Playbook: Alex for Nonprofit Leaders

Your reference for using Alex in mission-driven organizations. Ready-to-run prompts for fundraising, programs, communications, and impact reporting.

What This Guide Is Not

This is not a habit formation guide (see Self-Study Guide for that). This is a nonprofit leadership toolkit — the specific ways Alex can help you do more with less, and communicate your mission with greater power.

Where to Practice These Prompts

Every prompt in this guide works with any AI assistant — ChatGPT, Claude, GitHub Copilot, Gemini, or whatever tool you prefer. The prompts are the skill; the tool is just where you type them. Pick the one you’re comfortable with and start today.

For an integrated experience, the Alex VS Code extension (free) was purpose-built for this workshop. It understands nonprofit context, lets you save effective prompts with /saveinsight, and brings your playbook and practice exercises into one workspace. VS Code is a free editor that takes minutes to set up, even if you’ve never used it before.

You don’t need a specific tool to benefit. You need the habit of reaching for AI when the work is genuinely hard — not just when it’s repetitive.

Core Principle for Nonprofit Leaders

Nonprofit work is about maximizing impact per dollar while staying true to mission. Alex’s highest value is in the work that takes time but not specialized expertise: drafting grants, writing donor communications, building board materials. The time you save is time returned to the mission.

The key pattern: ground everything in impact. Numbers served, lives changed, outcomes achieved. Alex can help you tell these stories, but the evidence must be real.

The Seven Use Cases

1. Grant Writing

When to use: Responding to RFPs, writing grant applications, building the funding case.

Prompt pattern:

Help me write a grant application:

Funder: [who you're applying to]
Grant focus: [what they fund]
Our program: [what we're proposing]
Population served: [who benefits]
Outcomes: [expected results with data]
Budget: [amount requested, what it funds]

Write a narrative that:
1. Aligns our work to their priorities
2. Describes the problem with compelling evidence
3. Explains our approach and why it works
4. Makes the outcomes concrete and measurable
5. Demonstrates our organizational credibility

Follow-up prompts:

Make the need statement more compelling.

Our evaluation data is thin. How do I address that honestly?

What questions will the program officer ask in a site visit?

Try this now: You are applying to a community foundation for $75K to expand your after-school STEM program from 3 schools to 8. You served 120 students last year with 94% attendance and improved math scores, but you have never operated at this scale. Paste your program data and the funder’s priorities into the grant writing prompt. The output will help you frame the growth story — what you have proven and why the evidence supports scaling — without overselling your readiness.

2. Donor Communication

When to use: Fundraising appeals, donor stewardship, major gift cultivation.

Prompt pattern:

Help me write donor communication:

Type: [appeal letter / thank you / impact report / cultivation]
Audience: [new donors / major donors / lapsed donors]
Our story: [what's happening right now in the work]
Ask: [amount, project, or deadline]
Tone: [urgent / warm / celebratory / grateful]

Create communication that:
1. Opens with a human story, not statistics
2. Connects the donor's gift to real impact
3. Makes the ask at the right moment
4. Is honest about challenges
5. Makes the donor feel like a partner, not an ATM

Follow-up prompts:

A major donor is lapsing. Write a personal reconnection note.

Write an end-of-year appeal for [specific campaign].

Create the impact report section on [program].

3. Program Design and Evaluation

When to use: Designing interventions, building logic models, evaluating outcomes.

Prompt pattern:

Help me design/evaluate this program:

Phase: [design / mid-implementation / post-program]
Population: [who you're serving]
Problem: [root cause you're addressing]
Intervention: [what you're doing]
Resources: [staff, budget, timeline]

Help me:
1. Build a logic model (inputs → activities → outputs → outcomes)
2. Identify the key assumptions we're making
3. Design appropriate evaluation metrics
4. Find unintended consequences to watch for
5. Assess if we're addressing root cause or symptom

Follow-up prompts:

Our outcomes data is weak. What can we still say credibly?

