Chen Iyer

Engineer II · ML Platform · Data & ML

Power userActive 22h ago

Craft posture

+5 vs last month

Tokens used / mo

44M tokens

44,165,101 tokens · spend, not output

Optimizable / mo (est.)

4.4M tokens

10% of tokens recoverable

Acceptance rate

60%in band

21 sessions / wk · band ~55–80%

Craft posture vs team

83craft posture

+5vs last month

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

Prompt clarity84

Planning / plan mode73

Test-driven flow70

Context management66

Tool selection95

Diff review discipline94

Security hygiene77

Prioritized by value at stake

low

Tighten context management — Context management

Scores 66/100 on Context management, the lowest in their profile.

Action: Teach scoping files & /clear discipline on long sessionsExpected: ~20% token savings

2 total

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