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docs: refresh October 2026 Agent portfolio evidence - #1
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Refresh Chinese and English portfolio guides plus sanitized engineering case studies for Memory VNext, Scene-first writer, layered recall/activation, Context observability, and pre-action recall.
Explicitly separate public runnable capabilities, deployed source-product capabilities, and the R4-only memory reorganization review. No production code, private conversations, keys, server paths, or memory card contents are copied.
Documentation-only update; inspect diff before merge.