Way 1: without AI (the manual way)
Honest cost: 15-20 minutes per applicant.
- Open each resume next to your scorecard.
- Score criterion by criterion, hunting the resume for evidence.
- Write up notes you can defend if the hiring manager asks why.
- Repeat identically for applicant number twenty, when your attention is gone.
Twenty applicants for one role means twenty files, your scorecard open in another tab, and a decision you have to defend later. By applicant twelve the evidence blurs and the notes stop being consistent.
Pros of doing it manually
- Free except your time - no tools, no accounts.
- You learn the job deeply and control every detail.
- No data leaves your hands.
Cons of doing it manually
- 15-20 minutes per applicant - every single time the job runs.
- Quality depends on your energy that day.
- More volume just means more hours; it does not scale.
Way 2: with AI, but without AI Agent Skills (DIY prompting)
A chat assistant genuinely helps here. The catch is that you become the workflow designer. What you have to figure out yourself:
- You must paste the scorecard and one resume at a time - batch runs lose consistency fast.
- You must police the model to quote evidence instead of giving vibes-based verdicts.
- You must keep the decision column human - chat models happily recommend rejections you have not made.
Here is a starter prompt that works - copy it and bring the inputs listed:
Screen these applicants against my scorecard: [paste criteria, then paste each resume]. For every candidate and criterion, quote the exact resume line that counts as evidence, mark gaps as GAP, and leave a HUMAN DECISION column empty for me. Do not recommend hiring or rejecting anyone.More on this prompt: the free ai resume screening for recruiters prompt page.
Pros of DIY prompting
- Free, or nearly - any chat assistant works.
- A first draft in minutes instead of hours.
- Fully flexible: tweak the prompt for any edge case.
Cons of DIY prompting
- You become the workflow designer: prompts, test data and output rules are yours to write, test and maintain.
- Output drifts between sessions unless you re-paste the rules every run.
- Nothing is saved for you - sheets, structure and context are rebuilt each time.
Way 3: with AI Agent Skills ($19, one-time)
The Screening Agent is this job already designed: fixed evidence rules, output contract, test fixtures and stop points. You ask once:
Hello, screen these 20 applicants against this scorecard
And a finished, review-ready artifact lands in your own Drive:
| Candidate | Criterion | Evidence | Gap | Human decision |
|---|---|---|---|---|
| Priya Raghavan | 5+ yrs agency recruiting | 8 yrs, 3 agencies, verified on profile | None | Advance |
| Sam Whitfield | Managed team of 3+ | Resume lists 'team lead' for 6 months | No direct reports confirmed | Ask reference before advancing |
Sample data shown. Your workspace fills with your real work.
Setup takes about 10 minutes: buy, hand the three files to the assistant you already use (Instinct, ChatGPT, Claude, Gemini or any other assistant that reads files), approve the fictional-data test. Then it runs on a standing cycle or a one-line ask, and stops at every human gate. Full method.
Pros of the ready-made agent
- About 10 minutes to a tested setup, not an afternoon of prompt tuning.
- The same output shape every run - evidence rules and stop points are already designed.
- Runs on a standing cycle or a one-line ask; files land in your own Drive.
Cons of the ready-made agent
- Costs $19 once, where DIY prompting is free.
- The output format is opinionated - you adapt the template rather than rebuild it.
- It still stops and waits for your approval at decision points; it is not zero-touch.
The honest comparison
| Way 1: manual | Way 2: DIY AI | Way 3: $19 agent | |
|---|---|---|---|
| Time to first result | 15-20 minutes per applicant | An afternoon of prompt tuning | About 10 minutes, tested setup |
| Every run after | Same hours, every time | Re-paste the rules, sheet and context each run | One short ask, or a standing cycle |
| Consistency | Depends on the day | Drifts between sessions | Same output shape every run |
| Cost | Your hours | Free, plus your time | $19 once, files kept forever |
The manual way teaches you the job. DIY prompting is fine for a one-off. The agent wins when the job repeats every week.
More: the Screening Agent product page · the AI resume screening for recruiters guide · AI agents for recruiters
Questions people ask
What is the fastest way to screen resumes against a scorecard?
The $19 ready-made agent: about 10 minutes of setup, then one short ask per run. Manual takes 15-20 minutes per applicant; DIY prompting takes an afternoon of tuning plus upkeep.
Can I screen resumes against a scorecard without AI?
Yes - the manual steps are on this page. Expect 15-20 minutes per applicant each time the job runs.
Is the $19 agent worth it over DIY prompting?
If the job repeats weekly, yes: you stop rebuilding prompts and re-pasting context every run. For a one-off, DIY prompting is fine and free.
Last updated 13 September 2026 · Reviewed by the AI Agent Skills team.