Sam Reed

Senior Engineer · API Platform · Platform

ActiveActive 0m ago

Craft posture

+5 vs last month

Tokens used / mo

58M tokens

58,489,081 tokens · spend, not output

Optimizable / mo (est.)

2.9M tokens

5% of tokens recoverable

Acceptance rate

91%above band

7 sessions / wk · band ~55–80%

Craft posture vs team

92craft posture

+5vs last month

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

Prompt clarity96

Planning / plan mode98

Test-driven flow98

Context management98

Tool selection92

Diff review discipline98

Security hygiene98

Prioritized by value at stake

low

Right tool for the job — Tool selection

Scores 92/100 on Tool selection, the lowest in their profile.

Action: Review when to use search vs. edit vs. subagentsExpected: Faster task completion

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