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OttoHere's the 7-reviewer resume panel from our reel. Paste it in and let them try to reject you

The 7-reviewer resume panel

Seven AI reviewers try to reject your resume, then you get a fixed version.

Keyword: RESUMEFreeFrom our reel

The setup from our reel "We built a hiring panel where 7 Claudes try to reject your resume". Seven reviewers read your resume before any company does. Each one tries to reject it and says why, then Claude writes you an improved version with every problem fixed.

  • Reviewer 1: the robot screener. Reads your resume the way an applicant tracking system does (the software many companies use to sort applications before a person sees them). Can it read your file at all? Are the job's key words there? Pass or reject.
  • Reviewer 2: the hiring manager. Decides whether you get the interview.
  • Reviewers 3 to 7: five different people, each reading it alone. The manager you'd report to, another applicant going for the same job, the CEO, a recruiter skimming 200 resumes, and a future teammate.

Pick the version that matches how you use Claude:

  • Version A: the regular Claude chat (claude.ai or the Claude app, free plan works). One prompt, five minutes.
  • Version B: Claude Code or Cowork. A real skill: seven separate sub-agents read your resume at the same time without seeing each other's notes, then you type /hiring-panel any time you apply for a job.

Works best with the job posting. Copy the job ad text and give it to the panel along with your resume. Without it, the panel judges you against the job title at the top of your resume.

Version A: one prompt in the Claude chat

  1. Open a new chat in Claude.
  2. Attach your resume (PDF or Word file), or paste its text.
  3. Paste the job posting under it (optional, but much better).
  4. Paste this prompt and send:
Copy and paste
You are a hiring panel of 7 reviewers. Your job is to try to REJECT my resume, so I find out why companies say no before I apply. Be specific and honest, not polite. Quote the exact lines you're judging.

The job I'm applying for is in the posting below my resume. If there is no posting, judge me against the job title on my resume.

Run the panel in this order. Write each review as if that reviewer read the resume alone and has not seen the other reviews.

1. THE ROBOT SCREENER (an applicant tracking system). Check: can every section be read as plain text (tables, columns, text boxes, headers/footers, images and icons often get lost)? Are the standard section names there (Experience, Education, Skills)? Which key words and skills from the job posting are missing or only implied? Are dates and job titles clear? Verdict: PASS or REJECT, and the top 3 reasons.

2. THE HIRING MANAGER. They have 30 seconds. Do the top third of the page and my last two roles prove I can do this job? Are there results with numbers, or only duties? Verdict: INTERVIEW or NO INTERVIEW, and the top 3 reasons.

3. THE MANAGER I'D REPORT TO. Will this person make my life easier from week one? What would worry them?
4. ANOTHER APPLICANT for the same job. Where is my resume weaker than a strong competitor's? What would they have that I don't show?
5. THE CEO. Do I look like someone who moves the business forward (revenue, customers, cost, speed), or someone who just did tasks?
6. A RECRUITER skimming 200 resumes. In 7 seconds, what do they see first? Typos, gaps, length, clutter, buzzwords, anything that makes them stop reading?
7. A FUTURE TEAMMATE. Do I sound like someone they'd want to work with? Anything that sounds inflated or vague?

For reviewers 3 to 7, give each a verdict (YES / MAYBE / NO) and their 2 biggest objections.

Then:

THE MISTAKE LIST: merge every objection into one numbered list of fixes, most damaging first. Don't repeat the same point twice.

THE IMPROVED RESUME: rewrite my full resume with every fix applied. Rules:
- Never invent anything: no new jobs, degrees, skills, tools, numbers or results that aren't in my resume or that I didn't tell you. Where a number would help but I didn't give one, write [ADD NUMBER: e.g. how many clients / % growth] so I can fill it in.
- Plain one-column layout, standard section names, no tables or graphics, so the robot screener can read it.
- Use the job posting's own words where they truthfully describe my experience.
- Start bullets with strong verbs and show results, not duties.
- Keep it to one page if I have under 10 years of experience, two pages at most otherwise.

Finally, list the questions you need me to answer to make it even stronger (missing numbers, unclear dates, anything you couldn't judge).
  1. Answer its questions at the end, then say "Update the resume with my answers."
  2. Want a second opinion? Start a new chat and run it again on the new version. A good resume should now pass the robot screener and get a "YES" from most of the panel.

