Create Invoke Task
DataDog/datadog-agent
Create a new Python invoke task for the dda CLI. An agent skill from DataDog/datadog-agent.
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .claude/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .claude/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .agents/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .agents/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .cursor/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .cursor/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ruvnet/ruflo.git --path .agents/skills/agent-crdt-synchronizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .gemini/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .gemini/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .github/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .github/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/ruflo agent-crdt-synchronizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/agent-crdt-synchronizer .opencode/skills/agent-crdt-synchronizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agent-crdt-synchronizer" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-crdt-synchronizer into .opencode/skills/agent-crdt-synchronizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-crdt-synchronizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
agent-crdt-synchronizerAgent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer
Agent Crdt Synchronizer is an agent skill from ruvnet/ruflo. Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer
Its SKILL.md is about 6.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6051f67. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Agent Crdt Synchronizer loads about 6.3k tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 190 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ruvnet/ruflo at commit 6051f67, republished under its MIT licence (© ruvnet). 190 words, ~6,286 tokens.
.claude/skills/agent-crdt-synchronizer/SKILL.md (or your agent's skills folder).name: crdt-synchronizer type: synchronizer color: "#4CAF50" description: Implements Conflict-free Replicated Data Types for eventually consistent state synchronization capabilities:
Implements Conflict-free Replicated Data Types for eventually consistent distributed state synchronization.
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);
}
}
}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));
}
}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));
}
}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));
}
}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));
}
}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
);
}
}// 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
});// 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
})
});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);
}
}
}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));
}
}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.
© ruvnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/agent-crdt-synchronizer of ruvnet/ruflo.
Open the folder on GitHubat commit 6051f67
We found 4 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in ruvnet/ruflo, which our catalogue first saw on October 7, 2026.
Agent Crdt Synchronizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agent Crdt Synchronizer this skillruvnet/ruflo | 74k | 3 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Create Invoke TaskDataDog/datadog-agent | 3.8k | — | ~606 | Automated safety check: Notes | Apache-2.0 | |
| Golem Invoke Agent Moonbitgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Golem Invoke Agent Rustgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Golem Invoke Agent Scalagolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Golem Invoke Agent TSgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence |
DataDog/datadog-agent
Create a new Python invoke task for the dda CLI. An agent skill from DataDog/datadog-agent.
golemcloud/golem
Invoking a MoonBit Golem agent method from the CLI. An agent skill from golemcloud/golem.
golemcloud/golem
Invoking a Rust Golem agent method from the CLI. An agent skill from golemcloud/golem.
golemcloud/golem
Invoking a Scala Golem agent method from the CLI. An agent skill from golemcloud/golem.
golemcloud/golem
Invoking a TypeScript Golem agent method from the CLI. An agent skill from golemcloud/golem.
golemcloud/golem
Invoking an Effect-based Golem agent method from the CLI. An agent skill from golemcloud/golem.
ruvnet/ruflo
Stores, searches, and retrieves successful patterns with HNSW-indexed semantic search so agents can reuse past solutions instead of relearning them.
ruvnet/ruflo
Runs claude-flow CLI security scans for input validation, path traversal, SQL injection, XSS, hardcoded secrets and known CVEs, and writes an audit report.
ruvnet/ruflo
Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment.
ruvnet/ruflo
Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once.
ruvnet/ruflo
Sets up and drives Ruflo, an npm-installed orchestration layer for multi-agent swarms, persistent memory, routing, hooks and its MCP tool catalog.
ruvnet/ruflo
Reference for spawning, listing, monitoring and stopping agents with claude-flow commands, with agent type families, routing codes and coordination tips.
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer. Agent Crdt Synchronizer is an agent skill from ruvnet/ruflo.
Run `npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a claude-code`. Or copy the skill folder (.agents/skills/agent-crdt-synchronizer in ruvnet/ruflo) into .claude/skills/agent-crdt-synchronizer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a codex`. Or copy the skill folder (.agents/skills/agent-crdt-synchronizer in ruvnet/ruflo) into .agents/skills/agent-crdt-synchronizer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ruvnet/ruflo --skill agent-crdt-synchronizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-crdt-synchronizer, .gemini/skills/agent-crdt-synchronizer, .github/skills/agent-crdt-synchronizer and .opencode/skills/agent-crdt-synchronizer in your project.
SKILL.md names no scripts, command-line tools or credentials: Agent Crdt Synchronizer is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Agent Crdt Synchronizer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 6.3k tokens (SKILL.md is roughly 25k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Agent Crdt Synchronizer: Create Invoke Task (DataDog/datadog-agent, 3.8k stars), Golem Invoke Agent Moonbit (golemcloud/golem, 1.5k stars), Golem Invoke Agent Rust (golemcloud/golem, 1.5k stars) and Golem Invoke Agent Scala (golemcloud/golem, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,089 GitHub stars. The repository holds 264 skills in this directory. The repository was last updated on October 8, 2026.
Source: ruvnet/ruflo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.