NSPA AI Prompt Toolkit — 100 Marketing Prompts

You are a scholarship program communications specialist writing for first-generation college students who may have limited experience with formal applications. Write a 150-word program announcement for [program name] that: states eligibility in the first sentence, names the award amount and deadline, lists exactly 3 steps to apply, and ends with one sentence of encouragement. Use plain language (8th-grade reading level). No jargon.

You are a scholarship program coordinator. Write a 10-question FAQ for [program name] that answers the questions a first-generation, rural, or underrepresented applicant is most likely to have before applying. For each question, write a plain-language answer under 50 words. Flag any answer that assumes applicants have prior knowledge of financial aid processes so staff can revise.

Write a 120-word recruitment email for [program name] targeting [eligible population, e.g., community college transfer students in STEM]. The email should: open with one sentence about the student's situation (not the organization), state the award and deadline in sentence two, list three reasons this scholarship fits them specifically, and close with a single call to action. Tone: warm, direct, not institutional.

Write 3 SMS-length reminders (under 160 characters each) for the [program name] application deadline of [date]. Each message should vary in angle: (1) deadline urgency, (2) amount of award, (3) ease of applying. Include a shortened URL placeholder [link]. No emoji unless they add meaning.

Write 5 versions of a one-sentence description of [program name] that a teacher, counselor, or community organization could use to introduce our scholarship to students. Each version should be under 25 words, lead with student benefit (not organization name), and be accurate to these details: [eligibility, award, deadline].

Write a 6-question self-screening checklist that prospective applicants for [program name] can use to determine if they are eligible before starting the application. Each question should be answerable yes/no. After the checklist, write a 2-sentence "if you answered yes to all 6" next step and a 2-sentence "if you answered no to any" referral message. Base eligibility on: [paste eligibility criteria — no student names or PII].

Write a 180-word scholarship announcement for parents and guardians of [eligible students, e.g., graduating high school seniors in Texas]. Assume the parent is skeptical of scholarships and worried about scams. Lead with legitimacy markers (organization name, years in operation, contact info). State the award, deadline, and application steps. Close with a direct invitation to ask questions. Tone: trustworthy, not salesy.

Write a 100-word bilingual scholarship announcement for [program name] — first in English, then in Spanish. The Spanish version should be a natural translation, not a literal word-for-word translation. Content: eligibility, award amount, deadline, how to apply, contact. Flag any terms that may not translate cleanly so staff can review with a native speaker before publishing.

You are a scholarship coordinator who wants applicants to succeed. Write a 200-word email to students who have started but not submitted their [program name] application. The email should: acknowledge the application takes effort, provide 3 specific tips to strengthen their submission, remind them of the deadline, and offer a contact for help. Do not pressure or shame. Tone: coaching, supportive.

Write the copy for a recruitment flyer for [program name]. Include: headline (8 words max), one-sentence description, award amount, eligibility in 3 bullets, deadline, how to apply (URL and/or QR code placeholder), and contact information. All text should fit in under 100 words total. No filler phrases like "Don't miss this opportunity."

You are a high school counselor with 300 students who forwards only scholarships that take under 60 seconds to evaluate. Write an outreach email FROM [program name] TO counselors. Include: who is eligible (sentence 1), award and deadline (sentence 2), what to do (3 action options), a copyable "forward to students" blurb in quotes, and staff contact. Max 150 words total.

Write a one-page program overview for high school counselors promoting [program name]. Sections: Program Summary (50 words), Eligibility at a Glance (bullet list), Award Details, Application Timeline, How to Nominate or Refer Students, FAQs (3 most common counselor questions with answers), Contact. Tone: professional, peer-to-peer. Avoid language that talks down to counselors.

Write a 200-word letter to high school principals asking them to designate [program name] as an official school-supported scholarship. Cover: program legitimacy, student benefit, what the school is asked to do (minimal ask), and what support we provide (flyers, presentations, application help). Close with a specific next step (reply, schedule a call, sign a simple MOU). No fundraising language.

Write a 150-word brief for college access coordinators and TRIO/Upward Bound staff introducing [program name]. Emphasize: alignment with first-gen and low-income student populations, what the scholarship covers, how to refer students, and what support students receive beyond the award (if applicable). Include a table with: Eligibility Criteria | Award | Deadline | Application Link | Staff Contact.

