"Generate a logic model for the following nonprofit program. Program name: [name]. Target population: [who]. Core activities: [list 3–5 activities]. Desired short-term outcomes (within 12 months): [list]. Desired long-term outcomes (2–5 years): [list]. Format as a table with five columns: Inputs, Activities, Outputs, Short-Term Outcomes, Long-Term Outcomes. Use plain, grant-ready language."

"Write a grant narrative for the following opportunity. Funder name: [name]. Their stated priorities: [paste from RFP]. Our program: [description]. The problem we address: [1–2 sentences]. Our approach: [2–3 sentences]. Evidence base for our model: [cite or describe]. Our outcomes data: [paste]. Word limit: [X]. Tone: clear, specific, not corporate. Do not use the phrases 'innovative,' 'holistic,' 'game-changing,' or 'at-risk youth.'"

"Write a compelling needs statement for a grant application. The problem: [describe in 1–2 sentences]. The population affected: [describe]. The geographic scope: [city/region/state]. Supporting context: [paste any data you have]. Length: 200–300 words. Open with a specific, human story — not a statistic."

"Write a re-engagement email to a donor who has not given in [X months/years]. Their last gift: [$amount] on [date]. What has changed at our organization since then: [describe 1–2 updates]. Do not guilt them. Do not open with 'We miss you.' Lead with what has happened in the work since their last gift and invite them back with a specific, low-pressure ask. Length: 200 words."

"Convert the following raw program data into a board-ready impact summary for our next board meeting. Data: [paste numbers, outcomes, stories]. Format: 3 key metrics with context, 1 program story, 1 challenge we are addressing, and 1 forward-looking item. Length: 1 page. Avoid jargon. Board members are not program experts."

"Write the executive director's report for our board packet. Key items to cover: [list 4–6 items]. Financial context: [1–2 sentences]. Program update: [2–3 sentences]. Fundraising update: [2–3 sentences]. Key risk or challenge to flag: [describe]. Tone: direct and honest. Total length: 400 words maximum."

"Take the following impact story and repurpose it into 7 formats: (1) 60-word donor email opener, (2) 280-character tweet, (3) LinkedIn post (150 words), (4) Instagram caption (100 words), (5) grant application anecdote (100 words), (6) board meeting talking point (3 sentences), (7) volunteer recruitment quote. Story: [paste]."

"We are considering using AI tool [name] for [purpose]. We work with [describe population]. Review the following data types we would input into this tool and flag which ones carry privacy or ethical risk: [list data types]. For each flagged item, describe the specific risk and suggest a mitigation."

"Write a personalized volunteer recognition message for the following volunteer. Their name: [name]. Their role: [describe]. How long they have volunteered: [duration]. One specific thing they did that stands out: [describe]. Length: 100 words. Tone: warm and specific."

"Help me build an AI tool budget for a nonprofit with [X] staff and an annual operating budget of approximately [$]. Our primary needs are: [list 3–4 priorities]. For each priority, suggest 1–2 tools, their approximate monthly cost, and what we would use them for. Include a free-tier option for each category where one exists."

"Create a 30-day AI quick-start plan for a nonprofit that has never used AI tools systematically. Week 1: tool setup and orientation. Week 2: first use cases. Week 3: first real outputs reviewed and refined. Week 4: feedback and refinement. The plan should require no more than 2 hours per week from the executive director."

"Write an internal communication from leadership to staff about our organization's new AI adoption initiative. Explain why we are adopting AI, be honest about what AI can and cannot do, address whether AI will replace jobs (answer: no), describe what will change day-to-day, and invite questions. Tone: transparent and reassuring. Length: 400 words."