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AI usage dashboard

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

syn-a-bad has usageMetadata.promptTokenCount=-100, outside the allowed range. Skip it with usage_shape_deviation, without whole-file rejection; import other records normally.

Expectations

  • One event, syn-a-ok: input_total=1000, output_total=50, cache_read=400, total_tokens=1050; files[0].status=“complete”, source health=degraded.
  • One usage_shape_deviation diagnostic; no qwen:syn-a-bad event.
  • Summary: call_count=1, input_total_known=1000, output_total_known=50, cache_read_known=400, total_tokens_known=1050.