ai-pm-interview-diagnosis

Diagnose AI PM interview transcripts using a nine-dimension scoring framework.

71|9|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/chusimin/AIPM-Skills --skill ai-pm-interview-diagnosis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-pm-interview-diagnosis
Source: https://github.com/chusimin/AIPM-Skills/tree/main/ai-pm-interview-diagnosis
Command: npx skills add https://github.com/chusimin/AIPM-Skills --skill ai-pm-interview-diagnosis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI PM interviews require structured, data-driven feedback to improve performance. This Skill provides a formal diagnostic workflow that parses interview transcripts, scores responses across nine dimensions, and generates actionable, personalized improvement plans.

Core Features & Use Cases

  • Nine-dimension evaluation across Structure, Professional Depth, Business Acumen, Vision & Insight, Communication, Learning Ability, Transferable Skills, Interview Strategy, and Salary Negotiation.
  • Per-question diagnostics with original quotes and targeted, personalized improvement scripts.
  • JD alignment to evaluate fit and tailor responses for a given role.
  • End-to-end output as a Markdown report saved to the standard outputs location, ready for review and practice.

Quick Start

Upload your interview transcript and, if available, the target JD; I will generate a diagnostic report with per-question analysis and an actionable development plan.

Frequently Asked Questions about ai-pm-interview-diagnosis

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

FAQPage Schema
How do I analyze an AI product manager interview transcript to find areas for improvement?

Analyzing an AI product manager interview transcript involves parsing responses against a nine-dimension scoring framework covering Structure, Business Acumen, and Vision. This diagnostic process generates per-question feedback with targeted first-person improvement scripts and an actionable development plan.

What's the best way to evaluate AI PM interview responses against a job description?

Evaluating AI PM interview responses against a job description requires JD alignment to measure candidate fit and tailor answers. This approach matches transcript quotes to role requirements, producing a personalized Markdown report that highlights targeted areas for interview strategy refinement.

What dimensions are scored when diagnosing AI product manager interview performance?

Diagnosing AI product manager interview performance scores nine dimensions: Structure, Professional Depth, Business Acumen, Vision & Insight, Communication, Learning Ability, Transferable Skills, Interview Strategy, and Salary Negotiation. Per-question diagnostics apply these criteria to generate concrete, personalized improvement scripts.

Can I get personalized feedback scripts for individual AI PM interview questions?

Personalized feedback scripts for AI PM interview questions are generated through per-question diagnostics. By extracting original quotes from the interview transcript, the diagnostic workflow produces concrete first-person improvement scripts targeting specific weaknesses identified within the nine-dimension evaluation framework.

Do I need a clean transcript to generate an AI PM interview diagnostic report?

Generating an AI PM interview diagnostic report requires a clean transcript as the primary input, along with an optional job description for JD alignment. Providing both inputs allows the workflow to parse responses accurately and output a structured Markdown report with actionable development plans.

How to prepare an actionable development plan after an AI product manager interview?

Preparing an actionable development plan after an AI product manager interview requires parsing the transcript to score responses across nine dimensions. The resulting Markdown diagnostic report provides structured feedback, per-question analysis, and concrete first-person improvement scripts to guide targeted practice.