mem-search: Smart Memory Search

Search cowork-mem with two complementary modes — keyword FTS5 and semantic TF-IDF. Use both for important queries; keyword finds exact matches, semantic finds related ideas.

Quick Search

Keyword (FTS5 — fast, exact):

python3 {SKILL_DIR}/scripts/memory_store.py search "<query>" --limit 10

Semantic (TF-IDF — finds related concepts):

COWORK_MEM_DB=~/mnt/.claude/.cowork-mem/memory.db \
python3 {SKILL_DIR}/scripts/vector_search.py "<query>" --limit 10