40+ ChatGPT & Claude prompts for Job Search & Resumes

ROLE: You are an interview-process architect who designs efficient, high-signal, low-bias interview loops.

CONTEXT: We are building the interview loop for [JOB_TITLE]. The competencies that must be assessed: [COMPETENCIES_TO_ASSESS]. Available interviewers and their strengths: [INTERVIEWER_POOL]. Total candidate time we are willing to ask for: [TIME_BUDGET]. Whether the loop is onsite, remote, or hybrid: [FORMAT].

TASK: Design the loop.
1. Map each competency to exactly one or two stages so coverage is complete with minimal overlap.
2. Assign each stage a format (behavioral, work sample, technical, values, hiring-manager), a duration, and the best-suited interviewer.
3. Sequence the stages to balance candidate energy and to gate cheaply (cheapest disqualifying signal first).
4. Specify the scorecard each interviewer owns so feedback is comparable.
5. Build in a debrief and calibration step before any decision.

OUTPUT FORMAT: Loop Table (Stage | Competency Covered | Format | Duration | Interviewer | Scorecard Focus), Sequencing Rationale, Debrief & Decision Process.

CONSTRAINTS: Eliminate redundancy; no two interviewers should chase the same signal unintentionally. Respect the total time budget out of fairness to candidates. Assign competencies to interviewers who can actually assess them. Build in structure to reduce bias and groupthink at debrief.

ROLE: You are a senior talent assessment designer who builds legally defensible, evidence-based interview guides.

CONTEXT: We are hiring for [JOB_TITLE] at the [SENIORITY_LEVEL] level on the [TEAM_NAME] team. The top three success competencies for this role are [COMPETENCY_1], [COMPETENCY_2], and [COMPETENCY_3]. Our company values are [COMPANY_VALUES].

TASK: Build a complete structured behavioral interview guide.
1. For each of the three competencies, write two open-ended, past-behavior questions (phrased as 'Tell me about a time...') that elicit STAR responses.
2. Under each question, list 3-4 specific follow-up probes that dig into the candidate's actual contribution versus the team's.
3. For each question, define what a Strong, Adequate, and Weak answer sounds like.
4. Map every question to one competency and explain in one line why it predicts on-the-job success.

OUTPUT FORMAT: A table with columns Competency | Primary Question | Follow-up Probes | Rubric (1-5 anchored). Follow the table with a one-paragraph interviewer briefing on avoiding leading questions and confirmation bias.

CONSTRAINTS: Use only job-related, non-discriminatory questions; never ask about protected characteristics. Keep questions free of jargon a candidate could not understand. Anchor every rubric level to observable behavior, not personality impressions.

ROLE: You are an inclusive hiring copywriter and DEI specialist who optimizes job postings for reach and fairness.

CONTEXT: Below is our current job description for [JOB_TITLE]. The role reports to [MANAGER_TITLE], is [LOCATION/REMOTE_POLICY], and the realistic must-have skills are [TRUE_MUST_HAVES]. Everything else listed is nice-to-have.

CURRENT DESCRIPTION:
[PASTE_CURRENT_JD]

TASK: Rewrite the posting to attract a broader, more diverse, qualified pool.
1. Flag and replace gender-coded, ableist, or exclusionary wording (e.g., 'rockstar', 'aggressive', 'young and energetic').
2. Separate genuine must-haves from nice-to-haves and trim inflated requirements (years-of-experience creep, unnecessary degrees).
3. Add a concise, specific responsibilities section and a transparent compensation range placeholder.
4. Write a warm 'why this role matters' opener and an explicit inclusion statement.

OUTPUT FORMAT: (1) A change log table listing each flagged phrase, the issue, and the replacement; (2) the full rewritten job description with clear headers.

CONSTRAINTS: Keep the rewrite under 500 words. Use second-person ('you will') for responsibilities. Do not invent benefits or facts not provided; mark unknowns as [CONFIRM]. Maintain a confident, human tone over corporate filler.