---
name: equipment-risk-review
description: Review equipment failure-risk predictions against dated evidence and a defined evaluation window.
---

# Equipment risk review

Use this guidance when reviewing an equipment failure-risk prediction.

1. Identify the equipment ID, prediction ID and the question being answered.
2. Record the evidence cutoff and evaluation window before interpreting risk.
3. Compare each observation timestamp with the cutoff. Flag observations newer
   than the cutoff; do not present them as inputs to the original prediction.
4. Separate the predicted probability from an observed equipment failure.
5. Report missing evidence and the effect on what can be concluded.
6. Follow references/review-checklist.md and use references/example-case.md
   as the bounded comparison fixture.
7. End with: identifiers, evidence timing, prediction versus observation,
   missing information, and a proposed next check.

Do not change the prediction, record an outcome, approve a write or claim that
maintenance was performed. Those actions require their own supported workflow.