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Loopmason·Northwind Technologies/Whole organization
Sessions

Upgrade Terraform provider + plan

mobile-app · claude-opus-4-8 · 89m · 1d ago · Viktor Bose

Part of: Offline cart sync repair

63
Session tokens
1.2M tokens
242K raw tokens
Avoidable tokens (est.)
145K tokens
12% of session
Quality
63
craft check score
Outcome
Completed

Loop replay

8 cycles · 3 corrections · 89m wall-clock

PromptGenerateVerifyCorrect
#1
12maccepted
#2
11maccepted
correction
#3
12maccepted
#4
14mrejected
correction
#5
8maccepted
#6
6mrevised
#7
13mrejected
#8
13maccepted
correction

7 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 discipline38

    No plan-mode use in this session

  • Correction load51

    3 of 8 cycles were corrections of earlier output

  • Prompt clarity69

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

Risk flags

Clean session — no risk flags.