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AI usage dashboard

synthetic-negative-tokens expectations (manually calculated, synthetic)

syn-msg-bad has tokens.input=-100, outside the permitted range. This shape deviation does not reject the whole file. Skip that message, record usage_shape_deviation, and import the remaining messages normally.

Expectations

  • One event, syn-msg-ok: input_total=1000, output_total=50, cache_read=400, total_tokens=1050; files[0].status=“complete”, source health=degraded.
  • One diagnostic, code=usage_shape_deviation.
  • Summary: call_count=1, input_total_known=1000, output_total_known=50, cache_read_known=400, total_tokens_known=1050.