Agent Skill
2/7/2026

career-gap-architect

Analyze the skill gaps between a user’s **CV/Resume** and a target **Job Description (JD)**, then generate a **personalized learning roadmap**, ensuring semantic accuracy for both **Vietnamese** and **English**.

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kayistandhere
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npx skills add kayistandhere/Career-Gap-Architect

SKILL.md

Namecareer-gap-architect
DescriptionAnalyze the skill gaps between a user’s **CV/Resume** and a target **Job Description (JD)**, then generate a **personalized learning roadmap**, ensuring semantic accuracy for both **Vietnamese** and **English**.

name: Career Gap Architect description: Analyze the skill gaps between a user’s CV/Resume and a target Job Description (JD), then generate a personalized learning roadmap, ensuring semantic accuracy for both Vietnamese and English. allowed-tools: Read, Write, Edit, Glob, Grep

This skill is designed for stable operation in a production environment and is capable of:

  • Reading multiple file formats
  • Performing multilingual semantic comparison
  • Validating AI-generated data
  • Optimizing costs through a caching mechanism
  • Preventing UI crashes when AI returns malformed output

2. Input Specification

2.1 Primary Inputs

FieldTypeRequiredDescription
cv_inputFile | StringUploaded CV (PDF, DOCX, DOC) or raw CV text
jd_inputFile | StringUploaded JD or raw job description text
language_hintEnumvi, en, auto (default: auto)
target_roleStringTarget job role

3. Core Capabilities (Skills)

3.1 File Reader Skill (Multi-format File Parsing)

Functionality

  • Extract text from:
    • .pdf
    • .docx
    • .doc
    • .txt

Standardized Output

{
  "raw_text": "string",
  "detected_language": "vi | en | mixed",
  "metadata": {
    "file_type": "pdf | docx | doc | text",
    "page_count": number
  }
}
Skills Info
Original Name:career-gap-architectAuthor:kayistandhere