Project · AI & Technology

AI prompt library for nonprofits

Part of our ai & technology support. Work on it with a coach, practitioner or cohort — and keep the result.

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You’ll walk away with

A reusable prompt library for your top tasks
Voice and style guide for AI drafts
Team training

Typical length: 2, 3 or 6 months through the People First AI Success cohort
Who’s involved: executive director (ED) and two or three staff who write often; about 5–8 hours a month

Overview

What is an AI prompt library project?

An AI prompt library is a shared, tested set of instructions your team uses to get good AI drafts for tasks you repeat often. When it’s done, grant sections, thank-you letters and social posts start from prompts that already know your voice. More than one person on staff can use the tools well.

Steps

How does an AI prompt library project usually run?

01
Pick the tasks
Choose three to five writing tasks your team does every week or month.
02
Capture your voice
Write a short style guide with your tone, preferred words and words to avoid.
03
Build and test prompts
Draft a prompt for each task and improve it on real work.
04
Train the team
Show everyone where the library lives and how to adapt a prompt.

Signs you need this

When does a nonprofit need an AI prompt library project?

The most common sign a nonprofit needs an AI prompt library project is “Every AI attempt starts from scratch.” — here are the others to look for.

Every AI attempt starts from scratch.
Results sound generic.
Only one person knows how to use the tools.

Delivery

How does Resilia deliver an AI prompt library project?

Cohort: People First AI Success, with a coach working on your real tasks.

A cohort seat is $2,000–$6,000 per organization (1–3 people), including platform access during the cohort — or free to you if your funder sponsors it.

Example

What does a finished AI prompt library look like?

For example, a $550K food security nonprofit might finish with 12 prompts covering donor thank-yous, monthly newsletters and grant need statements. Each prompt would include a sample output and a note on what a person must check.

Pitfalls

What are common mistakes to avoid?

Writing prompts in the abstract instead of testing them on real work.
Skipping the voice guide, so drafts sound like every other organization.
Storing prompts in one person’s chat history where no one else can find them.

Which tasks should we start with?

The highest-value repeat tasks: grant drafts, donor thank-yous and appeals, and social posts.

How long does an AI prompt library project take?

Typically 2, 3 or 6 months through the People First AI Success cohort. ED and two or three staff who write often; about 5–8 hours a month.

How much does an AI prompt library project cost?

A cohort seat is $2,000–$6,000 per organization (1–3 people), including platform access during the cohort — or free to you if your funder sponsors it.

Who does the work on an AI prompt library project?

Through People First AI Success, with a coach working on your real tasks.

Can we start an AI prompt library project for free?

Yes. Start self-service for free in your workspace, then add a coach, practitioner or cohort when you’re ready — or ask your funder to sponsor it.

Can our funder pay for this?

Often, yes. Here’s how to ask.