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Resume Shortlister Pro, bias-aware

Rank resumes against your must-haves and nice-to-haves on blind copies, with evidence quotes and a biased-wording check of the job post. One-time price, no

Pro Format: Claude skill#Recruiting & job hunting#Claude skill packs

$19one-time, launch price

ProBeing packaged

Coming soon · get notified

Coming soon. Follow Oarsman AI on Gumroad and you'll get an email when it launches. It will sell through Gumroad, with a 14-day refund.

See it work

How Resume Shortlister Pro, bias-aware moves through a job, step by step. The run below is an example output, written from what this agent does. It isn't a live run on your data.

Resumes + JDBlind fieldsScore to rubricShortlistYou decideResumes + JDBlind fieldsScore to rubricShortlistYou decide

Sample input

Folder of resumes (TXT, DOCX or PDF)

Example output Illustration

You get:
- report.md with counts, ranking, evidence quotes and the job post check
- shortlist.csv (rank, status, score, years, matched and missing terms, notes)
- blind/ copies of every resume, as scored
- candidate-key.csv (names and contacts, kept apart) and redactions.csv (what was removed, counts only)

What you get

  • Planned contents (not released yet):
  • Skill folders you add to Claude
  • A Python script behind each skill, so numbers are calculated, not guessed
  • Sample data and the test suite, so you can check it yourself

What it does

  • report.md with counts, ranking, evidence quotes and the job post check
  • shortlist.csv (rank, status, score, years, matched and missing terms, notes)
  • blind/ copies of every resume, as scored
  • candidate-key.csv (names and contacts, kept apart) and redactions.csv (what was removed, counts only)

Tools and costs you'll need

  • Claude.ai with code execution, or Claude Code
  • Python 3.10+ (standard library; pdfplumber or pypdf only for PDF resumes)
  • A folder of resumes and a criteria CSV

Third-party costs are paid to those providers, not to us.

Test report

64/64 automated checks pass on Python 3.13.5 (standard library only); 23 cases incl. invalid input, duplicates and upstream failures. Not tested: resumes downloaded straight from Naukri RMS or LinkedIn Recruiter; PDF resumes in the shipped tests (PDF reading was checked separately with pdfplumber); resumes in languages other than English.

Known limits

  • Not tested yet: resumes downloaded straight from Naukri RMS or LinkedIn Recruiter; PDF resumes in the shipped tests (PDF reading was checked separately with pdfplumber); resumes in languages other than English.
  • Not on sale yet: it goes on Gumroad once checkout is live. Follow to hear when.

Live demo

  • No live demo yet. We'll add one when it ships.

Demos use fictional businesses and data.

Start free

Try Free n8n Workflow Pack first

Five tested n8n workflows, free: lead scoring, Gmail triage, Shopify order alerts, job posts and website contact enrichment.

See the free agent

What's AI here, and what isn't

This is an AI agent: it uses an AI model to read, sort, score or draft. It runs in your own accounts. Anything it would send outside your business waits for your approval unless you choose otherwise, and it never needs your passwords. Our AI disclosure.

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Questions about Resume Shortlister Pro, bias-aware

What does Resume Shortlister Pro, bias-aware do?

Rank resumes against your must-haves and nice-to-haves on blind copies, with evidence quotes and a biased-wording check of the job post. One-time price, no report.md with counts, ranking, evidence quotes and the job post check. shortlist.csv (rank, status, score, years, matched and missing terms, notes). blind/ copies of every resume, as scored. candidate-key.csv (names and contacts, kept apart) and redactions.csv (what was removed, counts only).

What do I need to run Resume Shortlister Pro, bias-aware?

You need: Claude.ai with code execution, or Claude Code; Python 3.10+ (standard library; pdfplumber or pypdf only for PDF resumes); A folder of resumes and a criteria CSV. Third-party costs are paid to those providers, not to us.

Is Resume Shortlister Pro, bias-aware tested?

64/64 automated checks pass on Python 3.13.5 (standard library only); 23 cases incl. invalid input, duplicates and upstream failures. Not tested: resumes downloaded straight from Naukri RMS or LinkedIn Recruiter; PDF resumes in the shipped tests (PDF reading was checked separately with pdfplumber); resumes in languages other than English.

How do I get Resume Shortlister Pro, bias-aware?

It isn't on sale yet. It's planned at $19 on Gumroad, with a 14-day refund. Press "Get notified" to follow us on Gumroad and hear when it launches.

Does it use AI to judge candidates?

No. The script matches your criteria and reads job dates the same way for every resume. Claude helps you write the criteria and explain the results.

Can it log in to Naukri or my inbox?

No. Download the resumes into a folder and attach them.

Why was a good candidate not shortlisted?

Check shortlist.csv: it lists the missing must-haves or terms not found. Add aliases for other spellings and run again.

Is the job post check legal advice?

No. It flags wording that commonly puts applicants off or screens on personal traits, so you can rewrite it.

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