A funder wants cost-per-outcome. How do I calculate and present it?

Help me design a simple feedback system to hear from participants.

4. Board Relations and Governance

When to use: Board materials, governance issues, board development.

Prompt pattern:

Help me with board relations:

Topic: [what you're presenting or addressing]
Board composition: [sophistication level, engagement]
Decision needed: [if any]
Context: [any tensions or history to be aware of]

Create:
1. Board report with clear metrics and narrative
2. Decision memo with recommendation
3. Talking points for sensitive discussions
4. Questions to generate productive board conversation

Follow-up prompts:

A board member is micromanaging operations. How do I address it?

We need to recruit new board members. Write the cultivation script.

The board is complacent. How do I re-energize them?

5. Advocacy and Policy

When to use: Policy briefs, legislative testimony, public comment, coalition building.

Prompt pattern:

Help me make this policy case:

Issue: [what you're advocating for/against]
Audience: [legislators / regulators / media / public]
Evidence: [data and stories that support your position]
Counterarguments: [what opponents say]
Ask: [what you want them to do]

Create:
1. Policy brief with evidence-based argument
2. Talking points for meetings
3. Responses to likely objections
4. Personal stories that humanize the issue
5. A call to action

Follow-up prompts:

Translate this into language a state legislator can use.

Write public comment for the regulatory proceeding on [issue].

How do I find common ground with stakeholders who oppose us?

6. Communications and Storytelling

When to use: Annual reports, website copy, social media, media relations.

Prompt pattern:

Help me communicate our mission:

Audience: [who needs to understand our work]
Medium: [annual report / website / press release / social]
Stories we have: [real beneficiary stories, anonymized as needed]
Key message: [what we want them to understand]

Create content that:
1. Leads with human impact, not organizational achievements
2. Is honest about both progress and challenges
3. Inspires action or support
4. Is accessible to non-expert audiences
5. Respects the dignity of the people we serve

Follow-up prompts:

Write the "About Us" section for our website.

Turn this case study into a two-minute story for a presentation.

We had a setback. How do I communicate it honestly without losing donor confidence?

7. Strategic Planning

When to use: Multi-year planning, mission clarity, organizational direction.

Prompt pattern:

Help me with strategic planning:

Phase: [environmental scan / goal setting / implementation]
Organization size: [staff, budget]
Current strategy: [where you're focused]
What's changing: [in need, funding landscape, or community]
Tensions: [any internal disagreements about direction]

Help me:
1. Structure the planning process
2. Identify the strategic questions we must answer
3. Facilitate the hard conversations
4. Build a plan that staff and board will own
5. Define what success looks like in 3 years

Follow-up prompts:

We're trying to do too much. Help me find the strategic focus.

The old strategy isn't working. How do I lead a pivot?

Write the strategic plan executive summary.

Your AI toolkit: These prompts work in ChatGPT, Claude, Copilot, Gemini — and in the Alex VS Code extension, which was designed around them. Start with whatever you have. The skill transfers across all of them.

What Great Looks Like

After consistent use, you should notice:

• Stronger grant applications with less time spent
• More compelling donor communications
• Clearer program design and evaluation
• More confident board and funder presentations

The goal isn’t for Alex to lead your organization — it’s for Alex to give you time back for the work that only you can do.

Practice Plan

Month 2–3

Shift from guided exercises to independent workflows — build templates, integrate AI into your real projects, and create reusable prompt libraries for repeating tasks.

Track Your Growth

/saveinsight Grant Narrative Strategies: [brief description]

/saveinsight Donor Communication Patterns: [brief description]

Continue your practice: Self-Study Guide has weekly challenges to keep building your skills after the workshop ends.

A Note on Mission Alignment

Always keep beneficiary dignity central:

• Anonymize client stories appropriately
• Avoid “poverty porn” in storytelling
• Center the voices and agency of communities served
• Use AI to scale your capacity, not replace authentic relationships

Your mission is what makes this work matter.