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memory-sync

Synchronize semantic memory across local and remote hosts with incremental updates.

6|Updated Nov 14, 2025
Search Tags:#automation#orchestration#embedding#incremental#semantic-memory#cross-host#memory-sync
One-click install
npx skills add https://github.com/junghan0611/agent-config --skill memory-sync-junghan0611
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory-sync
Source: https://github.com/junghan0611/agent-config/tree/main/skills/memory-sync
Command: npx skills add https://github.com/junghan0611/agent-config --skill memory-sync-junghan0611

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tsx, and includes scripts (resource) components.

What problem does it solve?

Incremental semantic memory synchronization across local and remote environments to prevent context loss and avoid costly full reindexes.

Core Features & Use Cases

  • Incremental local sessions and local org indexing to minimize work and costs.
  • Safe cross-host synchronization to the oracle, preserving coherence across harnesses.
  • Pre-flight cost estimation and a user approval gate to guard against spikes and unintended changes.

Quick Start

Start an incremental memory sync between your local machine and the oracle host to align recent sessions and the org index while throttling updates to control costs.

Frequently Asked Questions about memory-sync

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I sync semantic memory across local and remote hosts without a full reindex?▼

Cross-host semantic memory sync coordinates multiple AI harnesses using incremental indexing and throttled updates. It enforces pre-flight cost estimation, user approval, and verification to maintain coherence across devices.

What is the best way to estimate costs before synchronizing AI session indexes?▼

Incremental local session and org indexing minimizes computational work by only processing recent changes. This approach reduces operational costs compared to full semantic reindexing across remote environments.

Do I need ssh and rsync tooling to coordinate multiple AI harnesses across devices?▼

Yes, cross-host synchronization to the oracle relies on shell scripts and rsync/ssh tooling. These dependencies establish secure connections for throttling incremental updates and preserving session coherence.

Does semantic memory sync work with incremental updates for local sessions and org indexes?▼

Yes, the workflow applies incremental local sessions and local org indexing to minimize work. It throttled processing to control costs while syncing recent changes to the remote oracle host.

Why does cross-host synchronization require a user approval gate?▼

The user approval gate prevents unintended changes during cross-host synchronization. By enforcing pre-flight cost estimation and verification, it guards against spikes and maintains coherence across AI harnesses.

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