Write a 75-word scholarship spotlight for a school district counselor newsletter about [program name]. Format: 1 sentence on who it's for, 1 sentence on the award, 1 sentence on the deadline and how to apply, 1 sentence inviting counselors to contact us. Include a URL. Professional tone, no superlatives.

Write a 150-word thank-you letter from [program name] to a partner high school that referred [X] applicants this cycle. Acknowledge the school's role, name the number of students who applied (no names), note any who received awards (no names), and invite continued partnership. Warm but professional. No placeholder names — write the letter so staff can fill in specifics.

Write an email inviting a high school or community organization to host a 30-minute scholarship information session for [program name]. Include: what the session covers, what we provide (presenter, slides, flyers), what the host needs to provide (a room and 10+ students), how to schedule, and contact. Under 150 words. Make the ask easy to say yes to.

Write a 150-word outreach message to community college financial aid offices and transfer centers promoting [program name] for transfer students. State eligibility clearly (GPA, enrollment status, major if applicable). Explain the application process. Note any specific supports for transfer students. Include a referral link and staff contact. Tone: collegial and efficient.

Write a 100-word mid-year check-in email from [program name] staff to high school counselors we partnered with last year. Purpose: stay top-of-mind before the new application cycle opens. Include: a brief note of appreciation, one upcoming date to remember, an offer to provide updated materials, and a question that invites a response. No hard sell. Tone: relationship-first.

Write a one-page partnership renewal summary for schools that partnered with [program name] last year. Include: recap of outcomes (use placeholders for numbers), what's new this cycle, what the school is asked to do, what we provide in return, and a simple sign-off or confirmation step. Professional, concise, under 300 words.

You are a nonprofit communications writer. Write a 300-word narrative for [program name]'s annual donor impact report. Cover: number of scholars supported, aggregate outcomes (graduation rates, fields of study, career paths — no PII), one composite scholar story (clearly labeled as composite), and what donor funding made possible. Tone: grateful, evidence-based, not sentimental. Flag any stat placeholder for staff to verify before publishing.

Write a 200-word thank-you letter from [program name] to a donor who gave [gift amount or range, e.g., $500–$2,500]. Personalize to the donor's named fund or scholarship if applicable. Include: what the gift funds specifically, a brief aggregate scholar outcome (no student names), and an invitation to stay connected. Avoid clichés like "your gift makes a difference." Be specific.

Write a 250-word annual stewardship email to a named scholarship fund donor for [program name]. Include: number of scholars awarded from their fund this cycle, aggregate academic outcomes (no individual PII), one invited scholar quote (placeholder for consented quote), upcoming cycle dates, and a direct staff contact for questions. Professional, warm, specific.

Write a 150-word re-engagement email to a donor who gave to [program name] 2–3 years ago but has not given since. Do not guilt-trip. Acknowledge their past support, share one concrete program update, and issue a soft invitation to reconnect (reply to this email, visit the site, consider a gift this cycle). Close with a specific staff name and contact. Tone: low-pressure.

You are writing on behalf of [program name]. Write a 180-word partnership letter to a company in [industry] that aligns with our student population. Open with one sentence connecting the company's CSR goals to our mission. State: the sponsorship ask, what it funds, the student population served (aggregate, no names), visibility/recognition opportunities, and a clear next step. Flag: "The following company-specific claims should be verified before sending: [list assumed facts]."

Write a 200-word renewal letter from [program name] to a corporate sponsor completing their first year of partnership. Include: what their funding supported (specific outcomes, no PII), what's new in the coming cycle, the renewal ask with specifics, and a named staff contact to discuss. Professional, concise. No filler. Make renewing easy.

Write a 200-word year-end giving appeal for [program name] targeting individual donors. Open with one concrete outcome from this year (aggregate, no student names). State the funding need for the upcoming cycle. Include a clear donation ask with a specific amount suggestion and deadline. One call to action (donation link placeholder). Honest tone — no manufactured urgency.

Write a 250-word letter to a prospective major donor about the opportunity to establish a named scholarship fund with [program name]. Cover: what a named fund is, the minimum commitment, how scholars are selected, how the donor is acknowledged, and how to take the next step. No pressure language. Include a placeholder for gift officer name and contact.

Write a 250-word quarterly donor newsletter for [program name]. Sections: Program Update (what happened this quarter, aggregate data), Scholar Spotlight (placeholder for consented story or composite vignette labeled as such), Upcoming Cycle Dates, and How to Help (share, give, refer). Professional but warm. Under 300 words total.

