializer | | createSoADeserializer | (components, options?) => (buffer, idMap?) => void | SoA deserializer | | createAoSSerializer | (components, options?) => (entities) => ArrayBuffer | AoS serializer | | createAoSDeserializer | (components, options?) => (buffer, idMap?) => void | AoS deserializer | | createObserverSerializer | (world, tag, components, options?) => () => ArrayBuffer | Observer serializer | | createObserverDeserializer | (world, tag, components, options?) => (buffer, idMap?) => void | Observer deserializer | | createSnapshotSerializer | (world, components, buffer?) => () => ArrayBuffer | Snapshot serializer | | createSnapshotDeserializer | (world, components) => (buffer, idMap?) => void | Snapshot deserializer | | f32, f64, u8, u16, u32, i8, i16, i32 | (array?) => TypedArray | Type tags | | str | (array?) => string[] | String type tag | | array | (type) => array | Array type tag |


Best Practices

Component Design

  1. Prefer SoA format for optimal cache performance and memory efficiency
  2. Use TypedArrays for threading compatibility and predictable memory
  3. Keep components small and focused on a single concern
  4. Use tag components (empty objects) for boolean flags
  5. Pre-allocate TypedArrays based on expected entity count
// Good: Focused components
const Position = { x: new Float32Array(MAX_ENTS), y: new Float32Array(MAX_ENTS) }
const Velocity = { x: new Float32Array(MAX_ENTS), y: new Float32Array(MAX_ENTS) }
const Flying = {}  // Tag

// Avoid: Monolithic components
const Entity = { x: [], y: [], vx: [], vy: [], health: [], name: [] }

Query Optimization

  1. Query once per system, iterate results
  2. Use isNested for nested queries to prevent removal issues
  3. Use asBuffer for threading or when you need Uint32Array
  4. Avoid querying in tight loops
// Good: Query once
const moveSystem = (world) => {
    const entities = query(world, [Position, Velocity])
    for (const eid of entities) {
        Position.x[eid] += Velocity.x[eid]
    }
}

// Avoid: Query in loop
for (let i = 0; i < 1000; i++) {
    const entities = query(world, [Position])  // Inefficient
}

Entity Lifecycle

  1. Use manual recycling for controlled removal timing
  2. Consider versioning if entity ID reuse causes issues
  3. Batch entity removals for better performance
const Removed = {}
const removeSystem = (world) => {
    for (const eid of query(world, [Removed])) {
        removeEntity(world, eid)
    }
}

Observer Usage

  1. Use observers for cross-cutting concerns (logging, sync, validation)
  2. Keep observer callbacks lightweight
  3. Unsubscribe when no longer needed
  4. Define onSet/onGet for prefab inheritance

Serialization

  1. Use Observer + SoA serializers together for complete network sync
  2. Pre-allocate serialization buffers to avoid GC pressure
  3. Use diff mode for bandwidth-sensitive applications
  4. Map entity IDs when deserializing to different worlds

Threading

  1. Use SharedArrayBuffer for cross-thread component stores
  2. Use asBuffer queries for thread-safe entity lists
  3. Implement command queues for main thread operations
  4. Partition work across workers for parallel processing

Migration from 0.3.x

Key Changes

| 0.3.x | 0.4.0 | |-------|-------| | defineComponent({ x: Types.f32 }) | { x: [] as number[] } or { x: new Float32Array(n) } | | addComponent(world, Component, eid) | addComponent(world, eid, Component) | | defineQuery([A, B]) then query(world) | query(world, [A, B]) | | enterQuery(query) | observe(world, onAdd(...), cb) | | exitQuery(query) | observe(world, onRemove(...), cb) | | Changed(Component) | observe(world, onSet(Component), cb) | | Types.eid for references | createRelation() |

Legacy Module

For gradual migration, use bitecs/legacy:

import {
    defineComponent,
    defineQuery,
    enterQuery,
    exitQuery,
    Types,
    addComponent  // Uses old parameter order
} from 'bitecs/legacy'

Common Patterns

Enter/Exit Queues

const world = createWorld({
    enteredMovers: [] as number[],
    exitedMovers: [] as number[]
})

observe(world, onAdd(Position, Velocity), (eid) => world.enteredMovers.push(eid))
observe(world, onRemove(Position, Velocity), (eid) => world.exitedMovers.push(eid))

const movementSystem = (world) => {
    // Process entered
    for (const eid of world.enteredMovers.splice(0)) {
        console.log(`${eid} started moving`)
    }

    // Process exited
    for (const eid of world.exitedMovers.splice(0)) {
        console.log(`${eid} stopped moving`)
    }
}

Parent-Child Hierarchies

const ChildOf = createRelation(withAutoRemoveSubject)

// Create hierarchy
const parent = addEntity(world)
const child = addEntity(world)
addComponent(world, child, ChildOf(parent))

// Process in order
for (const eid of query(world, [Transform, Hierarchy(ChildOf)])) {
    // Parents processed before children
    updateWorldTransform(eid)
}

Inventory System

const Contains = createRelation(withStore(() => ({ amount: [] as number[] })))

const chest = addEntity(world)
const gold = addEntity(world)

addComponent(world, chest, Contains(gold))
Contains(gold).amount[chest] = 100

// Get all items in chest
const items = getRelationTargets(world, chest, Contains)

Network Replication

import { createObserverSerializer, createObserverDeserializer, createSoASerializer, createSoADeserializer } from 'bitecs/serialization'

const Networked = {}
const components = [Position, Velocity, Health]

// Server
const observerSerializer = createObserverSerializer(world, Networked, components)
const dataSerializer = createSoASerializer(components)

const sendUpdate = () => {
    const entities = query(world, [Networked])
    const observerPacket = observerSerializer()
    const dataPacket = dataSerializer(entities)
    broadcast({ observer: observerPacket, data: dataPacket })
}

// Client
const observerDeserializer = createObserverDeserializer(world, Networked, components)
const dataDeserializer = createSoADeserializer(components)

const receiveUpdate = ({ observer, data }) => {
    observerDeserializer(observer)
    dataDeserializer(data)
}

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:38:28.744Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "serve",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "only",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile capability:serve|supported|profile capability:only|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kadajett",
    "href": "https://github.com/Kadajett/bitECS-agent-skill",
    "sourceUrl": "https://github.com/Kadajett/bitECS-agent-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:12:29.922Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:12:29.922Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kadajett-bitecs-agent-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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