Create a copy-paste AI prompt pack for a recruiter hiring for [ROLE AND LEVEL] at [COMPANY CONTEXT]. The approved hiring information is [JOB MATERIALS]. The recruiting process and constraints are [PROCESS AND CONSTRAINTS]. Our candidate communication voice is [COMMUNICATION STYLE]. Produce seven distinct prompts, each 110-170 words, with square-bracket fields a recruiter can fill in. Cover: (1) intake-meeting questions that expose must-haves, trainable skills, deal-breakers, scorecard evidence, compensation boundaries, and interview ownership; (2) a sourcing brief with target titles, adjacent backgrounds, exclusions, and search terms; (3) personalized outreach using only supplied candidate facts; (4) a structured phone-screen guide; (5) a candidate-facing process update; (6) an interviewer debrief synthesis from notes; and (7) a respectful rejection draft. Each prompt must state the exact output format, distinguish verified facts from assumptions, and prohibit invented candidate details, compensation claims, company claims, or interview feedback. The sourcing and screening prompts must focus on job-related evidence, not protected characteristics or proxies. Do not use AI to make a final hire/no-hire decision, rank people based on protected traits, infer health, family status, age, ethnicity, religion, disability, gender identity, or other sensitive attributes, or create exclusion criteria unrelated to the role.
Begin with a one-paragraph usage note explaining that a recruiter remains responsible for validating claims, applying consistent criteria, and following applicable hiring policy and law. If a required input is missing, ask up to 3 clarifying questions before producing the pack. Before finalizing, check that every prompt maps to an actual stage in the process and that no prompt asks the model to infer unsupported information about a candidate or apply a criterion absent from the approved job materials.
Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [ROLE AND LEVEL] | State the job title, seniority, location, and employment type. | Senior Product Designer, individual contributor, hybrid in Chicago, full-time |
| [COMPANY CONTEXT] | Describe the company, team, business situation, and why the role exists. | Series B B2B software company; the design team is growing from three to five people to support a new analytics product |
| [JOB MATERIALS] | Paste the approved job description, scorecard, requirements, and compensation guidance if approved for sharing. | Must have 5+ years product design, shipped complex web workflows, strong research partnership, and portfolio evidence of end-to-end ownership; preferred experience with analytics tools |
| [PROCESS AND CONSTRAINTS] | Describe interview stages, timelines, decision makers, hiring policies, and any location or work-authorization constraints. | Recruiter screen, hiring manager interview, portfolio review, cross-functional panel, references; candidates must be eligible to work in the US without future sponsorship |
| [COMMUNICATION STYLE] | Describe the approved tone for candidate messages and any words or claims to avoid. | Warm, direct, and specific; do not imply a guaranteed timeline or discuss equity before the approved offer stage |
How to use
- Paste approved job materials and the actual interview process before generating the pack.
- Have the hiring manager validate the must-haves, trainable skills, and scorecard before sourcing begins.
- Use AI drafts for organization and wording, then verify every candidate-specific statement against the profile or notes.
- Follow up with: “Adapt the phone-screen prompt into a scorecard with behavioral anchors for each approved competency.”
Variations
Intake guide
Use this before opening a requisition or starting outreach.
Create a 45-minute recruiter intake guide for [ROLE] with [HIRING MANAGER]. Use [JOB DESCRIPTION] and [TEAM CONTEXT]. Produce timed questions covering business outcome, must-have evidence, trainable gaps, first-90-day priorities, target backgrounds, compensation range approved for discussion, interview stages, and decision rights. End with a one-page written scorecard template containing only job-related criteria and behavioral evidence. Flag conflicts between the job description and the manager’s answers. Do not create criteria based on protected traits, prestige signals, or personal similarity. Check that each question changes a sourcing, screening, or interview decision.
Outreach sequence
Use this when you need a short, factual first-contact sequence for passive candidates.
Draft a three-message recruiting outreach sequence for [ROLE] at [COMPANY]. Use only these approved company and role facts: [APPROVED FACTS]. Personalize message one from these verified candidate details: [CANDIDATE FACTS]. The messages should be [TONE], 70-110 words each, with clear spacing and one low-pressure call to action. Include a subject line for each email and a brief LinkedIn version. Do not claim that the candidate is a perfect fit, mention unverified accomplishments, imply urgency that is not real, or promise compensation or flexibility beyond approved facts. Check every personalized sentence against the supplied candidate details.
Debrief summary
Use this after interviews to organize evidence without replacing the hiring panel’s decision.
Synthesize these interview notes for [CANDIDATE] against the approved scorecard: [SCORECARD] and [INTERVIEW NOTES]. Create a neutral debrief memo with a section for each competency: evidence observed, unanswered questions, conflicting feedback, and proposed follow-up question. Separate factual notes from interviewer interpretation. Do not recommend hire or no-hire, infer protected characteristics, or turn a single anecdote into a general conclusion. Preserve attribution where notes disagree. End with a list of missing evidence the panel should resolve. Before finalizing, confirm every conclusion is tied to quoted or paraphrased interview notes.
Tips
- Make the scorecard before sourcing; it is harder to evaluate candidates consistently after the team has already formed preferences from resumes.
- Require candidate-facing drafts to use only verified profile details, since a false personalization line damages trust quickly.
- Keep interview notes tied to observable evidence and role criteria; replace labels such as “not senior enough” with the behavior or missing evidence behind them.
- Use AI to summarize competing notes, but have the hiring team resolve conflicts and make the decision under its hiring policy.
FAQ
Can recruiters use AI to screen candidates?
AI can help structure questions and summarize supplied notes, but recruiters should apply approved job-related criteria consistently and retain human accountability. Avoid using it to infer sensitive traits or make final employment decisions.
How can I personalize recruiting outreach safely?
Provide only facts you have verified from the candidate’s public profile, portfolio, or prior conversation. Do not invent motivations, career goals, or achievements.
Should a prompt include compensation?
Include only ranges and terms approved for that stage and jurisdiction. Do not ask the model to estimate or promise compensation.