docs: add DuckDB support design for Spider2 DBT#129
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…lect description-generation extracted sampleTable/sampleColumn as bare locals and called them without `this`, crashing every class-based connector with "Cannot read properties of undefined (reading 'assertConnection')" during deep ingest. Binding restores method context. relationship-profiling fell back to SQLite-flavored GROUP_CONCAT for any driver without an explicit branch, breaking DuckDB statistical validation with a parser error and stranding all proposals in review. Added a duckdb branch using STRING_AGG/CHR(31).
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Adds a Spider2-DBT benchmark handoff describing the current experiment, orchestrator flow, pilot results, and why DuckDB context is the next blocker. Adds the approved DuckDB support design covering connector scope, CLI/MCP/semantic-layer execution, sqlglot handling, safety constraints, tests, and docs. This is documentation-only; validation ran through git diff --check and the commit hooks, including dead-code, Knip, and detect-secrets.