Act as a talent acquisition partner preparing a structured hiring plan for this opening. Use only the information I provide, and treat company policy and legal requirements as controlling. Role and business need: [ROLE AND BUSINESS NEED] Job description and must-have criteria: [JOB DESCRIPTION] Company hiring policy or process: [HIRING POLICY] Location, employment terms, and approved compensation information: [ROLE TERMS] Current hiring stage and materials needed: [CURRENT STAGE] Create a hiring packet with these sections: 1. Intake summary: business need, outcomes for the first 6–12 months, reporting line, location, and approved terms. 2. Candidate scorecard: 5–7 job-related criteria, each with a definition, evidence to seek, and a 1–4 rating anchor. Separate required qualifications from preferred qualifications. 3. Interview plan: interview stages, owners, duration, structured questions, and what each question is intended to assess. Avoid duplicate assessments across interviews. 4. Candidate communication: one short outreach or status-update email appropriate to the current stage. 5. Process risks: missing approvals, ambiguous requirements, inaccessible interview practices, compensation-equity concerns, or criteria that could create inconsistent decisions. Do not infer protected characteristics, write exclusionary language, make compensation promises, or screen candidates using schools, names, addresses, graduation years, or other proxies unrelated to job performance. Do not create a job requirement that is absent from the job description. Before answering, check that every interview question maps to a scorecard criterion and flag any policy conflict or missing approval. Ask up to 3 clarifying questions only if a required input is missing.
Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [ROLE AND BUSINESS NEED] | Describe the role, team, manager, and business problem the hire will address. | Senior Customer Success Manager reporting to the VP of Customer Success; reduce churn among 25 mid-market accounts. |
| [JOB DESCRIPTION] | Paste the approved job description, including required and preferred qualifications. | Required: 5+ years in B2B SaaS customer success, renewal ownership, executive business reviews. Preferred: experience with HubSpot and healthcare software. |
| [HIRING POLICY] | Paste relevant recruiting policy, interview rules, approval steps, and equal-opportunity guidance. | Use a documented scorecard for every interview; two trained interviewers for panel stages; compensation offers require People and Finance approval. |
| [ROLE TERMS] | Provide approved location, work arrangement, employment type, pay range if shareable, and authorization requirements. | Full-time, remote in the U.S.; approved base salary range $105,000–$125,000 plus variable pay; work authorization required. |
| [CURRENT STAGE] | State where the search is and which materials you need, such as intake, screen questions, or interview plan. | Before sourcing; need intake summary, scorecard, and first-round phone screen plan. |
How to use
- Paste the approved role materials and the exact policy language your team follows.
- Check that every requirement is job-related and that the pay information matches approved guidance.
- Share the scorecard with interviewers before interviews begin so ratings use the same anchors.
- Follow up with: “Turn the phone-screen section into a 30-minute interviewer script with rating notes.”
Variations
Job description audit
Use before posting a role that may contain vague or unnecessary requirements.
Audit this job description for a [ROLE]: [JOB DESCRIPTION]. Apply these hiring rules: [POLICY]. Return a table with each requirement, whether it is essential, the business reason, a less exclusionary rewrite where needed, and any missing outcome-based expectation. Preserve approved role facts and do not add degree, years-of-experience, or tool requirements without support. Flag language that could discourage qualified applicants or make structured evaluation difficult. Then provide a clean revised description of 350–500 words. Ask up to 3 questions only for missing role facts.
Structured interview
Use to prepare an interviewer for one defined competency.
Create a structured [INTERVIEW LENGTH]-minute interview for a [ROLE] assessing [COMPETENCY]. The approved job criteria are [SCORECARD CRITERIA], and the interviewer is [INTERVIEWER ROLE]. Provide an opening script, four behavior-based questions, allowed follow-ups, evidence to listen for, red flags tied only to job performance, and 1–4 rating anchors. Do not ask about protected characteristics, family status, medical history, age, citizenship beyond approved work authorization, or other non-job topics. Check that each question has one clear scoring purpose.
Candidate update
Use to send a respectful status update after a hiring decision or delay.
Draft a candidate email for [SCENARIO] in the hiring process for [ROLE]. The facts I may state are [APPROVED FACTS], and the tone should be [TONE]. Keep it 90–140 words. State the decision or timing clearly, avoid individualized feedback unless explicitly authorized, and do not imply future consideration unless it is real. Include a contact path for accommodations or process questions if required by [POLICY]. Check that the message contains no unsupported explanation or promise.
Tips
- Build the scorecard from outcomes and observable evidence, not from a list of impressive-sounding credentials.
- Use the same core questions and rating anchors for candidates at the same stage; it makes comparisons more defensible.
- Keep “preferred” qualifications separate from disqualifying requirements so they do not become informal knockout filters.
- Treat AI-generated outreach as a draft: confirm the approved pay range, location restrictions, and response timeline before use.
FAQ
Can AI rank applicants for me?
It can help organize job-related evidence against a pre-approved scorecard, but a qualified hiring team should make decisions and review for bias and policy compliance.
Can I use AI to write interview questions?
Yes, if the questions map to approved job criteria and are reviewed for legal and company-policy issues before use.
Should I paste resumes into a public AI tool?
Follow your privacy, security, and candidate-data policies first. Remove unnecessary personal data where your policy requires it.