Jamal Reed

Software Engineer · Analytics · Data & ML

OccasionalActive 1d ago

Craft posture

+2 vs last month

Tokens used / mo

46M tokens

46,371,070 tokens · spend, not output

Optimizable / mo (est.)

9.3M tokens

20% of tokens recoverable

Acceptance rate

56%in band

3 sessions / wk · band ~55–80%

Craft posture vs team

62craft posture

+2vs last month

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

Prompt clarity64

Planning / plan mode53

Test-driven flow73

Context management57

Tool selection57

Diff review discipline65

Security hygiene71

Prioritized by value at stake

medium

Adopt plan mode for large tasks — Planning / plan mode

Scores 53/100 on Planning / plan mode, the lowest in their profile.

Action: Enable plan-first on multi-file changes; review one togetherExpected: Fewer wrong-direction reworks

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