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.