MemFS Search

Semantic search over your memory filesystem. Useful when Grep isn't enough — finding conceptually related blocks, discovering forgotten reference files, or answering "what do I know about X" across all memory.

Setup

First time only. Run the setup script to create the index and generate embeddings:

bash <SKILL_DIR>/scripts/memfs-search.sh setup

This creates a QMD collection over $MEMORY_DIR, adds context annotations, and embeds all .md files. First run downloads ~2GB of local GGUF models to ~/.cache/qmd/models/.

For installation, embedding model options, and troubleshooting: references/qmd-setup.md.

Searching

Three tiers. Pick based on what you know about your query: