How It Works
1
Paste your resume and a job description
2
Claude analyzes both and identifies skill matches, gaps, and keyword alignment
3
Get a fit score with a clear breakdown of what's working and what's missing
4
Receive an honest recommendation: apply now, fix your gaps first, or move on to a better fit
Product Decisions
| Component | Technology | Purpose |
|---|---|---|
| Frontend | React + Tailwind CSS | Fast, responsive UI |
| Analysis | Claude API | Nuanced skill matching and gap identification |
| Development | Claude Code | Agentic coding assistant for rapid prototyping |
Built with Claude Code: Used Claude Code as my coding partner to scaffold the React app, iterate on prompt design, and debug API integration. What would have taken a weekend took an afternoon. Claude Code handled boilerplate while I focused on the core matching logic and UX decisions.
What I Learned
- 💡 I iterated on the rules for scoring. It helped to ask Claude to identify all scenarios and edge cases, then refine the scoring logic for each one.
- 💡 Documenting product requirements and constraints upfront (in CLAUDE.md) meant less back-and-forth and more consistent implementation across iterations.