Requirements Translator
AI job brief parser. Translates vague hiring briefs into structured, measurable criteria.
80% Feature Complete Core parsing live
2 Use Cases Parser + negotiation aid
Claude AI Backbone Structured extraction
Can AI turn vague job briefs into structured hiring criteria that both sides agree on?
Requirements Translator takes unstructured hiring briefs and produces structured, measurable criteria using the Claude API. Built with PHP, SQLite, and the Claude API.
Key learning: The tool becomes a negotiation aid between recruiter and hiring manager, not just a parsing utility.
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