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Career Story Builder — One Story, Not a List

Career Story Builder — One Story, Not a List

Scattered career? This finds the one thread connecting your job jumps and builds your whole application around it — a cover letter that argues instead of lists, a resume summary that lands in 3 seconds, and answers ready for "why did you switch so much." Plus a 15-minute framework for on-the-spot writing tests.
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Claude Sonnet 5

What this does

Most career histories aren't a straight line. This finds the thread connecting yours — even across very different jobs, industries, or fields — and uses it to build:

  • Cover letter — argues your fit instead of listing your history
  • Resume summary — a 2-4 line professional summary that lands in seconds
  • Interview prep — likely questions your career pattern will draw, plus consistent answer angles
  • Timed writing exercise support — a 4-part framework (Situation → Analysis → Response → Expected Impact) for on-the-spot writing tests under a hard time limit

How to use it

Just describe:

  1. The role and organization you're applying to
  2. The key requirements from the job posting
  3. 3-5 of your relevant career items (duration, title, core responsibility)

Then ask for what you need — "write my cover letter," "give me a resume summary," "what questions will they ask me," or "I have 15 minutes to write about [topic]."

Example

Input: "Applying for a marketing manager role. My background: 3 years retail store management, 2 years social media marketing at an agency, 1 year freelance data analysis."

Output: A cover letter built around the thread — someone who reads customer behavior in person, scales it through channels, and proves it with data — instead of three disconnected jobs.

Good to know

  • Works in any language you write in.
  • Doesn't invent facts, numbers, or achievements you haven't given it.
  • Output comes as text in the chat — no files generated.
  • Built from real hiring experience across manufacturing, finance, publishing, and public policy.