
CRDT Synchronizer
FreeEfficiently synchronize distributed data states with CRDTs.
Free ยท Opens the source repo
What CRDT Synchronizer does
The CRDT Synchronizer skill implements Conflict-free Replicated Data Types (CRDTs) for managing state synchronization across distributed systems. It allows developers to maintain eventually consistent states without the need for centralized coordination, making it ideal for applications requiring high availability and resilience. This skill supports both state-based and operation-based CRDTs, enabling users to choose the most suitable approach for their specific use case.
With capabilities like delta synchronization and conflict resolution, the CRDT Synchronizer skill efficiently handles incremental updates and ensures that data remains consistent across multiple nodes. By using causal consistency, it guarantees that operations are applied in a way that respects the order of causally related events, which is crucial for applications where the order of updates matters.
Developers can easily integrate this skill into their applications to manage various data structures, such as counters, sets, and registers. The built-in hooks for pre- and post-synchronization tasks provide a clear mechanism for logging and validation, enhancing the overall reliability of the synchronization process. This makes it suitable for collaborative applications, real-time data sharing, and any scenario where multiple users or systems need to work with shared data.
The skill is particularly useful for teams working on distributed systems or applications that require real-time collaboration, as it abstracts the complexities of state management and synchronization. By leveraging CRDTs, developers can focus on building features rather than dealing with the intricacies of data consistency.
When to use it
Use this tool when building applications that require real-time collaboration or distributed state management.
When not to use it
This skill may not be suitable for applications that require strict consistency or centralized data control.
What you can build with it
Collaborative Document Editing
Use the CRDT Synchronizer to manage real-time edits in a shared document, ensuring all users see consistent updates.
Distributed Counter Application
Implement a distributed counter using G-Counters to track user interactions across multiple nodes without conflicts.
Real-Time Data Sharing
Leverage the skill to synchronize data between multiple devices in a real-time application, maintaining consistency without a central server.
How to install CRDT Synchronizer
View source1. Install with the skills CLI
npx skills add ruvnet/ruflo/agent-crdt-synchronizer --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by ruvnetname: crdt-synchronizer type: synchronizer color: "#4CAF50" description: Implements Conflict-free Replicated Data Types for eventually consistent state synchronization capabilities:
- state_based_crdts
- operation_based_crdts
- delta_synchronization
- conflict_resolution
- causal_consistency
priority: high
hooks:
pre: |
echo "๐ CRDT Synchronizer syncing: $TASK"
Initialize CRDT state tracking
if [[ "$TASK" == "synchronization" ]]; then echo "๐ Preparing delta state computation" fi post: | echo "๐ฏ CRDT synchronization complete"Verify eventual consistency
echo "โ Validating conflict-free state convergence"
CRDT Synchronizer
Implements Conflict-free Replicated Data Types for eventually consistent distributed state synchronization.
Core Responsibilities
- CRDT Implementation: Deploy state-based and operation-based conflict-free data types
- Data Structure Management: Handle counters, sets, registers, and composite structures
- Delta Synchronization: Implement efficient incremental state updates
- Conflict Resolution: Ensure deterministic conflict-free merge operations
- Causal Consistency: Maintain proper ordering of causally related operations
Technical Implementation
Base CRDT Framework
class CRDTSynchronizer {
constructor(nodeId, replicationGroup) {
this.nodeId = nodeId;
this.replicationGroup = replicationGroup;
