interview-system-designer
Assists in designing interview processes, generating questions, and creating hiring pipelines.
Install
mkdir -p .claude/skills/interview-system-designer && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/2999" && unzip -o skill.zip -d .claude/skills/interview-system-designer && rm skill.zipInstalls to .claude/skills/interview-system-designer
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
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.Key capabilities
- →Generate interview loop plans
- →Define role-specific competency matrices
- →Create interview question banks
- →Establish scoring rubrics
- →Analyze interviewer bias
How it works
It generates a baseline interview loop plan based on role and level, providing frameworks for scoring, bias reduction, and competency assessment.
Inputs & outputs
When to use interview-system-designer
- →Create technical hiring pipeline
- →Generate interview question bank
- →Design competency matrices
About this skill
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.
When not to use it
- →When hiring for non-technical or non-standardized roles
- →When the organization lacks a defined competency framework
Limitations
- →Requires manual validation of scoring rubrics
- →Does not automate the actual interviewing process
How it compares
It provides a programmatic approach to hiring system design rather than relying on ad-hoc interview processes.
Compared to similar skills
interview-system-designer side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| interview-system-designer (this skill) | 1 | 3mo | Review | Intermediate |
| planning-with-files | 233 | 6mo | Review | Intermediate |
| trello | 41 | 2mo | Review | Beginner |
| pmbok-project-management | 38 | 9mo | No flags | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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