VIBE-GUY GUILD
Practicing Analyst · L2 ·
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Welcome back, .

Current focus:

Fault Differentiation in Multi-Fault Scenarios

Today's Training

Suggested concept module

Why Looseness Creates Unstable Phase

Suggested quiz drill

Phase Interpretation Challenge

Suggested practice case

Unbalance Detection

Your Craft — In Progress

Workstreams active

3

Recent case outcomes

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Confidence calibration trend

Reviews contributed this month

12

Active Workstreams

Fault Differentiation

Remaining cases3
Peer reviews pending2
Last activity702 days ago

Phase Analysis Fundamentals

Remaining cases5
Peer reviews pending0
Last activity703 days ago

Trend Interpretation

Remaining cases7
Peer reviews pending1
Last activity704 days ago

Recommended Practice

Proof & Feedback

CHALLENGED

"Your phase interpretation was solid, but consider the effect of load variation on the 2× peak."

Sarah M.View thread
VERIFIED

"Correct call on the bearing fault. Evidence was clear and well-referenced."

Mike T.View thread