Career preparation
Career & job search 6 min setup
Turn an experience into a STAR interview story
Structure a truthful story around personal action, evidence, trade-offs, and learning
Open recipeTopics
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 recipesCareer preparation
Career & job search 8 min setup
Tailor a resume without inventing experience
Reorder and clarify verified evidence for a role while leaving genuine gaps visible
Open recipeRefine your resume
Resume writing 6 min setup
Write a resume summary from verified experience
Condense role-relevant evidence into a short profile without unsupported traits or career claims
Open recipeCareer preparation
Career & job search 5 min setup
Write a post-interview thank-you or follow-up email
Write a concise, specific message grounded in the real conversation and hiring timeline
Open recipeCareer preparation
Career & job search 9 min setup
Turn skills and preferences into career direction options
Generate testable career directions from verified evidence, constraints, and unknowns rather than personality labels
Open recipeCareer preparation
Career & job search 5 min setup
Turn real experience into resume bullets
Express verified scope, action, method, and result without inflating ownership or inventing metrics
Open recipeCover letters
Cover letter writing 5 min setup
Turn a cover letter into a short application email
Condense the strongest role evidence into an email that complements rather than repeats attachments
Open recipeCareer preparation
Career & job search 8 min setup
Run a question-by-question mock interview
Practice one answer at a time with evidence-based feedback, follow-ups, and a final improvement pattern
Open recipeRefine your resume
Resume writing 6 min setup
Present a career gap clearly on a resume
Create an accurate chronology with optional high-level disclosure and no invented activity
Open recipeCareer preparation
Career & job search 6 min setup
Generate likely interview questions from a job description
Derive evidence-seeking questions from explicit responsibilities and requirements without claiming insider knowledge
Open recipeRefine your resume
Resume writing 8 min setup
Extract resume keywords from a job description
Identify exact requirement language and map it to real evidence without promising ATS performance
Open recipeCareer preparation
Career & job search 6 min setup
Explain a job description as tasks and skills
Translate hiring language into likely work, evidence needs, ambiguity, and interview questions
Open recipe