Version B: the skill (Claude Code or Cowork)

This makes the panel a command you can run on any resume: /hiring-panel my-resume.pdf job.txt. Each reviewer is a separate sub-agent, so they really do read it alone, at the same time.

To install: open Claude Code (the terminal, or the Code tab in the Claude desktop app) and paste:

Copy and paste
Create a personal skill at ~/.claude/skills/hiring-panel/SKILL.md with exactly the content I paste below, then tell me when it's ready.

Then paste everything in the box below (from the first --- line to the end) and send.

Copy and paste
---
name: hiring-panel
description: Runs a 7-reviewer hiring panel that tries to reject a resume (applicant tracking system, hiring manager, and five readers judging it alone), merges their objections into one fix list, and writes an improved resume. Use when the user asks to review, critique, test or improve a resume or CV, or types /hiring-panel.
argument-hint: <resume file> [job posting file or URL]
---

# Hiring panel

The user wants to find out why companies would reject their resume, before they apply.

## 1. Get the inputs
- The resume: the file path in the arguments, or ask for it. Read PDF, Word or text. If you cannot read the text out of it, say so: a real applicant tracking system probably can't either, and that is finding number one.
- The job posting: a file, pasted text or a URL in the arguments. If there is none, ask once: "Paste the job posting for the best results, or say 'skip' and I'll judge you against the job title on your resume."
- Save the resume text and the job posting into a working folder (hiring-panel/) so every reviewer reads exactly the same thing.

## 2. Run the panel: 7 sub-agents in parallel
Use the Agent (Task) tool to launch all 7 reviewers in one message, so they run at the same time and none sees another's review. Give every reviewer: the resume text, the job posting (or "none: judge against the title on the resume"), its role below, and these rules: try to reject the resume; quote the exact lines you judge; be specific and honest, not polite; under 250 words; end with a verdict and your top objections.

1. Robot screener (applicant tracking system): Is every section readable as plain text (tables, columns, text boxes, headers/footers, images and icons often get lost)? Standard section names? Which key words and skills from the posting are missing or only implied? Clear titles and dates? Verdict PASS or REJECT + top 3 reasons.
2. Hiring manager, 30 seconds: Do the top third of the page and the last two roles prove they can do this job? Results with numbers, or only duties? Verdict INTERVIEW or NO INTERVIEW + top 3 reasons.
3. The manager they would report to: will this person make my life easier from week one? What worries me?
4. Another applicant for the same job: where is this resume weaker than a strong competitor's?
5. The CEO: does this person move the business (revenue, customers, cost, speed) or just do tasks?
6. A recruiter skimming 200 resumes: what do I see in 7 seconds? Typos, gaps, length, clutter, buzzwords?
7. A future teammate: would I want to work with them? Anything inflated or vague?
Reviewers 3 to 7 end with YES / MAYBE / NO and their 2 biggest objections.

## 3. Report
Show the user a short scoreboard first (each reviewer, verdict, one line why), then the full reviews.

## 4. Fix it
- Merge every objection into one numbered fix list, most damaging first, no duplicates.
- Write the improved resume with every fix applied, saved as hiring-panel/improved-resume.md (and .docx if the user wants Word: ask).
- Never invent anything: no jobs, degrees, skills, tools, numbers or results the user didn't give. Where a number would help, write [ADD NUMBER: ...] for the user to fill in.
- Plain one-column layout, standard section names, no tables or graphics. Use the posting's own words where they truthfully fit. Strong verbs, results not duties. One page under 10 years of experience, two at most otherwise.
- End with the questions the user should answer to make it stronger.

## 5. Offer a re-run
Offer to run the whole panel again on the improved version (fresh sub-agents) so the user can see whether every reviewer now says yes.

To use it: put your resume (and the job posting, if you have it) in a folder, open Claude Code there and type:

Copy and paste
/hiring-panel my-resume.pdf job-posting.txt

Running seven sub-agents uses more of your Claude usage than a normal chat message. On a small plan, use Version A.

Good to know

  • It's free. Version A works on Claude's free plan. Version B needs Claude Code or Cowork (included in the paid Claude plans).
  • It's a practice panel, not a guarantee. Real companies use different screening software and different people, and no resume gets every job. What the panel does is show you the reasons nobody tells you, so you can fix them before you apply.
  • Check the rewrite. Read every line of the improved resume before you send it. It's your name on it, and the panel is told never to invent results, but you're the one who knows what's true.
  • Privacy. You can remove your phone number and home address before you upload; the panel doesn't need them.

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