The Fit Assessment is different from chat—it needs to return structured data that your UI can display with color-coded verdicts.
What to Ask Your AI IDE
"Create a fit assessment feature with:
- An API route at /api/fit-assessment
- Input: job description text
- Output: structured JSON with verdict, summary, matching skills, and transferable skills
- Use my background from ai-context.ts"
The Three Verdicts
STRONG MATCH
Most skills align
PARTIAL MATCH
Some gaps, some fits
NOT A FIT
Missing key skills