Interview System Designer
FreeStreamline your interview processes with structured planning.
Free · Opens the source repo
What Interview System Designer does
The Interview System Designer skill provides a comprehensive framework for creating and managing interview processes tailored to specific roles and levels within an organization. This skill is particularly useful for HR professionals, hiring managers, and recruiters who want to ensure a consistent and fair interviewing approach. By utilizing this skill, users can generate structured interview loops that not only standardize question quality but also help maintain a consistent hiring signal across different interviewers.
With the ability to plan interview loops by role and level, users can customize their hiring processes to align with the competencies required for each position. The skill offers round-by-round focus and timing recommendations, ensuring that each part of the interview is purposeful and aligned with the overall objectives. Additionally, it provides suggested question sets tailored to the type of interview round, which helps in maintaining a high standard of questioning throughout the process.
The skill also emphasizes the importance of bias reduction and process consistency. It offers guidance on how to mitigate potential biases in the interview process and ensures that all interviewers are calibrated on scoring rubrics. This is crucial for organizations that prioritize diversity and fairness in their hiring practices. By following the recommended workflows and best practices provided, users can effectively design, implement, and refine their interview processes over time, leading to better hiring outcomes and improved candidate experiences.
When to use it
Use this skill when you need to design role-specific interview processes, create standardized question banks, or calibrate interview loops for consistency.
When not to use it
This skill may not be suitable for informal hiring processes or when rapid hiring is prioritized over structured assessments.
What you can build with it
Designing a Senior Engineer Interview Loop
Generate a structured interview loop tailored for a Senior Software Engineer position, ensuring all competencies are covered.
Creating a Question Bank
Utilize the skill to build a comprehensive question bank for various roles, enhancing the quality of interview questions.
Calibrating Interviewer Scoring
Implement the skill's framework to align scoring rubrics among interviewers, promoting consistency and fairness in evaluations.
How to install Interview System Designer
View source1. Install with the skills CLI
npx skills add alirezarezvani/claude-skills/interview-system-designer --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by alirezarezvaniInterview System Designer
Comprehensive interview loop planning and calibration support for role-based hiring systems.
Overview
Use this skill to create structured interview loops, standardize question quality, and keep hiring signal consistent across interviewers.
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
Quick Start
# Generate a loop plan for a role and level
python3 scripts/interview_planner.py --role "Senior Software Engineer" --level senior
# JSON output for integration with internal tooling
python3 scripts/interview_planner.py --role "Product Manager" --level mid --json
Recommended Workflow
- Run
scripts/interview_planner.pyto generate a baseline loop. - Align rounds to role-specific competencies.
- Validate scoring rubric consistency with interview panel leads.
- Review for bias controls before rollout.
- Recalibrate quarterly using hiring outcome data.
References
references/interview-frameworks.mdreferences/bias_mitigation_checklist.mdreferences/competency_matrix_templates.mdreferences/debrief_facilitation_guide.md
Common Pitfalls
- Overweighting one round while ignoring other competency signals
- Using unstructured interviews without standardized scoring
- Skipping calibration sessions for interviewers
- Changing hiring bar without documenting rationale
Best Practices
- Keep round objectives explicit and non-overlapping.
- Require evidence for each score recommendation.
- Use the same baseline rubric across comparable roles.
- Revisit loop design based on quality-of-hire outcomes.
Frequently asked questions about Interview System Designer
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