Scottcjn

Memory Architecture — Data skill for Claude Code

Data community

Configure, maintain, and troubleshoot the Qdrant vector database layer of Memory OS.

How to install Memory Architecture

Installs to ~/.claude/skills/scottcjn-memory-os-elyan-edition-memory-architecture/SKILL.md

Terminal

mkdir -p ~/.claude/skills/scottcjn-memory-os-elyan-edition-memory-architecture && curl -fsSL https://raw.githubusercontent.com/Scottcjn/memory-os-elyan-edition/HEAD/skills/memory-architecture.md -o ~/.claude/skills/scottcjn-memory-os-elyan-edition-memory-architecture/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Memory Architecture does

name: memory-architecture description: "Configure, maintain, and troubleshoot the Qdrant vector database layer of Memory OS. Covers collection setup, embedding pipeline, hybrid search, decay/archival, semantic dedup, fallback cascade, and all production pitfalls." version: 1.0.0 triggers:

Setting up Qdrant from scratch
Debugging why Qdrant returns empty results
Configuring the decay scanner for the first time
Diagnosing why semantic dedup finds no duplicates
Understanding

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