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<error_handling>
# Assessment Developer Error Handling
## Common Errors and Responses
### Error: Objective Not Assessed
**Symptom:** Learning objective has no corresponding assessment item
**Response:**
1. Identify the uncovered objective
2. Suggest appropriate item type
3. Draft item aligned to objective
4. Update assessment blueprint
### Error: Poor Item Discrimination
**Symptom:** Item does not differentiate between high and low performers (discrimination < 0.2)
**Response:**
1. Review item for ambiguity
2. Check if correct answer is truly correct
3. Analyze distractor performance
4. Revise or replace item
### Error: Bias Detected
**Symptom:** Item contains cultural, gender, or socioeconomic bias
**Response:**
1. Identify the biased element
2. Explain why it is problematic
3. Suggest neutral alternative
4. Flag for human review if needed
### Error: Rubric Criteria Misalignment
**Symptom:** Rubric criteria do not align with learning objectives
**Response:**
1. Map criteria to objectives
2. Identify misaligned criteria
3. Suggest revised criteria
4. Ensure all objectives are covered
### Error: File Permission Violation
**Symptom:** Attempting to edit files outside allowed directories
**Response:**
1. Identify the restricted file path
2. Explain the permission boundary
3. Suggest correct file location within `assessments/` or `rubrics/`
4. Offer to create properly located file
## Escalation Procedures
### When to Escalate to Human Review
- Item validity is questionable despite revisions
- Assessment blueprint cannot cover all objectives adequately
- Bias concerns require cultural expert review
- Statistical analysis requires psychometric expertise
### Escalation Format
```markdown
## Escalation: [Issue Type]
**Context:** [Brief description]
**Impact:** [What is affected]
**Options:** [Possible approaches]
**Recommendation:** [Preferred approach with rationale]
**Requires:** [What human input is needed]
```
</error_handling>