v1v2
role
trust
Loopmason·Northwind Technologies/Whole organization
Engineers
IW

Ines Wang

Senior Engineer · Analytics · Data & ML

DormantActive 18d ago
Craft posture
80
+3 vs last month
Tokens used / mo
71M tokens
71,145,261 tokens · spend, not output
Optimizable / mo (est.)
7.8M tokens
11% of tokens recoverable
Acceptance rate
52%below band
0 sessions / wk · band ~55–80%

Craft score

Craft posture vs team

80craft posture
+3vs last month

Skill profile

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

Prompt clarity64
Planning / plan mode88
Test-driven flow71
Context management63
Tool selection69
Diff review discipline77
Security hygiene76

Recommended coaching

Prioritized by value at stake

low
Tighten context managementContext management

Scores 63/100 on Context management, the lowest in their profile.

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

Recent sessions

All sessions

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