Recruiting Screener Agent
In-house talent teams and recruiting agencies
Human ResourcesIntermediate8.64-6 weeks to MVP
Problem
Recruiters skim hundreds of CVs per role, apply inconsistent judgement, and lose good candidates to slow response times.
Solution
An agent that parses applications, scores each candidate against a structured role scorecard with quoted evidence, drafts personalized outreach, and books screening calls.
Tech stack
Next.jsClaude/GPT-4PDF/DOCX parserPostgreSQLCalendar API
Required integrations
- ATS (Greenhouse, Lever, Workable)
- Calendar (Google, Outlook)
- Email for candidate outreach
Key features
- CV and application parsing
- Scorecard grading with quoted evidence
- Bias guardrails and audit log
- Draft outreach with edit-before-send
- Screening call scheduling
RecruitingHRScreeningStructured output
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- Monetization notes
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Guides for this build
Read these alongside the spec.