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Switched edstem thread <ref> --json to a compact thread JSON shape that keeps source-grounded reply content while removing redundant structure and surfacing endorsed and staff signals.
Changed
Compact thread JSON now hoists users, omits default false/zero/empty fields, trims timestamp fractions, and keeps XML content behind --include-html instead of carrying it by default.
On a corpus of 39 real thread dumps measured with tiktokeno200k_base, compact thread JSON reduced total payload from 74,364 tokens to 28,466 tokens, saving 45,898 tokens overall (-61.72%).
On the same sample set, the mean savings were 1,176.87 tokens per thread (-55.88% on average), with a median savings of 397 tokens per thread (-54.61%).
Representative samples from the same corpus ranged from 8,973 -> 2,852 tokens (-68.22%) on a large thread to 518 -> 254 tokens (-50.97%) on a small thread.