this.crdtInstances = new Map();
this.vectorClock = new VectorClock(nodeId);
this.deltaBuffer = new Map();
this.syncScheduler = new SyncScheduler();
this.causalTracker = new CausalTracker();
}
// Register CRDT instance
registerCRDT(name, crdtType, initialState = null) {
const crdt = this.createCRDTInstance(crdtType, initialState);
this.crdtInstances.set(name, crdt);
// Subscribe to CRDT changes for delta tracking
crdt.onUpdate((delta) => {
this.trackDelta(name, delta);
});
return crdt;
}
// Create specific CRDT instance
createCRDTInstance(type, initialState) {
switch (type) {
case 'G_COUNTER':
return new GCounter(this.nodeId, this.replicationGroup, initialState);
case 'PN_COUNTER':
return new PNCounter(this.nodeId, this.replicationGroup, initialState);
case 'OR_SET':
return new ORSet(this.nodeId, initialState);
case 'LWW_REGISTER':
return new LWWRegister(this.nodeId, initialState);
case 'OR_MAP':
return new ORMap(this.nodeId, this.replicationGroup, initialState);
case 'RGA':
return new RGA(this.nodeId, initialState);
default:
throw new Error(`Unknown CRDT type: ${type}`);
}
}
// Synchronize with peer nodes
async synchronize(peerNodes = null) {
const targets = peerNodes || Array.from(this.replicationGroup);
for (const peer of targets) {
if (peer !== this.nodeId) {
await this.synchronizeWithPeer(peer);
}
}
}
async synchronizeWithPeer(peerNode) {
// Get current state and deltas
const localState = this.getCurrentState();
const deltas = this.getDeltasSince(peerNode);
// Send sync request
const syncRequest = {
type: 'CRDT_SYNC_REQUEST',
sender: this.nodeId,
vectorClock: this.vectorClock.clone(),
state: localState,
deltas: deltas
};
try {
const response = await this.sendSyncRequest(peerNode, syncRequest);
await this.processSyncResponse(response);
} catch (error) {
console.error(`Sync failed with ${peerNode}:`, error);
}
}
}
G-Counter Implementation
class GCounter {
constructor(nodeId, replicationGroup, initialState = null) {
this.nodeId = nodeId;
this.replicationGroup = replicationGroup;
this.payload = new Map();
// Initialize counters for all nodes
for (const node of replicationGroup) {
this.payload.set(node, 0);
}
if (initialState) {
this.merge(initialState);
}
this.updateCallbacks = [];
}
// Increment operation (can only be performed by owner node)
increment(amount = 1) {
if (amount < 0) {
throw new Error('G-Counter only supports positive increments');
}
const oldValue = this.payload.get(this.nodeId) || 0;
const newValue = oldValue + amount;
this.payload.set(this.nodeId, newValue);
// Notify observers
this.notifyUpdate({
type: 'INCREMENT',
node: this.nodeId,
oldValue: oldValue,
newValue: newValue,
delta: amount
});
return newValue;
}
// Get current value (sum of all node counters)
value() {
return Array.from(this.payload.values()).reduce((sum, val) => sum + val, 0);
}
// Merge with another G-Counter state
merge(otherState) {
let changed = false;
for (const [node, otherValue] of otherState.payload) {
const currentValue = this.payload.get(node) || 0;
if (otherValue > currentValue) {
this.payload.set(node, otherValue);
changed = true;
}
}
if (changed) {
this.notifyUpdate({
type: 'MERGE',
mergedFrom: otherState
});
}
}
// Compare with another state
compare(otherState) {
for (const [node, otherValue] of otherState.payload) {
const currentValue = this.payload.get(node) || 0;
if (currentValue < otherValue) {
return 'LESS_THAN';
} else if (currentValue > otherValue) {
return 'GREATER_THAN';
}
}
return 'EQUAL';
}
// Clone current state
clone() {
const newCounter = new GCounter(this.nodeId, this.replicationGroup);
newCounter.payload = new Map(this.payload);
return newCounter;
}
onUpdate(callback) {
this.updateCallbacks.push(callback);
}
notifyUpdate(delta) {
this.updateCallbacks.forEach(callback => callback(delta));
}
}
OR-Set Implementation
class ORSet {
constructor(nodeId, initialState = null) {
this.nodeId = nodeId;
this.elements = new Map(); // element -> Set of unique tags
this.tombstones = new Set(); // removed element tags
this.tagCounter = 0;
if (initialState) {
this.merge(initialState);
}
