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Loopmason·Northwind Technologies/Whole organization
Sessions

Fix N+1 query in billing report

search-svc · claude-opus-4-8 · 45m · 2h ago · Omar Menon

Part of: Search relevance tuning

58
Session tokens
777K tokens
155K raw tokens
Avoidable tokens (est.)
93K tokens
12% of session
Quality
58
craft check score
Outcome
In progress

Loop replay

5 cycles · 0 corrections · 45m wall-clock

PromptGenerateVerifyCorrect
#1
14maccepted
#2
9mrejected
#3
9maccepted
#4
11mrejected
#5
3maccepted
accepted w/o verify

4 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 discipline67

    1 of 3 accepts had no verify event between diff and accept

  • Plan-mode discipline33

    No plan-mode use in this session

  • Correction load98

    No correction loops — the work converged forward

  • Prompt clarity64

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

Risk flags

Clean session — no risk flags.