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Loopmason·Northwind Technologies/Whole organization
Sessions

Debug flaky auth integration test

api-graph · claude-sonnet-4-6 · 39m · 23h ago · Aditi Turner

Part of: Rate limiter for public API

91
Session tokens
1.3M tokens
1.3M raw tokens
Avoidable tokens (est.)
154K tokens
12% of session
Quality
91
craft check score
Outcome
Completed

Loop replay

2 cycles · 0 corrections · 39m wall-clock

PromptGenerateVerifyCorrect
#1
15maccepted
#2
23maccepted

2 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 discipline66

    No plan-mode use in this session

  • Correction load98

    No correction loops — the work converged forward

  • Prompt clarity97

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

Risk flags

Caught in this session

  • low
    Prod access
    Session touched production database credentials
    Flagged in-session by your risk rules
  • low
    Secret exposure
    Possible API key pasted into prompt context
    Flagged in-session by your risk rules