wunki/amplify

Creates an Ampi-ready SQLite vault from a folder of documents (md, markdown, txt, docx, doc) or an existing SQLite source table. Builds keyword search (FTS5), optional sparse semantic search, a search_schema contract, and an amplify_search_manifest so Ampi tools (search_vault_keyword, search_vault_semantic, search_vault_deep, lookup_vault_records) work immediately. Use when the user wants to build a new Ampi vault, ingest documents into a searchable SQLite database, check whether an existing vault passes the Ampi search contract, or re-build a vault from updated documents. Don't use for general SQLite database creation, non-Ampi document stores, CSV imports, querying an existing vault, or adding documents to an already-built vault without re-ingesting.

Implements optimistic UI patterns in Elixir Phoenix LiveView: instant client feedback before server confirmation, loading states, rollback/revert on failure, race condition guards, stream insert/delete animations, undo windows, and accessibility for async interactions. Use when the user needs LiveView interactions to feel immediate, wants to add loading indicators or spinners, needs to handle double-submit or double-click, wants to animate stream inserts or deletes, needs undo/rollback for destructive actions, is dealing with stale data or flicker under latency, or needs aria-live announcements for optimistic state changes. Don't use for general LiveView form validation or changeset errors (use liveview-forms instead), non-LiveView frontend frameworks (React, Vue, Svelte), or server-side performance optimization unrelated to perceived UI responsiveness.