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Loopmason·Northwind Technologies/Whole organization
Sessions

Refactor checkout totals + add tests

design-system · claude-opus-4-8 · 85m · 3h ago · Quinn Vidal

Part of: Token theming rollout

77
Session tokens
10M tokens
2.1M raw tokens
Avoidable tokens (est.)
1.3M tokens
12% of session
Quality
77
craft check score
Outcome
Completed

Loop replay

7 cycles · 0 corrections · 85m wall-clock

PromptGenerateVerifyCorrect
#1
12maccepted
#2
15maccepted
#3
12mrejected
#4
15maccepted
#5
12mrejected
#6
11maccepted
accepted w/o verify
#7
10maccepted

6 verify events · 1 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 discipline80

    1 of 5 accepts had no verify event between diff and accept

  • Plan-mode discipline52

    No plan-mode use in this session

  • Correction load98

    No correction loops — the work converged forward

  • Prompt clarity83

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

Risk flags

Caught in this session

  • high
    Policy violation
    Attempted edit outside allowed workspace path
    Flagged in-session by your risk rules
  • high
    PII in transcript
    Customer email addresses appeared in transcript
    Flagged in-session by your risk rules