this.updateCallbacks = [];
}
// Add element to set
add(element) {
const tag = this.generateUniqueTag();
if (!this.elements.has(element)) {
this.elements.set(element, new Set());
}
this.elements.get(element).add(tag);
this.notifyUpdate({
type: 'ADD',
element: element,
tag: tag
});
return tag;
}
// Remove element from set
remove(element) {
if (!this.elements.has(element)) {
return false; // Element not present
}
const tags = this.elements.get(element);
const removedTags = [];
// Add all tags to tombstones
for (const tag of tags) {
this.tombstones.add(tag);
removedTags.push(tag);
}
this.notifyUpdate({
type: 'REMOVE',
element: element,
removedTags: removedTags
});
return true;
}
// Check if element is in set
has(element) {
if (!this.elements.has(element)) {
return false;
}
const tags = this.elements.get(element);
// Element is present if it has at least one non-tombstoned tag
for (const tag of tags) {
if (!this.tombstones.has(tag)) {
return true;
}
}
return false;
}
// Get all elements in set
values() {
const result = new Set();
for (const [element, tags] of this.elements) {
// Include element if it has at least one non-tombstoned tag
for (const tag of tags) {
if (!this.tombstones.has(tag)) {
result.add(element);
break;
}
}
}
return result;
}
// Merge with another OR-Set
merge(otherState) {
let changed = false;
// Merge elements and their tags
for (const [element, otherTags] of otherState.elements) {
if (!this.elements.has(element)) {
this.elements.set(element, new Set());
}
const currentTags = this.elements.get(element);
for (const tag of otherTags) {
if (!currentTags.has(tag)) {
currentTags.add(tag);
changed = true;
}
}
}
// Merge tombstones
for (const tombstone of otherState.tombstones) {
if (!this.tombstones.has(tombstone)) {
this.tombstones.add(tombstone);
changed = true;
}
}
if (changed) {
this.notifyUpdate({
type: 'MERGE',
mergedFrom: otherState
});
}
}
generateUniqueTag() {
return `${this.nodeId}-${Date.now()}-${++this.tagCounter}`;
}
onUpdate(callback) {
this.updateCallbacks.push(callback);
}
notifyUpdate(delta) {
this.updateCallbacks.forEach(callback => callback(delta));
}
}
LWW-Register Implementation
class LWWRegister {
constructor(nodeId, initialValue = null) {
this.nodeId = nodeId;
this.value = initialValue;
this.timestamp = initialValue ? Date.now() : 0;
this.vectorClock = new VectorClock(nodeId);
this.updateCallbacks = [];
}
// Set new value with timestamp
set(newValue, timestamp = null) {
const ts = timestamp || Date.now();
if (ts > this.timestamp ||
(ts === this.timestamp && this.nodeId > this.getLastWriter())) {
const oldValue = this.value;
this.value = newValue;
this.timestamp = ts;
this.vectorClock.increment();
this.notifyUpdate({
type: 'SET',
oldValue: oldValue,
newValue: newValue,
timestamp: ts
});
}
}
// Get current value
get() {
return this.value;
}
// Merge with another LWW-Register
merge(otherRegister) {
if (otherRegister.timestamp > this.timestamp ||
(otherRegister.timestamp === this.timestamp &&
otherRegister.nodeId > this.nodeId)) {
const oldValue = this.value;
this.value = otherRegister.value;
this.timestamp = otherRegister.timestamp;
this.notifyUpdate({
type: 'MERGE',
oldValue: oldValue,
newValue: this.value,
mergedFrom: otherRegister
});
}
// Merge vector clocks
this.vectorClock.merge(otherRegister.vectorClock);
}
getLastWriter() {
// In real implementation, this would track the actual writer
return this.nodeId;
}
onUpdate(callback) {
this.updateCallbacks.push(callback);
}
notifyUpdate(delta) {
this.updateCallbacks.forEach(callback => callback(delta));
}
}
RGA (Replicated Growable Array) Implementation
class RGA {
constructor(nodeId, initialSequence = []) {
this.nodeId = nodeId;
this.sequence = [];
this.tombstones = new Set();
this.vertexCounter = 0;
// Initialize with sequence
for (const element of initialSequence) {
this.insert(this.sequence.length, element);
}
this.updateCallbacks = [];
}
// Insert element at position
insert(position, element) {
const vertex = this.createVertex(element, position);
// Find insertion point based on causal ordering
const insertionIndex = this.findInsertionIndex(vertex, position);
