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

Isha Shah

Senior Engineer · SRE Core · Infrastructure & SRE

DormantActive 16d ago
Craft posture
79
-7 vs last month
Tokens used / mo
56M tokens
56,255,734 tokens · spend, not output
Optimizable / mo (est.)
6.8M tokens
12% of tokens recoverable
Acceptance rate
55%in band
0 sessions / wk · band ~55–80%

Craft score

Craft posture vs team

79craft posture
-7vs last month

Skill profile

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

Prompt clarity87
Planning / plan mode86
Test-driven flow65
Context management89
Tool selection85
Diff review discipline68
Security hygiene79

Recommended coaching

Prioritized by value at stake

low
Lead with testsTest-driven flow

Scores 65/100 on Test-driven flow, the lowest in their profile.

Action: Coach on 'write the failing test first' loopExpected: Higher completion rate, fewer regressions