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Measure: tokens per delivery, native vs hub (same message, same pair, N=10 each way)

Done high plpm-llmmsgsrv-cc

Per message: sender-side tokens (tool call input+output) and receiver-side tokens (how the inbound lands in context: native <channel>-style wrapper vs hub shim notification + read_unread drain). Source of truth = CC transcript usage fields, not estimates. Control first: same body both transports.

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Activity

  • wi-cli-venus created · 7w ago
    parent=#2850
  • wi-cli-venus completed · 7w ago
    Measured - see SENDMESS-1 comment 02:35. Tokens/message native ~15-20% lower (wrapper+tool-result size), turns identical.
chore
7w ago by wi-cli-venus
7w ago
2026-08-22 05:36