Engineering Hiring Loop Designer
Diagnose your broken hiring process against a 12-entry failure-mode catalog, then design and roll out a full structured loop — role scorecard, stage-to-signal architecture, interviewer certification ladder, and a calibration cadence that catches score drift before it costs you a hire.
A 4-step agentic workflow pack for hr built to run with ChatGPT, Claude, and Gemini. Open the Markdown files, fill the variables, and paste into your model. Most buyers get a reviewable result in about 15 minutes.
- Diagnose your current loop against 12 catalogued failure modes, each verdict evidence-cited and severity-scored 1-4
- Design a role scorecard with 5-7 competencies where every stage owns a distinct signal - no double-testing, no untested must-haves
- Get anchored 1-4 rating bands and per-stage interview kits so a 3 means the same thing from every interviewer
- Roll out without pausing hiring: shadow-to-certified interviewer ladder, a piloted role with hard success criteria, and a grandfathering rule for in-flight candidates
- Install a debrief protocol that blocks all six catalogued anti-patterns by design - independent scores first, hiring manager speaks last, evidence over votes
- Run a drift-detection cadence with numeric thresholds for leniency, central tendency, pass-rate anomalies, and question leaks
- Score loop health quarterly on a 5-dimension governance rubric with verdict bands that tell you when to re-run the diagnostic
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).
This pack is $10 on its own. Buying every pack separately costs $1538. The Lifetime Bundle is $149 one-time — you save $1389 (90% 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.
Works with: ChatGPT, Claude, Gemini.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Hiring Loop Diagnostic
Describe how hiring runs today, the roles you need to fill, and your team context
- Step 2
Loop System Designer
Paste the diagnostic report plus the role definition and your interviewer bench
- Step 3
Rollout Sequencer
Paste the loop design plus your hiring deadlines and each interviewer's readiness
- Step 4
Calibration Cadence and Governance Builder
Paste the loop design and rollout plan plus who owns hiring quality and your loop volume
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.