Liam Cohen

Senior Engineer · Mobile · Product Engineering

DormantActive 19d ago

Craft posture

+11 vs last month

Tokens used / mo

63M tokens

63,323,439 tokens · spend, not output

Optimizable / mo (est.)

9.5M tokens

15% of tokens recoverable

Acceptance rate

79%in band

0 sessions / wk · band ~55–80%

Craft posture vs team

73craft posture

+11vs last month

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

Prompt clarity82

Planning / plan mode81

Test-driven flow83

Context management62

Tool selection86

Diff review discipline63

Security hygiene79

Prioritized by value at stake

low

Tighten context management — Context management

Scores 62/100 on Context management, the lowest in their profile and has 1 open risk flag(s).

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

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