Fix N+1 query in billing report

web-storefront · claude-opus-4-8 · 65m · 19h ago · Aditi Turner

Part of: Checkout retry logic hardening

Session tokens

9.1M tokens

1.8M raw tokens

Avoidable tokens (est.)

1.1M tokens

12% of session

Quality

craft check score

Outcome

In progress

6 cycles · 0 corrections · 65m wall-clock

PromptGenerateVerifyCorrect

12maccepted

11maccepted

8maccepted

14mrejected

12mrejected

10maccepted

6 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 discipline98
Every accepted diff was preceded by a verify-type event
Plan-mode discipline62
No plan-mode use in this session
Correction load98
No correction loops — the work converged forward
Prompt clarity93
Context, constraints, and a done-condition raise first-pass acceptance

Caught in this session

critical
PII in transcript
Customer email addresses appeared in transcript
Flagged in-session by your risk rules