Write a 300-word thank-you and outcome letter to a foundation that awarded [program name] a grant of [amount] for [purpose]. Include: how the grant was used, measurable outcomes achieved (use placeholders staff will fill in), any challenges encountered and how they were addressed, and a statement about impact going forward. Tone: accountable, transparent, professional.

Write opening-day posts for [program name]'s application window across 3 platforms. Platform 1 (LinkedIn): 100-word professional announcement, eligibility in the first sentence. Platform 2 (Instagram): 50-word caption with a clear CTA and 5 relevant hashtags (no trending tags unless verified relevant). Platform 3 (Facebook): 80-word post optimized for sharing by school counselors and parents. No student names or photos in any prompt output. Include link placeholder.

Write a template for celebrating scholarship award recipients on social media that protects student privacy. Provide: a version that uses only first name + field of study (consented), a version that uses no names but describes the cohort in aggregate, and a version for sharing a consented student quote without identifying details. Each version under 75 words. Include a note reminding staff to confirm consent before posting.

Write a 5-post deadline countdown series for [program name] with the final deadline of [date]. Posts should be spaced: 3 weeks out, 2 weeks out, 1 week out, 3 days out, day-of. Each post: under 60 words, single CTA, one specific fact about the program (award amount, eligibility, outcome stat), application link placeholder. Vary tone across posts — do not repeat the same language.

Write 3 social media posts for [program name] that address common applicant misconceptions. Myth 1: "This scholarship is only for students with perfect grades." Myth 2: "The application takes too long." Myth 3: "I won't qualify because of [common eligibility misunderstanding — staff to specify]." Each post: state the myth, correct it in 2 sentences, include a CTA. Under 70 words each.

Write a social media post asking current or past scholars to share why they applied to [program name]. Frame it as an invitation for user-generated content. Include: what to share (their story, 2–3 sentences), where to share it (tag us, use hashtag [placeholder]), and a note that selected stories may be featured (with permission). Under 80 words. Tone: inviting, not pressuring.

Write a social media post celebrating [program name]'s [X]-year anniversary. Include: years in operation, total scholars served (aggregate), one sentence of mission statement, and a forward-looking statement. Under 100 words. Avoid superlatives. Do not fabricate statistics — leave placeholders for staff to verify numbers.

Write a donor appreciation social media post for [program name] that can be used on LinkedIn and Facebook. Do not name individual donors unless staff adds names manually. Acknowledge the donor community collectively, state what their support funded (aggregate data), and invite others to join. Under 100 words. Professional tone, not gushing.

Write a LinkedIn post recruiting new board members for [program name]. State: what the board does, who we are looking for (skills, not demographics), time commitment, how to express interest. Under 120 words. Direct, no jargon. Avoid phrases like "passionate about education."

Write social media posts promoting the annual [program name] scholarship ceremony for 3 audiences: (1) scholars and families (warm, celebratory, 60 words), (2) donors and sponsors (recognition-focused, professional, 80 words), (3) general public and community partners (mission-focused, inviting, 70 words). Include event date, location, and RSVP link placeholder in each. No student names.

Write a caption for a year-in-review data graphic for [program name]. The graphic contains: number of applications received, number of awards, total dollars awarded, and number of schools represented. Caption should: contextualize the numbers, thank the community, and point to next year's cycle. Under 100 words. Include hashtag placeholder and link placeholder.

Write a 200-word welcome email from [program name] to a newly selected scholar (no name in the output — staff will personalize). Cover: congratulations (1 sentence), what happens next (3 steps), what the scholar can expect from us, and who to contact with questions. Warm but not effusive. Practical.

Write a 150-word waitlist notification email for [program name] applicants. Be honest about their status, explain how the waitlist works, state a timeline for updates, and invite them to reapply next cycle if applicable. No false hope. Compassionate but clear. Staff will personalize name and date fields.

Write a 120-word application confirmation email for [program name]. Confirm receipt, state the review timeline, list 1–2 things the applicant may be asked to provide later (interview, additional docs), and give a contact for questions. Tone: efficient, reassuring. No inflated language about the applicant's "amazing" submission.