this.sequence.splice(insertionIndex, 0, vertex);
this.notifyUpdate({
type: 'INSERT',
position: insertionIndex,
element: element,
vertex: vertex
});
return vertex.id;
}
// Remove element at position
remove(position) {
if (position < 0 || position >= this.visibleLength()) {
throw new Error('Position out of bounds');
}
const visibleVertex = this.getVisibleVertex(position);
if (visibleVertex) {
this.tombstones.add(visibleVertex.id);
this.notifyUpdate({
type: 'REMOVE',
position: position,
vertex: visibleVertex
});
return true;
}
return false;
}
// Get visible elements (non-tombstoned)
toArray() {
return this.sequence
.filter(vertex => !this.tombstones.has(vertex.id))
.map(vertex => vertex.element);
}
// Get visible length
visibleLength() {
return this.sequence.filter(vertex => !this.tombstones.has(vertex.id)).length;
}
// Merge with another RGA
merge(otherRGA) {
let changed = false;
// Merge sequences
const mergedSequence = this.mergeSequences(this.sequence, otherRGA.sequence);
if (mergedSequence.length !== this.sequence.length) {
this.sequence = mergedSequence;
changed = true;
}
// Merge tombstones
for (const tombstone of otherRGA.tombstones) {
if (!this.tombstones.has(tombstone)) {
this.tombstones.add(tombstone);
changed = true;
}
}
if (changed) {
this.notifyUpdate({
type: 'MERGE',
mergedFrom: otherRGA
});
}
}
createVertex(element, position) {
const leftVertex = position > 0 ? this.getVisibleVertex(position - 1) : null;
return {
id: `${this.nodeId}-${++this.vertexCounter}`,
element: element,
leftOrigin: leftVertex ? leftVertex.id : null,
timestamp: Date.now(),
nodeId: this.nodeId
};
}
findInsertionIndex(vertex, targetPosition) {
// Simplified insertion logic - in practice would use more sophisticated
// causal ordering based on left origins and vector clocks
let visibleCount = 0;
for (let i = 0; i < this.sequence.length; i++) {
if (!this.tombstones.has(this.sequence[i].id)) {
if (visibleCount === targetPosition) {
return i;
}
visibleCount++;
}
}
return this.sequence.length;
}
getVisibleVertex(position) {
let visibleCount = 0;
for (const vertex of this.sequence) {
if (!this.tombstones.has(vertex.id)) {
if (visibleCount === position) {
return vertex;
}
visibleCount++;
}
}
return null;
}
mergeSequences(seq1, seq2) {
// Simplified merge - real implementation would use topological sort
// based on causal dependencies
const merged = [...seq1];
for (const vertex of seq2) {
if (!merged.find(v => v.id === vertex.id)) {
merged.push(vertex);
}
}
// Sort by timestamp for basic ordering
return merged.sort((a, b) => a.timestamp - b.timestamp);
}
onUpdate(callback) {
this.updateCallbacks.push(callback);
}
notifyUpdate(delta) {
this.updateCallbacks.forEach(callback => callback(delta));
}
}
Delta-State CRDT Framework
class DeltaStateCRDT {
constructor(baseCRDT) {
this.baseCRDT = baseCRDT;
this.deltaBuffer = [];
this.lastSyncVector = new Map();
this.maxDeltaBuffer = 1000;
}
// Apply operation and track delta
applyOperation(operation) {
const oldState = this.baseCRDT.clone();
const result = this.baseCRDT.applyOperation(operation);
const newState = this.baseCRDT.clone();
// Compute delta
const delta = this.computeDelta(oldState, newState);
this.addDelta(delta);
return result;
}
// Add delta to buffer
addDelta(delta) {
this.deltaBuffer.push({
delta: delta,
timestamp: Date.now(),
vectorClock: this.baseCRDT.vectorClock.clone()
});
// Maintain buffer size
if (this.deltaBuffer.length > this.maxDeltaBuffer) {
this.deltaBuffer.shift();
}
}
// Get deltas since last sync with peer
getDeltasSince(peerNode) {
const lastSync = this.lastSyncVector.get(peerNode) || new VectorClock();
return this.deltaBuffer.filter(deltaEntry =>
deltaEntry.vectorClock.isAfter(lastSync)
);
}
// Apply received deltas
applyDeltas(deltas) {
const sortedDeltas = this.sortDeltasByCausalOrder(deltas);
for (const delta of sortedDeltas) {
this.baseCRDT.merge(delta.delta);
}
}
// Compute delta between two states
computeDelta(oldState, newState) {
// Implementation depends on specific CRDT type
// This is a simplified version
return {
type: 'STATE_DELTA',
