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.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/alirezarezvani/claude-skills --skill interview-system-designer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads interview-system-designer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Interview 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.
FAQ
What does the interview-system-designer skill do?
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.
How do I install interview-system-designer?
Run npx skills add https://github.com/alirezarezvani/claude-skills --skill interview-system-designer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/interview-system-designer/ (personal) or .claude/skills/interview-system-designer/ (project).
Which AI agents can use interview-system-designer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is interview-system-designer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains interview-system-designer?
It is published by alirezarezvani in alirezarezvani/claude-skills. It has 673 recorded installs.
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