Interview System Designer
Designs the hiring pipeline itself — interview loops, competency matrices, scoring rubrics, question banks — and audits existing loops for bias and calibration gaps.
Before & after
Same prompt, same agent — the only difference is the skill.
I can help you think through an interview loop for senior engineers. You'll want to make sure you're assessing the right skills and that interviewers are consistent in their evaluation. A typical loop might include some technical questions, a coding challenge, maybe a system design conversation, and a culture fit interview. Do you have a sense of what competencies are most critical for the role? How many interview rounds do you want?
SENIOR ENGINEER INTERVIEW SYSTEM COMPETENCY MATRIX (scored 1-4) Required Competencies: • Distributed Systems Design: 3/4 (core to role) • Code Quality & Testing: 3/4 (code review ownership) • Mentorship & Communication: 2/4 (tech lead path) • Rapid Problem-Solving: 3/4 (incident response) • Production Ownership: 3/4 (on-call readiness) INTERVIEW LOOP (4 rounds, 5-6 hours total) Round 1: Technical Interview (90 min, 1 engineer) Focus: Distributed Systems Design competency Prompt: Design a fault-tolerant payment processing system Rubric: Architecture decisions (40%), tradeoff analysis (30%), communication (30%) Round 2: Coding Challenge (90 min, 1 engineer) Focus: Code Quality & Rapid Problem-Solving Prompt: Implement and optimize a cache layer Rubric: Correctness (30%), efficiency (30%), test coverage (40%) Round 3: System Deep-Dive (60 min, 1 staff engineer) Focus: Production Ownership & debugging Prompt: Walk us through a production incident you owned Rubric: Root cause analysis (40%), ownership mindset (35%), learning (25%) Round 4: Leadership Round (30 min, hiring manager) Focus: Mentorship & Communication Prompt: How would you approach mentoring a junior engineer? CALIBRATION GUIDE Hiring Decision Rubric: Must-Pass Rounds: 1, 2 (both 3+ score) Bonus Signals: Mentorship examples in Round 4 Green Light: 3+ rounds at 3+ score Reject Threshold: Any round below 2 INTERVIEWER PREP 30-min training per interviewer on rubric calibration Mock interview with feedback before live rounds
About this skill
name: interview-system-designer description: Use when This skill should be used when the user asks to "design interview processes", "create hiring pipelines", "calibrate interview loops", "generate interview questions", "design competency matrices", "...
Interview System Designer
This skill should be used when the user asks to "design interview processes", "create hiring pipelines", "calibrate interview loops", "generate interview questions", "design competency matrices", "analyze interviewer bias", "create scoring rubrics", "build question banks", or "optimize hiring systems". Use for designing role-specific interview loops, competency assessments, and hiring calibration systems.
What you get
- Public GitHub repo (alirezarezvani/claude-skills)
- the interview-system-designer skill folder with SKILL.md. Part of a 337-skill / 30-agent / 70-command install.
Customize your output
- Fork the repo and adapt the skill's instructions and references to your workflow.
Example output
Activates automatically when your request matches Interview System Designer; chains with the other skills, agents, and commands in the collection.
Best for
Creators, builders, and teams using Claude Code.
SKILL.md preview
---
name: interview-system-designer
description: Use this skill when a user wants to design role-specific interview loops, competency matrices, scoring rubrics, question banks, or interviewer bias analysis to build or improve a hiring process.
version: 1.0.0
category: Development / Engineering
author: AgentVolt
license: proprietary
tags:
- development
- engineering
---
# Interview System Designer
Designs the hiring pipeline itself — interview loops, competency matrices, scoring rubrics, question banks — and audits existing loops for bias and calibration gaps.
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