Xavier Wang

Engineer II · Analytics · Data & ML

ActiveActive 2d ago

Craft posture

+3 vs last month

Tokens used / mo

46M tokens

45,761,356 tokens · spend, not output

Optimizable / mo (est.)

7.8M tokens

17% of tokens recoverable

Acceptance rate

59%in band

23 sessions / wk · band ~55–80%

Craft posture vs team

69craft posture

+3vs last month

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

Prompt clarity52

Planning / plan mode60

Test-driven flow60

Context management68

Tool selection66

Diff review discipline66

Security hygiene63

Prioritized by value at stake

medium

Improve prompt specificity — Prompt clarity

Scores 52/100 on Prompt clarity, the lowest in their profile.

Action: Share the 'context-first prompt' playbook and pair on 2 tasksExpected: +8–12% acceptance rate

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