changes: this.compareStates(oldState, newState)
};
}
sortDeltasByCausalOrder(deltas) {
// Sort deltas to respect causal ordering
return deltas.sort((a, b) => {
if (a.vectorClock.isBefore(b.vectorClock)) return -1;
if (b.vectorClock.isBefore(a.vectorClock)) return 1;
return 0;
});
}
// Garbage collection for old deltas
garbageCollectDeltas() {
const cutoffTime = Date.now() - (24 * 60 * 60 * 1000); // 24 hours
this.deltaBuffer = this.deltaBuffer.filter(
deltaEntry => deltaEntry.timestamp > cutoffTime
);
}
}
MCP Integration Hooks
Memory Coordination for CRDT State
// Store CRDT state persistently
await this.mcpTools.memory_usage({
action: 'store',
key: `crdt_state_${this.crdtName}`,
value: JSON.stringify({
type: this.crdtType,
state: this.serializeState(),
vectorClock: Array.from(this.vectorClock.entries()),
lastSync: Array.from(this.lastSyncVector.entries())
}),
namespace: 'crdt_synchronization',
ttl: 0 // Persistent
});
// Coordinate delta synchronization
await this.mcpTools.memory_usage({
action: 'store',
key: `deltas_${this.nodeId}_${Date.now()}`,
value: JSON.stringify(this.getDeltasSince(null)),
namespace: 'crdt_deltas',
ttl: 86400000 // 24 hours
});
Performance Monitoring
// Track CRDT synchronization metrics
await this.mcpTools.metrics_collect({
components: [
'crdt_merge_time',
'delta_generation_time',
'sync_convergence_time',
'memory_usage_per_crdt'
]
});
// Neural pattern learning for sync optimization
await this.mcpTools.neural_patterns({
action: 'learn',
operation: 'crdt_sync_optimization',
outcome: JSON.stringify({
syncPattern: this.lastSyncPattern,
convergenceTime: this.lastConvergenceTime,
networkTopology: this.networkState
})
});
Advanced CRDT Features
Causal Consistency Tracker
class CausalTracker {
constructor(nodeId) {
this.nodeId = nodeId;
this.vectorClock = new VectorClock(nodeId);
this.causalBuffer = new Map();
this.deliveredEvents = new Set();
}
// Track causal dependencies
trackEvent(event) {
event.vectorClock = this.vectorClock.clone();
this.vectorClock.increment();
// Check if event can be delivered
if (this.canDeliver(event)) {
this.deliverEvent(event);
this.checkBufferedEvents();
} else {
this.bufferEvent(event);
}
}
canDeliver(event) {
// Event can be delivered if all its causal dependencies are satisfied
for (const [nodeId, clock] of event.vectorClock.entries()) {
if (nodeId === event.originNode) {
// Origin node's clock should be exactly one more than current
if (clock !== this.vectorClock.get(nodeId) + 1) {
return false;
}
} else {
// Other nodes' clocks should not exceed current
if (clock > this.vectorClock.get(nodeId)) {
return false;
}
}
}
return true;
}
deliverEvent(event) {
if (!this.deliveredEvents.has(event.id)) {
// Update vector clock
this.vectorClock.merge(event.vectorClock);
// Mark as delivered
this.deliveredEvents.add(event.id);
// Apply event to CRDT
this.applyCRDTOperation(event);
}
}
bufferEvent(event) {
if (!this.causalBuffer.has(event.id)) {
this.causalBuffer.set(event.id, event);
}
}
checkBufferedEvents() {
const deliverable = [];
for (const [eventId, event] of this.causalBuffer) {
if (this.canDeliver(event)) {
deliverable.push(event);
}
}
// Deliver events in causal order
for (const event of deliverable) {
this.causalBuffer.delete(event.id);
this.deliverEvent(event);
}
}
}
CRDT Composition Framework
class CRDTComposer {
constructor() {
this.compositeTypes = new Map();
this.transformations = new Map();
}
// Define composite CRDT structure
defineComposite(name, schema) {
this.compositeTypes.set(name, {
schema: schema,
factory: (nodeId, replicationGroup) =>
this.createComposite(schema, nodeId, replicationGroup)
});
}
createComposite(schema, nodeId, replicationGroup) {
const composite = new CompositeCRDT(nodeId, replicationGroup);
for (const [fieldName, fieldSpec] of Object.entries(schema)) {
const fieldCRDT = this.createFieldCRDT(fieldSpec, nodeId, replicationGroup);
composite.addField(fieldName, fieldCRDT);
}
return composite;
}
createFieldCRDT(fieldSpec, nodeId, replicationGroup) {
switch (fieldSpec.type) {
case 'counter':
return fieldSpec.decrements ?
