Kira Klein

Software Engineer · Checkout · Product Engineering

ActiveActive 2d ago

Craft posture

+6 vs last month

Tokens used / mo

54M tokens

54,311,589 tokens · spend, not output

Optimizable / mo (est.)

8.1M tokens

15% of tokens recoverable

Acceptance rate

64%in band

6 sessions / wk · band ~55–80%

Craft posture vs team

73craft posture

+6vs last month

Where they're strong and where to coach — PROXY scores from telemetry; weights in Settings → Scoring

Prompt clarity74

Planning / plan mode70

Test-driven flow55

Context management64

Tool selection78

Diff review discipline62

Security hygiene61

Prioritized by value at stake

medium

Lead with tests — Test-driven flow

Scores 55/100 on Test-driven flow, the lowest in their profile.

Action: Coach on 'write the failing test first' loopExpected: Higher completion rate, fewer regressions

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