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Resume Master Prompt
Polish your resume with your own AI

Builds one prompt from the resume you already saved in this browser. You choose ChatGPT, Claude, or Gemini—nothing is sent here; you copy prompts out and paste answers back in.

  1. Prompt — build and copy your full prompt.
  2. Copy & paste back-and-forth — send the prompt to your AI, then paste the reply back here in bracketed format.
  3. Edit AI output — clean it up, then process and review your resume changes.
Prompt Build and prompt Assemble your prompt, copy it to your AI, paste the reply back, then process. Open or close this section with the summary control.

How It Works

The prompt is built from your saved resume (local only). Nothing uploads to Esper Library.

  • Build your settings, then go to Generate Prompt and copy the full prompt.
  • Paste it into your AI, then copy the AI reply and paste it back into AI Response (repeat this back-and-forth as needed).
  • Edit or clean up the pasted AI output, then click Process Results.
  • Review your resume cards, choose what to keep, and apply approved changes.

Customize the Prompt

Pick one mode below. Only the panel that appears is included in your prompt; the other stays hidden until you switch.

Resume Wide Refining

Set how many questions to ask before the rewrite. Under Question Packs for Refinement, choose what each question should dig for (numbers, how the work was done, or outcomes). Higher counts mean deeper follow-up.

Question Packs for Refinement
Per Entry Refining

Generate Prompt

Your preferred AI is remembered. Copy launches the full prompt (resume + tuner settings) in a new tab.

AI Response

Paste the full assistant reply from the chat into the field below, verbatim—no cleanup or reformatting. Leave [ENTRY] and [SKILL_CATEGORY] lines exactly as returned so sections map correctly.

AI draft imported. Input is hidden to keep this panel clean.

Waiting for pasted AI output.
Preview Resume preview Templates, source tabs (your resume / AI / hybrid), and live iframe.

Your resume (before AI polish) is what’s saved in the builder today. Imported in the review section below shows only the AI draft per section. Hybrid compares with your saved resume and lets you pick Use current or Use imported per card (green highlight). Nothing is saved to the builder until Apply Approved Changes. Switch templates below; Auto-Fit runs the same way as on the Final Review page without overwriting your saved sliders.

Preview template
Compare Review 0 Cards · Paste AI output and click Process Results to build comparison cards.