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Loopmason·Northwind Technologies/Whole organization
Sessions

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payments-svc · claude-sonnet-4-6 · 137m · 2d ago · Isha Shah

Part of: Payment webhook idempotency

85
Session tokens
1.8M tokens
1.8M raw tokens
Avoidable tokens (est.)
215K tokens
12% of session
Quality
85
craft check score
Outcome
Completed

Loop replay

10 cycles · 1 corrections · 137m wall-clock

PromptGenerateVerifyCorrect
#1
11maccepted
#2
13maccepted
#3
18maccepted
#4
13mrejected
correction
#5
16maccepted
#6
15maccepted
#7
13mrejected
#8
17maccepted
#9
10maccepted
#10
14maccepted

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

Ask this session

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.

Quality analysis

What drove the score — pinned to its cycles

  • Verification discipline98

    Every accepted diff was preceded by a verify-type event

  • Plan-mode discipline60

    No plan-mode use in this session

  • Correction load87

    1 of 10 cycles were corrections of earlier output

  • Prompt clarity91

    Context, constraints, and a done-condition raise first-pass acceptance

Risk flags

Clean session — no risk flags.