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AI prompts for career planning and job search

Career prompt templates for exploring directions, understanding job descriptions, matching verified experience, preparing applications, interviews, and follow-up

Career prompts should help people present evidence and explore options without manufacturing experience or certainty. These recipes keep skills, dates, responsibilities, gaps, preferences, and follow-up questions defensible.

How to use this collection

Use a closed bank of verified experience facts and a dated job description.
Never add tools, metrics, authority, motivation, or results the candidate cannot defend.

Choose a recipe

21 recipes

Cover letters

Cover letter writing 7 min setup

Draft an internship or graduate cover letter

Use coursework, projects, volunteering, and part-time work as evidence without presenting them as employment

Cover letters

Cover letter writing 7 min setup

Draft an internal-position cover letter

Present internal evidence and motivation without assuming access, endorsement, or selection advantage

Cover letters

Cover letter writing 8 min setup

Draft a cover letter without direct experience

Connect transferable evidence to a role while keeping genuine experience gaps visible

Career preparation

Career & job search 7 min setup

Draft a cover letter from verified experience

Connect documented experience to the role's needs without fabricating motivation, familiarity, or results

Cover letters

Cover letter writing 8 min setup

Draft a career-change cover letter

Explain a credible transition through verified motivation, transferable evidence, and acknowledged gaps

Refine your resume

Resume writing 9 min setup

Condense a resume to one page without losing evidence

Prioritize role evidence, remove duplication, and control layout without shrinking facts into vague claims

Career preparation

Career & job search 7 min setup

Compare a resume with a job description

Map documented experience to explicit requirements without turning keyword similarity into evidence

Refine your resume

Resume writing 7 min setup

Build a resume skills section from job requirements

Select defensible skills and labels from requirement-to-evidence mapping instead of copying keywords

Cover letters

Cover letter writing 7 min setup

Address a career gap in a cover letter

Explain only the necessary timeline facts while protecting privacy and returning focus to current evidence