interview-designer

Convert role requirements into scorecards, forensic resume scans, and future-performance simulations.

588|41|Updated May 13, 2026
One-click install
npx skills add https://github.com/zai-org/Synapse --skill interview-designer-zai-org
Or copy as Structured Prompt for Agent
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Skill: interview-designer
Source: https://github.com/zai-org/Synapse/tree/main/.setup/skills/clawhub/skills/interview-designer
Command: npx skills add https://github.com/zai-org/Synapse --skill interview-designer-zai-org

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Transforms traditional interview prep into an evidence-based process by converting role requirements into a formal scorecard, conducting forensic resume evaluation, and running future-performance simulations to predict on-the-job outcomes.

Core Features & Use Cases

  • Scorecard → Forensic Scan → Future Simulation workflow to design interview guides.
  • Dynamic expert-panel war room prompts with Geoff Smart, Lou Adler, and Daniel Kahneman to ensure objective evaluation standards.
  • Output templates and guided formats that present Red Flags, Green Signals, and future-performance simulations for reproducible assessments.

Quick Start

Define the role scorecard, run a forensic resume scan against a candidate, and generate a future-simulation interview guide.

Frequently Asked Questions about interview-designer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an evidence-based interview guide with red and green signals?

Evidence-based interview guides are created by converting role requirements into a formal scorecard, running a forensic resume scan, and generating templates with explicit Red Flags and Green Signals for reproducible assessments.

What is forensic resume evaluation in structured interview design?

Forensic resume evaluation is a structured scan that analyzes candidate resumes against a formal role scorecard to identify objective evidence, supporting bias-control and future-performance simulations during interview planning.

How do I reduce hiring bias using a structured interview scorecard?

Reduce hiring bias by applying a structured scorecard workflow that uses dynamic expert-panel perspectives to enforce objective evaluation standards and generate future-performance simulations across candidate assessments.

Can I simulate future on-the-job performance before finalizing an interview guide?

Yes, future-performance simulations are generated after defining the role scorecard and forensic resume scan, predicting on-the-job outcomes to ensure the interview guide accurately targets required competencies.

Does interview planning at scale require predefined templates for every role?

Interview planning at scale uses output templates and guided formats to present Red Flags, Green Signals, and future-performance simulations, ensuring repeatable war-room workflows across multiple candidate assessments.

What is the best way to structure a war-room workflow for candidate assessments?

The best way to structure a war-room workflow is implementing a Scorecard, Forensic Scan, and Future Simulation sequence, applying dynamic expert-panel perspectives to maintain objective evaluation standards across candidates.