The AI Prompt Library
A REFERENCE LIBRARY FOR OPERATORS
The actual prompts behind AI-leveraged WordPress operations.
A reference library of 40 production-grade prompts for serious WordPress operators. Written for operators who’ve read the field guides, understand the workflows, and now want the actual prompts that make those workflows run.
Instant download · PDF · 153 pages · One-time payment
What this is
A reference library, not a book. You don’t read it cover to cover — you raid it.
When you have a new client coming in tomorrow, you reach for the onboarding prompts. When you’ve finished an audit and need to write the report, you reach for the audit prompts. When a proposal is in negotiation, you reach for the negotiation framework. The library is organized so you can find the right prompt in 30 seconds and use it immediately.
153 pages. 40 prompts. Five sections. Three appendices.
Each prompt is a self-contained, production-ready tool. Every prompt follows the same structure: when to use it, what inputs it expects, the actual prompt text (formatted for easy copy-paste), what you’ll get back, and operator notes on customization and common pitfalls.
The prompts are written in a generic operator voice — meaning, you can paste them into Claude or ChatGPT and use immediately, without first stripping out my personality. They produce competent professional output by default. To make the output feel like your brand specifically, see Appendix A on customization.
What’s inside
Section 1 — Client Onboarding Prompts (8 prompts)
The intake summarizer. The welcome email. The access request email. The kickoff document drafter. The first-week checklist generator. The stakeholder map generator. The risk-flagging prompt. The communication agreement drafter.
The whole section, used together, takes onboarding from 6–8 hours of senior time down to about 90 minutes per new client.
Section 2 — Audit and Reporting Prompts (9 prompts)
The diagnostic findings synthesizer. The technical-to-business translator. The executive summary writer. The implementation roadmap generator. The audit follow-up email sequence. The competitive benchmark drafter. The security findings communicator. The performance triage prompt. The post-audit handoff prompt.
These are the prompts behind the AskSaber audit service. Same workflow, same operating system, in your hands.
Section 3 — Content Production Prompts (8 prompts)
The article outline generator. The voice-preservation editor. The tightening prompt. The headline generator. The meta description writer. The internal linking suggester. The social caption writer. The newsletter excerpt prompt.
The section that argues — and demonstrates — that AI is an editing partner, not a ghostwriter.
Section 4 — Support and Troubleshooting Prompts (7 prompts)
The support request triage classifier. The error log analyzer. The symptom diagnoser. The client communication generator. The post-incident documentation prompt. The escalation summary writer. The recurring issue pattern analyzer.
The section that compounds. Used consistently, it cuts support workload by 50–60% while building a documentation library that makes the next similar issue resolve in 10 minutes.
Section 5 — Sales and Proposal Prompts (8 prompts)
The discovery call summarizer. The scope and deliverables drafter. The approach narrative writer. The pricing rationale drafter. The executive summary writer. The proposal follow-up sequence. The objection handler. The negotiation framework prompt.
The section where AI delivers the cleanest ROI. Proposal work goes from 4–8 hours per opportunity down to about 90 minutes — most of which is the strategic thinking that actually wins deals.
Three appendices
Appendix A: Prompt customization patterns — five techniques for making generic prompts specifically yours. Appendix B: Building your own prompts — the meta-skill of writing new prompts when the library doesn’t cover your specific workflow. Appendix C: Prompts I considered and rejected — what I deliberately left out, and why.
Who this is for
This library is for:
- WordPress operators who’ve started using AI but feel like they’re getting commodity output
- Operators who’ve read The WordPress + AI Stack and want the actual prompts behind the workflows it describes
- Freelancers and agencies running real client work who want to redesign operations around AI infrastructure
- Anyone who’s tried free prompt libraries online and found them either generic, AI-flavored, or both
Who this is not for
This library is not for:
- People looking for prompts to write entire blog posts, run cold outreach, or generate strategy from nothing — see Appendix C for why those prompts aren’t here
- WordPress beginners who haven’t yet built the workflows these prompts accelerate
- Anyone hoping prompts will replace operator judgment — they don’t, and this library is honest about it
- Buyers expecting marketing-flavored prompts (“How to 10x your conversions with AI!”) — there are none
Who wrote this
I’m Saber. I’ve been building on WordPress since 2008 and spent twelve years at Web Hosting Canada working with operators at every scale. I run Carthage Magazine on WordPress. The prompts in this library are the ones I actually use, refined over eighteen months of integrating AI into my own operations.
The Stack guide describes the workflows. This library is the operating system behind them.
There are no affiliate links. The prompts aren’t optimized for any particular vendor or product. Every prompt earns its place in real operator work, or it’s not in the library.
A sample from the library
From Prompt 5.8 — The Negotiation Framework:
Help me think through a negotiation on a WordPress proposal. The goal is strategic options, not a single response — I need to see the choices clearly before deciding.
Produce a structured analysis: the position read, an options matrix of 3–5 strategic responses with risk/reward analysis for each, the hold-firm option, the walk-away option, and a recommendation.
Always include the walk-away option. Most operators never genuinely consider walking away — they treat “close this deal” as the goal and negotiate within that frame. The result is closing deals that shouldn’t have closed, or closing deals at terms that make the engagement unviable.
The full prompt is significantly longer and includes detailed instructions for each section. This excerpt shows the operating philosophy that runs through all 40 prompts.
How this fits with the Stack guide
The WordPress + AI Stack: Operator Edition (2026) is the framework — what to think about and how to think about it. This library is the operating system — the actual prompts that make the framework run.
Many operators buy them together. Some start with the Stack guide and add the library when they’re ready to deploy the workflows seriously. Some go straight to the library when they already understand the framework. Both paths work.
If you haven’t read the Stack guide yet, consider starting there. The library makes more sense once you understand the operator-first framing it builds on.
Get the library
The AI Prompt Library: 2026 Edition
PDF · 153 pages · 40 prompts · 5 sections · 3 appendices
$99 USD — one-time payment, instant download
- Instant download after payment
- PDF format, readable on any device
- Lifetime access — keep your copy forever
- Includes appendices on customization and building your own prompts
Frequently asked questions
Is this updated regularly?
The 2026 edition is what you’re buying. I’ll publish a 2027 edition next year reflecting how AI tools and operator workflows have evolved. Buyers of the 2026 edition will get a discount code when the 2027 edition ships, but the 2026 edition is the complete product as it stands.
Do the prompts work in ChatGPT, or only Claude?
The prompts are tuned to Claude as the primary model, but they work in ChatGPT with minor adjustments. Where Claude’s behavior differs from ChatGPT’s in ways that matter, the operator notes flag the difference and how to compensate.
Can I customize the prompts for my brand voice?
Yes — Appendix A is dedicated entirely to customization patterns. The prompts produce competent output by default; customization is how you make them specifically yours. The appendix walks through five techniques in detail.
Can I share my copy with my team?
A single purchase covers a single operator. If you want to share it across a team, buy multiple copies or get in touch about a team license.
Do you offer refunds?
Yes. If the library isn’t useful to you within 30 days of purchase, email hello@asksaber.com for a refund. No questions asked.
How is this different from the Stack guide?
The Stack guide is the framework — what to think about, why, and how to evaluate tools and workflows. This library is the operating system — the actual prompts that run the workflows. They’re complementary, not competing. Many operators buy both.
Is there an affiliate program?
No. The whole point is that this library is free of affiliate bias. If you find it useful, the most helpful thing you can do is tell other operators directly.
I have other questions.
Email hello@asksaber.com. I read every message personally.
Written, designed, and shipped by Saber. Forty refined prompts, eighteen months of real operator work, no affiliate links.