analyze-resume

Parse PDF or text resumes and generate objective candidate evaluation reports.

Updated Mar 13, 2026
One-click install
npx skills add https://github.com/gmh5225/k-skills --skill analyze-resume-gmh5225
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-resume
Source: https://github.com/gmh5225/k-skills/tree/main/skills/productivity/analyze-resume
Command: npx skills add https://github.com/gmh5225/k-skills --skill analyze-resume-gmh5225

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually reviewing resumes for software engineering, test development, and frontend roles is time-consuming and prone to inconsistent evaluations. This Skill automates candidate assessment to deliver standardized, objective analysis reports in seconds.

Core Features & Use Cases

  • Structured Resume Parsing: Extracts project experience, technical strengths, and potential red flags from PDF or text resumes for software engineering, test development, and frontend candidates.
  • Comprehensive Candidate Assessment: Generates objective evaluations of candidate strengths, weaknesses, and suspicious claims based on resume content, with clear justifications for all judgments.
  • Tailored Interview Prep: Creates progressive, role-aligned interview questions and relevant LeetCode algorithm problem recommendations tied to the candidate's specific technical background. Use case: A hiring manager can input a candidate's resume and get a full evaluation report plus ready-to-use interview materials without spending hours on manual review.

Quick Start

Use the analyze-resume skill to evaluate the attached software engineer candidate resume and generate a complete interview analysis report.

Frequently Asked Questions about analyze-resume

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

FAQPage Schema
How do I automate resume analysis for software engineering candidates?

Automate resume analysis by inputting PDF or text resumes to generate structured evaluations of technical strengths, project experience, and potential red flags. This standardizes candidate profiling and delivers objective assessment reports in seconds without manual review.

Can I generate custom interview questions based on a candidate's resume?

Generate custom interview questions by parsing the candidate's resume to create a progressive, role-aligned question bank. This tailored interview prep directly matches the specific technical background and project experience listed on the resume.

How do I identify suspicious claims or red flags in a tech resume?

Identify suspicious claims through objective candidate evaluation that analyzes resume content for inconsistencies and potential red flags. The assessment provides clear justifications for all judgments to highlight weaknesses or exaggerated technical strengths.

Can I get LeetCode problem recommendations for interviewing frontend candidates?

Get LeetCode problem recommendations by analyzing frontend candidate resumes to suggest relevant algorithm problems. These recommendations are specifically tied to the candidate's technical background and the role requirements.

Does this resume evaluation tool require external APIs or dependencies?

This resume evaluation tool requires no external APIs or dependencies to function. It processes PDF or text input internally to deliver standardized candidate profiling, suspicious claim identification, and efficient interview preparation.

What is the best way to assess test development candidates from a PDF resume?

Assess test development candidates by parsing their PDF resumes to extract project experience and technical strengths. The tool generates comprehensive candidate assessments with objective evaluations of strengths, weaknesses, and tailored interview materials.