interview-debrief

Analyze interview transcripts to produce structured debriefs with Three Laws grading and next-round predictions.

1|Updated Feb 24, 2026
One-click install
npx skills add https://github.com/jonalexjames84/portfolio --skill interview-debrief-jonalexjames84
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-debrief
Source: https://github.com/jonalexjames84/portfolio/tree/main/job-search-os/.claude/skills/interview-debrief
Command: npx skills add https://github.com/jonalexjames84/portfolio --skill interview-debrief-jonalexjames84

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps interviewers, coaches, and candidates convert raw interview transcripts into structured debriefs that score responses, decode interviewer signals, and predict next-round outcomes. It standardizes feedback so career-growth conversations are actionable and repeatable.

Core Features & Use Cases

  • Three Laws-based grading for each question to surface structure, specificity, and product/technical craft.
  • Signal analysis to identify where interviewers probe deeply or lose interest, guiding targeted practice.
  • Next-round prediction and recovery guidance, plus attachable templates for thank-you notes and improvement plans.

Quick Start

Provide a transcript file path or paste transcript to generate a complete debrief with scores, insights, and next steps.

Frequently Asked Questions about interview-debrief

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

FAQPage Schema
How do I turn interview transcripts into structured feedback and coaching insights?

You can turn interview transcripts into structured feedback by pasting the transcript text or providing a file path to generate a debrief with scores, signal analysis, and next-round predictions. The skill standardizes feedback to make career-growth conversations actionable.

What is signal analysis in an interview debrief?

Signal analysis in an interview debrief identifies where interviewers probe deeply or lose interest based on transcript text. It decodes interviewer signals to guide targeted practice and surface specific strengths and gaps in responses.

Can I grade behavioral and product sense interview responses using a standardized framework?

Yes, you can grade behavioral and product sense responses using the Three Laws grading framework. The skill scores structure, specificity, and product or technical craft across multiple categories including Execution, Technical, and Culture Fit.

How do I predict next-round interview outcomes from a transcript?

You can predict next-round outcomes by providing a transcript, which triggers analysis of responses to generate predictions and recovery guidance. It also attaches templates for thank-you notes and improvement plans to support future prep.

What is the best way to format interview debriefs for reuse across coaching sessions?

The best way to format interview debriefs for reuse is to output them as structured YAML or markdown. This reusable format includes scores, insights, and next steps, ensuring feedback remains repeatable across career-growth conversations.

Does this interview debrief tool support domain-adaptive categories for technical interviews?

Yes, the tool supports domain-adaptive categories alongside standard Technical, Behavioral, and Execution formats. It detects profession targets via career-plan cues to accurately score responses and surface gaps across specialized domains.