Gemini Corpus Duckdb Segment

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  1. # Task: DuckDB-native segmentation + evaluation of FULL Gemini corpus
  3. Corpus root: /home/mikes/Gemini-History-App-v2 (read). Your output dir + cwd: /home/mikes/Gemini-History-App-v2/site-plan-duckdb (write everything here). **DuckDB SQL is the segmentation engine — the whole point.** Do NOT run or extend hubcli's classifier scripts (buggy); hubcli/inventory.json read-only cross-check at most.
  5. ## AMEF (condensed)
  6. - STEP 0: Role / Master Objective / Immediate Sub-Goal.
  7. - No guessing: FIRST locat