Sam Farouk

Engineer II · API Platform · Platform

Power userActive 18h ago

Craft posture

-5 vs last month

Tokens used / mo

108M tokens

108,125,519 tokens · spend, not output

Optimizable / mo (est.)

13M tokens

12% of tokens recoverable

Acceptance rate

68%in band

22 sessions / wk · band ~55–80%

Craft posture vs team

79craft posture

-5vs last month

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

Prompt clarity85

Planning / plan mode70

Test-driven flow82

Context management91

Tool selection85

Diff review discipline82

Security hygiene63

Prioritized by value at stake

low

Security hygiene — Security hygiene

Scores 63/100 on Security hygiene, the lowest in their profile.

Action: Walk through secret-handling & allowed-paths policyExpected: Fewer risk flags

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