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Loopmason·Northwind Technologies/Whole organization
Sessions

Upgrade Terraform provider + plan

billing-core · claude-haiku-4-5 · 106m · 21h ago · Aditi Turner

Part of: Invoice rounding fixes

78
Session tokens
545K tokens
1.6M raw tokens
Avoidable tokens (est.)
491K tokens
90% of session
Quality
78
craft check score
Outcome
Abandoned

Loop replay

8 cycles · 1 corrections · 106m wall-clock

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

8 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 discipline53

    No plan-mode use in this session

  • Correction load84

    1 of 8 cycles were corrections of earlier output

  • Prompt clarity84

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

Risk flags

Clean session — no risk flags.