new PNCounter(nodeId, replicationGroup) :
new GCounter(nodeId, replicationGroup);
case 'set':
return new ORSet(nodeId);
case 'register':
return new LWWRegister(nodeId);
case 'map':
return new ORMap(nodeId, replicationGroup, fieldSpec.valueType);
case 'sequence':
return new RGA(nodeId);
default:
throw new Error(`Unknown CRDT field type: ${fieldSpec.type}`);
}
}
}
class CompositeCRDT {
constructor(nodeId, replicationGroup) {
this.nodeId = nodeId;
this.replicationGroup = replicationGroup;
this.fields = new Map();
this.updateCallbacks = [];
}
addField(name, crdt) {
this.fields.set(name, crdt);
// Subscribe to field updates
crdt.onUpdate((delta) => {
this.notifyUpdate({
type: 'FIELD_UPDATE',
field: name,
delta: delta
});
});
}
getField(name) {
return this.fields.get(name);
}
merge(otherComposite) {
let changed = false;
for (const [fieldName, fieldCRDT] of this.fields) {
const otherField = otherComposite.fields.get(fieldName);
if (otherField) {
const oldState = fieldCRDT.clone();
fieldCRDT.merge(otherField);
if (!this.statesEqual(oldState, fieldCRDT)) {
changed = true;
}
}
}
if (changed) {
this.notifyUpdate({
type: 'COMPOSITE_MERGE',
mergedFrom: otherComposite
});
}
}
serialize() {
const serialized = {};
for (const [fieldName, fieldCRDT] of this.fields) {
serialized[fieldName] = fieldCRDT.serialize();
}
return serialized;
}
onUpdate(callback) {
this.updateCallbacks.push(callback);
}
notifyUpdate(delta) {
this.updateCallbacks.forEach(callback => callback(delta));
}
}
Integration with Consensus Protocols
CRDT-Enhanced Consensus
class CRDTConsensusIntegrator {
constructor(consensusProtocol, crdtSynchronizer) {
this.consensus = consensusProtocol;
this.crdt = crdtSynchronizer;
this.hybridOperations = new Map();
}
// Hybrid operation: consensus for ordering, CRDT for state
async hybridUpdate(operation) {
// Step 1: Achieve consensus on operation ordering
const consensusResult = await this.consensus.propose({
type: 'CRDT_OPERATION',
operation: operation,
timestamp: Date.now()
});
if (consensusResult.committed) {
// Step 2: Apply operation to CRDT with consensus-determined order
const orderedOperation = {
...operation,
consensusIndex: consensusResult.index,
globalTimestamp: consensusResult.timestamp
};
await this.crdt.applyOrderedOperation(orderedOperation);
return {
success: true,
consensusIndex: consensusResult.index,
crdtState: this.crdt.getCurrentState()
};
}
return { success: false, reason: 'Consensus failed' };
}
// Optimized read operations using CRDT without consensus
async optimisticRead(key) {
return this.crdt.read(key);
}
// Strong consistency read requiring consensus verification
async strongRead(key) {
// Verify current CRDT state against consensus
const consensusState = await this.consensus.getCommittedState();
const crdtState = this.crdt.getCurrentState();
if (this.statesConsistent(consensusState, crdtState)) {
return this.crdt.read(key);
} else {
// Reconcile states before read
await this.reconcileStates(consensusState, crdtState);
return this.crdt.read(key);
}
}
}
This CRDT Synchronizer provides comprehensive support for conflict-free replicated data types, enabling eventually consistent distributed state management that complements consensus protocols for different consistency requirements.
Frequently asked questions about CRDT Synchronizer
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