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Loopmason·Northwind Technologies/Whole organization
Sessions

Add rate limiting to public API

design-system · claude-haiku-4-5 · 143m · 1d ago · Blake Vidal

Part of: Token theming rollout

61
Session tokens
522K tokens
1.6M raw tokens
Avoidable tokens (est.)
63K tokens
12% of session
Quality
61
craft check score
Outcome
Completed

Loop replay

13 cycles · 3 corrections · 143m wall-clock

PromptGenerateVerifyCorrect
#1
15mrejected
#2
10mrevised
#3
11mrejected
#4
17maccepted
#5
5maccepted
accepted w/o verify
#6
7maccepted
accepted w/o verify
#7
10maccepted
correction
#8
6mrevised
#9
12maccepted
#10
14maccepted
#11
10mrejected
correction
#12
14mrejected
correction
#13
11mrevised

9 verify events · 2 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

    2 of 6 accepts had no verify event between diff and accept

  • Plan-mode discipline36

    No plan-mode use in this session

  • Correction load70

    3 of 13 cycles were corrections of earlier output

  • Prompt clarity67

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

Risk flags

Clean session — no risk flags.