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…zvec
Refactor the backup tool and skill into a broader "memory management"
system. Cloud backup/restore (push/pull/status) is preserved with full
backward compatibility ('backup' is an alias for 'memory'). Two new
subcommands are added:
- memory index --path <dir>: chunks .md files by heading, generates
feature-hash embeddings (256-dim), and stores them in a local zvec
HNSW index for fast approximate nearest-neighbor search.
- memory search <query> --path <dir>: converts the query to the same
vector space and returns the top-k most similar memory chunks with
file paths, headings, line numbers, and similarity scores.
Local search is fully offline — no network or authentication required.
https://claude.ai/code/session_017TjuWQCrpzPM4rYdTTPFBQ
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Refactor the backup tool and skill into a broader "memory management"
system. Cloud backup/restore (push/pull/status) is preserved with full
backward compatibility ('backup' is an alias for 'memory'). Two new
subcommands are added:
feature-hash embeddings (256-dim), and stores them in a local zvec
HNSW index for fast approximate nearest-neighbor search.
vector space and returns the top-k most similar memory chunks with
file paths, headings, line numbers, and similarity scores.
Local search is fully offline — no network or authentication required.
https://claude.ai/code/session_017TjuWQCrpzPM4rYdTTPFBQ