analyze-cv

Analyze candidate CVs against an engineering career framework using fit-pathway.

4|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/forwardimpact/monorepo --skill analyze-cv
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-cv
Source: https://github.com/forwardimpact/monorepo/tree/main/products/basecamp/template/.claude/skills/analyze-cv
Command: npx skills add https://github.com/forwardimpact/monorepo --skill analyze-cv

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires fit-pathway, and includes references (resource) components.

What problem does it solve?

This Skill automates the evaluation of candidate CVs against a defined engineering career framework, providing objective assessments of skill alignment, track fit, and career level.

Core Features & Use Cases

  • Framework-Grounded Assessment: Analyzes CVs against predefined skills, behaviors, and levels using the fit-pathway tool.
  • Objective Evaluation: Generates structured reports detailing strengths, gaps, and hiring recommendations based on evidence.
  • Use Case: When a new CV is received, this Skill can automatically assess the candidate's suitability for a specific engineering role, highlighting areas for further interview focus.

Quick Start

Analyze the CV located at 'knowledge/Candidates/JaneDoe/CV.pdf' against the 'Software Engineer Level II - Platform' role.

Frequently Asked Questions about analyze-cv

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

FAQPage Schema
How do I assess a candidate CV against an engineering career framework?

To assess a candidate CV against an engineering career framework, you analyze the document for skill alignment, estimate career level, and identify track fit. This structured evaluation generates objective hiring recommendations based on framework evidence.

Can I compare candidates to specific engineering roles like forward deployed or platform tracks?

Yes, you can compare candidates to specific engineering roles by identifying track fit for forward deployed versus platform tracks. The assessment evaluates CV evidence against the structured framework to determine the most suitable engineering path.

What is framework-grounded CV analysis for hiring recommendations?

Framework-grounded CV analysis is an automated evaluation method that matches candidate skills and behaviors against a predefined engineering career framework. It produces structured assessments detailing strengths, gaps, and objective hiring recommendations based on evidence.

Do I need the fit-pathway tool to analyze engineering candidate fit?

Yes, you need the fit-pathway CLI tool to analyze engineering candidate fit. It serves as the underlying dependency for this Skill, executing the structured assessment logic to evaluate skill alignment and estimate career levels from the CV.

How do I identify skill gaps from a CV for an engineering interview?

To identify skill gaps from a CV for an engineering interview, analyze the document against a structured career framework. The resulting assessment highlights missing skills and behaviors, providing specific areas to target during further interview focus.