Candidate Screening Agent Pack
Screen every applicant against the same evidence-based scorecard: criteria-anchored ratings from a connected Google Sheets list, an objectively ranked shortlist with cited reasons, targeted interview questions per gap, and a hiring-team brief in Notion — as consistent for candidate one hundred as for candidate one.
A 4-step agentic workflow pack for hr built to run with Claude, ChatGPT, and Cursor. It drives an AI agent connected to Google Sheets and Notion (for example via MCP), and still works without them — paste the relevant data in when the prompt asks. Most buyers get a reviewable result in about 15 minutes.
- Score every candidate against your exact job requirements so the strongest applications float to the top
- Produce an objective ranked shortlist with per-criterion scores — eliminating gut-feel ranking
- Generate tailored interview focus areas for each finalist based on their resume gaps
- Deliver a one-page hiring-team brief per candidate so every interviewer enters the room prepared
- Read applicants directly from Google Sheets and write summaries to Notion for seamless team collaboration
- Run the full pipeline — evaluation, ranking, interview prep, brief — in a single connected workflow
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
Tap a tool for its official setup guide. Connect them to your AI agent (for example via MCP), or paste the data in manually.
This pack is $10 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Models tested: Claude, ChatGPT, Cursor. Connected tools this pack drives: Google Sheets, Notion.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Resume Evaluation
Paste your job requirements and the agent reads each applicant row from your Google Sheets tracker
- Step 2
Candidate Ranking
Feed in the evaluation summaries and define your weighting for each criterion
- Step 3 · optional
Interview Focus Generator
Pass in the candidate's evaluation summary and the agent identifies the three to five areas most worth probing
- Step 4 · optional
Hiring Team Brief
Supply the evaluation, ranking position, and interview focus areas for a finalist
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.