interview-prep

Name: interview-prep
Availability: InStock
Author: matymatyk-business

Automate interview preparation, execution, and debrief workflows from candidate CSV data.

61|11|Updated Jun 15, 2026

Search Tags:#interview #hiring #debrief #candidates #question-generation #master-questions

Ready to run

npx skills add https://github.com/Matymatyk-business/david-skills --skill interview-prep-matymatyk-business

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: interview-prep
Source: https://github.com/Matymatyk-business/david-skills/tree/main/skills/interview-prep
Command: npx skills add https://github.com/Matymatyk-business/david-skills --skill interview-prep-matymatyk-business

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end interview workflow, including parsing candidate CSV data, building TLDR summaries, generating per-candidate files with tailored questions, tracking asked questions and live notes during the interview, and performing a structured post-interview debrief.

Core Features & Use Cases

Parse the latest candidate CSV from ~/Downloads and extract key details for rapid triage.
Copy the role-specific master interview questions into a per-candidate file to ensure consistency.
Generate 5–6 sharp, candidate-specific questions to probe gaps and verify claims.
Track asked questions and capture live notes in the per-candidate file for auditability.
Execute a post-interview debrief to produce a structured verdict and next steps.
Support workflows for “Next candidate,” “Compare candidates,” and “Edit the master” only when required.

Quick Start

Use the Parse + Init flow to create the candidate file from the newest responses-*.csv, then generate 5–6 custom questions for that candidate.

Frequently Asked Questions about interview-prep

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

FAQPage Schema

How do I automate interview preparation and candidate debrief workflows?▼

Automating interview preparation involves parsing candidate CSV data, generating role-specific questions, tracking live notes, and executing a structured post-interview debrief. This Skill automates the end-to-end process from initial triage to final verdict.

How do I generate tailored interview questions from candidate data?▼

Generating tailored interview questions requires parsing candidate CSV data and copying role-specific master questions into a per-candidate file. The system then produces 5–6 sharp, candidate-specific questions to probe gaps and verify claims.

Can I track live interview notes and asked questions per candidate?▼

Tracking live interview notes is supported by storing asked questions and real-time observations in a dedicated per-candidate file. This ensures full auditability and structured data capture during the interview execution phase.

Does this interview workflow require specific file formats or templates?▼

This interview workflow requires access to role-specific master question files, per-candidate file templates, and a live candidate file. It parses the latest responses-*.csv from your Downloads directory to extract key details for triage.

What is the best way to compare candidates after an interview?▼

The best way to compare candidates is by executing a post-interview debrief that produces a structured verdict and next steps. This Skill supports candidate comparison workflows by analyzing the tracked notes and asked questions from individual files.

How does a post-interview debrief work for hiring decisions?▼

A post-interview debrief works by analyzing the live notes and asked questions captured in the per-candidate file to produce a structured verdict. This automates the final hiring decision and outlines actionable next steps.