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billing-core · claude-opus-4-8 · 11m · 2h ago · Noah Ford

Part of: Usage-metering accuracy

Session tokens

9.2M tokens

1.8M raw tokens

Avoidable tokens (est.)

8.3M tokens

90% of session

Quality

craft check score

Outcome

Abandoned

1 cycles · 0 corrections · 11m wall-clock

PromptGenerateVerifyCorrect

11mabandoned

1 verify events · 0 accepts without verify — chips are pinned to the cycles that triggered them.

Grounded answers with mandatory cycle citations

Answers are PROXY — generated over the measured transcript. This query is visible to the engineer in their access log.

What drove the score — pinned to its cycles

Verification discipline60
Every accepted diff was preceded by a verify-type event
Plan-mode discipline56
No plan-mode use in this session
Correction load98
No correction loops — the work converged forward
Prompt clarity87
Context, constraints, and a done-condition raise first-pass acceptance

Clean session — no risk flags.