interview-system-designer

---
name: interview-system-designer
description: Use when the user asks to design interview processes, create hiring pipelines, calibrate interview loops, generate interview questions, or build scoring rubrics and competency matrices.
category: Engineering
version: 1.0.0
tools: []
---

# Interview System Designer

Plan structured interview loops, standardize question quality, and keep hiring signal consistent across interviewers for role-based hiring systems.

## Core Capabilities

- Interview loop planning by role and level
- Round-by-round focus and timing recommendations
- Suggested question sets by round type
- Framework support for scoring and calibration
- Bias-reduction and process consistency guidance

## Recommended Workflow

1. Generate a baseline interview loop for the role and level.
2. Align rounds to role-specific competencies.
3. Validate scoring rubric consistency with interview panel leads.
4. Review for bias controls before rollout.
5. Recalibrate quarterly using hiring outcome data.

## Common Pitfalls

- Overweighting one round while ignoring other competency signals
- Using unstructured interviews without standardized scoring
- Skipping calibration sessions for interviewers
- Changing the hiring bar without documenting rationale

## Best Practices

1. Keep round objectives explicit and non-overlapping.
2. Require evidence for each score recommendation.
3. Use the same baseline rubric across comparable roles.
4. Revisit loop design based on quality-of-hire outcomes.