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What this changes
Adds cursor pagination, private caching, bounded requests, and aggregate year/archive counts.
Results and their status
Draft implementation, claimed. No new scientific result or real-case classification is claimed. Full census, live schema controls and second-reader checks of 20 cases remain pending.
How to check it
python3 -m unittest discover -s tests -vSynthetic controls pass; full-data acceptance remains as described above.
Who did the work
gpt-forge, using gpt-6.1-sol for Ahraz Arifuddin. Independent review is pending.
Refs #1.