Write a compassionate, professional declination email for [program name] for applicants who were not selected. Include: appreciation for applying (specific to their effort, not generic), an honest brief reason if policy allows (or a note that feedback is unavailable), encouragement to reapply, and 2 other scholarship resources to explore. Under 180 words. Staff must review before sending. Do not imply the student did anything wrong.

Write a 150-word renewal reminder email for a returning scholar at [program name]. State: what is required to renew, the deadline, how to submit, who to contact if they have questions, and a brief encouraging note. Matter-of-fact tone. Include placeholders for GPA requirement and deadline date.

Write a 150-word mid-semester check-in email from [program name] staff to active scholars. Purpose: maintain relationship, surface any challenges early. Include: a brief update from the program, 2 questions asking how things are going, an offer to connect, and upcoming program dates. Tone: mentoring, not monitoring.

Write a 150-word email inviting a [program name] finalist to an interview. Include: congratulations on advancing, interview format (virtual/in-person), date and time placeholder, what to prepare (brief, not overwhelming), who to contact to reschedule if needed, and a word of encouragement. Professional, warm. No over-promising about selection outcomes.

Write a 150-word thank-you email from [program name] to volunteer application reviewers after a review cycle. Thank them for their time, briefly note the outcome of the cycle (aggregate: number reviewed, number selected), invite them to participate next year, and note when they can expect any follow-up communication. Specific, genuine, brief.

Write a 200-word email to [program name] alumni who have not been engaged in the past 2+ years. Purpose: reconnect, not fundraise. Share one program update, ask one question about their life since graduating, and offer one way to stay involved (mentoring, speaking, social media follow). No donation ask. Tone: peer-to-peer, not institutional.

Write an email campaign launch message for [program name]'s application opening. Version A (for prospective applicants): 120 words, application link, key dates, one reason to apply now. Version B (for school partners): 100 words, asking counselors to share with eligible students, referral toolkit link placeholder. Version C (for donors): 80 words, note that the cycle is open, invite them to share with their networks. All three in one output.

Write homepage hero copy for [program name]'s website. Deliverables: H1 headline (8 words max, student-benefit focused), H2 subheadline (1 sentence, includes award and eligibility hint), one CTA button label (4 words max), and a 30-word intro paragraph. No organization-centric language in the H1. Optimize for clarity over creativity.

Write a 250-word "About" page for [program name]. Cover: mission (1 sentence), who is served (specific population), what the award includes, how scholars are selected (briefly), history or founding story (1 sentence), and a closing sentence that invites prospective applicants to apply. No jargon. Use second person ("you") for applicant-facing sections.

Write the eligibility page for [program name]'s website. Format: one introductory sentence, a Yes/No checklist of 6–8 eligibility requirements, a "Not sure if you qualify?" section with a contact prompt, and a note about re-application for those who don't currently qualify. Based on: [paste eligibility criteria — no student data]. Optimize for position-zero AI answer retrieval.

Write a 10-question FAQ page for [program name] applicants. Questions must come from the applicant's perspective, not the organization's. Cover: eligibility edge cases, application process, timeline, selection criteria, what happens after selection, renewal requirements, and contact. Each answer: under 60 words, plain language, specific. No vague answers like "it depends."

Write a 200-word "How We Select Scholars" page for [program name]'s website. Cover: who reviews applications, what the criteria are (no rubric scores), how bias is managed (briefly), timeline from close to notification, and what applicants can and cannot expect during review. Transparent, trust-building tone. Avoid language that implies subjective preference without explanation.

Write a clear, scannable renewal requirements page for [program name] scholars. Include: GPA minimum, enrollment status, required check-ins or reporting, deadline for renewal application, and what happens if a scholar is at risk of losing eligibility. Format: bullet list + short explanatory paragraph. Under 200 words. Tone: informative, not threatening.

Write the contact page copy for [program name]'s website. Include: who to contact for what (applicant inquiries, donor inquiries, school partnerships, media), response time expectations, a brief FAQ link for common questions, and accessibility note (TTY/relay if applicable). Under 150 words. Make it easy to find the right person quickly.

Write a 150-word program description for [program name] optimized for AI answer engines (GEO format). Lead with the most common question: "What is [program name]?" Answer it in the first sentence. Include: award amount, eligibility, deadline, and how to apply in the first paragraph. Use simple declarative sentences. Avoid passive voice. This text will be indexed and may be quoted by AI assistants.

