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Enables AI agents to keep structured, typed records in SQLite sheets with stable row ids, versions, and per-write audit history, so data survives across sessions and multiple agents. Lookups are fuzzy with an explicit match status, writes are version-checked and dry-run by default, and sheets can be created, queried, searched, and analyzed through MCP tools.