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

Quinn Vidal

Staff Engineer · Checkout · Product Engineering

OccasionalActive 20h ago
Craft posture
81
+3 vs last month
Tokens used / mo
74M tokens
74,295,757 tokens · spend, not output
Optimizable / mo (est.)
8.2M tokens
11% of tokens recoverable
Acceptance rate
62%in band
3 sessions / wk · band ~55–80%

Craft score

Craft posture vs team

81craft posture
+3vs last month

Skill profile

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

Prompt clarity80
Planning / plan mode90
Test-driven flow70
Context management93
Tool selection68
Diff review discipline75
Security hygiene81

Recommended coaching

Prioritized by value at stake

low
Right tool for the jobTool selection

Scores 68/100 on Tool selection, the lowest in their profile and has 2 open risk flag(s).

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

Risk flags

2 total

  • high
    Policy violation
    Attempted edit outside allowed workspace path
  • high
    PII in transcript
    Customer email addresses appeared in transcript

Coaching notes

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