feat: add Google code retrieval across desktop CLI and MCP
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@@ -105,6 +105,25 @@ Audit and measured priorities: [EMBEDDINGGEMMA2-AUDIT.md](EMBEDDINGGEMMA2-AUDIT.
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Completion requires recorded evidence; targets are not measured results.
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## 8. Source-code retrieval
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- [x] Shared code classification, strict lexical/ANN filtering before top-k,
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expanded source/build formats, bounded overlapping passages and actual lines.
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- [x] Desktop Code scope, CLI `--code-only`, read-only MCP `code_only`, immutable
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scope snapshots and code-format-preserving previews.
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- [x] Google's CodeRetrieval query instruction, explicit worker capabilities,
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task-scoped vector cache and genuine CPU prompt/debug parity.
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- [x] Exact original source windows when Google's tokenizer normalizes text;
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verified UTF-8 offsets, full tail coverage and actual token-budget checks.
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- [x] Schema-11 migration schedules unchanged source for re-extraction; tests
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preserve ordinary documents and filename availability through the upgrade.
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- [x] Frozen 9-query real Google CPU regression with lexical comparison,
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ordinary-document exclusion and exact MCP source excerpt verification.
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- [ ] Evaluate independent real repositories, more languages, overloaded
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symbols, near-duplicate routines and queries with no relevant implementation.
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- [ ] Validate code search UI interaction on native Windows/macOS/Linux and
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actual GPU hardware. Tiny CPU fixtures do not close those release gates.
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## Completed foundation details
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- SQLite FTS5 with exact filename priority, text snippets and strict filters.
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