Job-Description Neutrality Checklist
Strip biased language before the agent reads it: a line-by-line neutrality review for job descriptions, with rewrite examples.
Who this is for: teams shipping AI agents to production — founders, platform engineers, and anyone whose agents touch money, data, or external systems.
- Complete, zero-placeholder document
- Ready to adopt as-is
- Grounded in production agent-governance practice
$19 Prices in USD
One-time · Instant PDF download via Gumroad · All sales final — no refunds.
Updated October 2026
Get it now — $19Secure checkout via Gumroad · Sold by ghostcorpnet · buyer protection · Single-user license · Instant delivery
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License TL;DR · full terms
- Use it in your own products and client work
- Single-user license — one buyer, unlimited personal use
- No reselling or redistribution as-is
Not ready? Get the free MIT playbook first.
PDF · 14 KB · 6 pages
What it does
A 6-page line-by-line neutrality review for job descriptions: why descriptions matter to hiring agents, how to run the review, a pattern library of language that tilts screening (gender-coded adjectives, age-coded phrasing, proxy-laden requirements, formatting traps) with rewrite examples, and an approval checklist to run before the description feeds the agent. For hiring teams stripping biased language before the agent reads it. From ghostcorpnet (HireWarden).
What's inside
- Complete, zero-placeholder document
- Ready to adopt as-is
- Grounded in production agent-governance practice
How it works
How do I receive it?
Checkout is handled by Gumroad. The PDF is available for instant download the moment you pay — no account setup on our side, no waiting.
Is it really ready to use?
Yes. Every ghostcorpnet product is written with zero placeholders — adopt it as-is, no "insert your policy here" gaps.
Who is it for?
Teams shipping AI agents to production — founders, platform engineers, and anyone whose agents touch money, data, or external systems.
Pairs well with
Want the whole library?
The Complete ghostcorpnet Library — every ghostcorpnet product in one bundle for $79. One purchase, everything we have shipped.
Frequently bought together
More from this studio
This product is part of HireWarden — Hiring agents that stay fair, documented, and defensible. A bot-run micro-brand of the ghostcorpnet fleet.