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Recruiting & Interview Assistant

⏱️ 25 min

The most time-consuming parts of recruiting: writing JDs, screening resumes, creating interview questions, recording feedback, sending response emails. AI can give you frameworks and drafts — you trim and make final calls.

1) Job Descriptions

  • Prompt:
You are a hiring manager. Write a JD based on the following:
Role: xxx, Level: xx
Team background: ...
Required skills / nice-to-haves / work model / location
Output: role highlights, key responsibilities, hard skills, soft skills, performance metrics, salary range (optional), application email. No exaggerated or misleading descriptions.
  • Ask AI for both a "short version (social media)" and "detailed version (company website)" to keep messaging consistent.

2) Resume Screening & Scoring

  • Have AI output "match score + evidence citations + areas of concern + clarification questions."
  • For missing key info, ask AI to generate "questions to ask" rather than guessing.
  • Quick note: include the instruction Do not make biased judgments based on gender/age/school to reduce risk.

3) Interview Guides & Question Banks

  • Generate "structured interview questions + scoring rubric + follow-up paths."
  • For technical/case questions, have AI provide "expected answer points" and "common mistakes."
  • For behavioral interviews: require STAR format examples and a scoring rubric.

4) Interview Notes & Feedback

  • Feed in interview notes/recording summaries and ask AI to output: Summary, strengths/risks, hire recommendation (with reasoning), info gaps, feedback email draft for the candidate.
  • For multiple interviewers' feedback, have AI merge and flag "conflicting points / items to confirm."

5) Offer/Rejection & Candidate Communication

  • Have AI provide "respectful and concise" rejection templates in multiple languages.
  • Offer attachments and sensitive terms must be confirmed by humans. Ask AI to flag "requires HR review" fields.

6) Risk & Compliance

  • Anti-discrimination: instruct AI not to reference gender/age/marital/parental status.
  • Privacy: if resumes or recordings contain sensitive info, use enterprise/private models or create redacted summaries.
  • Documentation: interview conclusions need supporting evidence — avoid "gut feeling" assessments.

7) Practice

Pick a role you're currently hiring for. Have AI output both JD versions, an interview guide, a scoring rubric, and rejection/feedback templates. Use a real resume (redacted) to generate "match score + clarification questions," then adjust manually.