SKILL.md – Career Gap Architect Agent
1. Skill Overview
Skill Name: Career Gap Architect
Objective:
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.
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
| Field | Type | Required | Description |
|---|---|---|---|
cv_input | File | String | ✅ | Uploaded CV (PDF, DOCX, DOC) or raw CV text |
jd_input | File | String | ✅ | Uploaded JD or raw job description text |
language_hint | Enum | ❌ | vi, en, auto (default: auto) |
target_role | String | ❌ | Target 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
json
{
"raw_text": "string",
"detected_language": "vi | en | mixed",
"metadata": {
"file_type": "pdf | docx | doc | text",
"page_count": number
}
}