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Use a conservative visible-history estimate when providers omit usage, and compact then retry when a provider reports context overflow. Keep the granular GDK compaction seam and cover both fallback paths. Co-authored-by: Michael Neale <michael.neale@gmail.com> Signed-off-by: Jimmy <1fe240cd1a8cf775f6f3060f115e5a303181f3abf28ad4cb0c2515f4a02b36a8@meshllm.communities.buzz.xyz>