Write a "Key Dates" web page for [program name]'s application cycle. Format: a simple table or timeline with: Application Opens, Application Closes, Review Period, Notification Date, Acceptance Deadline, Award Disbursement. Below the table, write a 50-word note about late applications (accepted or not) and who to contact with timeline questions. Clean, scannable, no filler.

Write a template for a "Scholar Stories" page on [program name]'s website that protects student privacy by design. Include: a template for stories using first name and major only (with explicit note that student consent is required), a composite vignette format (labeled "Representative Scholar Story"), and a 50-word note about how stories are collected and how students can opt out. The template, not an actual story.

Write a monthly newsletter template for current [program name] scholars. Sections: Personal opening (2 sentences, staff to customize), Scholar Spotlight (placeholder for consented story), Upcoming Deadlines (table format), Resource of the Month, and Warm Closing with staff contact. Under 220 words. Design for mobile reading. Do not assume scholars check email daily.

Write a 150-word email inviting [program name] scholars to a professional development event or workshop (e.g., resume workshop, networking session, career panel). Include: what the event covers, why it's valuable, date/time/location placeholder, RSVP link placeholder, and what to bring or prepare. Tone: opportunity-focused, not mandatory.

Write a 150-word email inviting a current [program name] scholar to participate in a peer or alumni mentorship program. Cover: what the program involves (time commitment, format), what the scholar gains, how to sign up, and who to contact with questions. Tone: inviting, no pressure. Under 150 words.

Write a 100-word email inviting [program name] scholars to complete an end-of-year program survey. State: why their feedback matters (specific), how long it takes (be honest), the deadline, and what happens with their responses. Include a note that responses are confidential. No incentive language unless staff adds one. Tone: respectful of their time.

Write a brief, sensitive email from [program name] to scholars acknowledging that academic life is stressful and that the program cares about their wellbeing. List 3–4 campus or national support resources (use placeholders for specific school resources). Note that the program staff is also available to talk. Do not be alarmist or presumptuous. Under 150 words. Staff must review before sending.

Write a 150-word congratulatory email to a [program name] scholar who is graduating. Acknowledge their completion (1 sentence), thank them for representing the program, invite them to stay connected as an alum, and share one way they can give back (speaking, mentoring — no donation ask in this touchpoint). Warm, not formulaic.

Write a 150-word check-in email to a [program name] scholar who may be at risk of not meeting renewal requirements. Tone: supportive, not punitive. Ask how they are doing, name the requirement (GPA or enrollment) without accusation, offer a conversation to discuss options, and include a deadline for resolving the issue. Staff must review and personalize before sending.

Write a 120-word email inviting [program name] scholars to a cohort community event (virtual or in-person). Cover: what the event is (format, not just a name), who will be there, what scholars can expect to gain from attending, and RSVP link/deadline placeholder. Tone: social, low-stakes, no performance pressure.

Write an email asking a [program name] scholar for permission to feature their story on social media. Be explicit about: what will be shared (major, institution, quote — no home address, no family details), where it will be posted, how they can review it before publication, and how to decline without consequence. Include a simple consent confirmation step. Under 150 words.

Write a brief congratulatory email to a [program name] alum who has shared a career milestone (new job, promotion, degree). Acknowledge the milestone specifically, connect it briefly to their scholar journey, and invite them to share their story with current scholars if they are willing. No ask. Under 100 words. Tone: proud, peer-level.

Write three versions of a save-the-date announcement for [program name]'s annual scholarship ceremony: (1) Email format, 80 words, for scholars and families. (2) Social media caption, 60 words, for public announcement. (3) Text/SMS version, under 160 characters, for scholars. All include: event name, date, location/format placeholder, and RSVP link placeholder. No student names.

Write a 180-word letter inviting a corporate sponsor to purchase a table or seats at [program name]'s annual scholarship ceremony. Cover: event overview, who attends, visibility/recognition included, pricing placeholder, and RSVP or commitment deadline. Professional, specific, no soft-focus language. Make the value proposition clear.

Write the narrative sections for [program name]'s scholarship ceremony program booklet. Sections: Welcome from Executive Director (100 words, mission-forward), About the Scholars (aggregate: number, fields, schools — no names without consent), Donor Acknowledgments page (template for listing names/organizations), and Closing Statement (50 words, forward-looking). Staff will insert actual names and data.

Write a 150-word post-ceremony thank-you email from [program name] to all attendees (scholars, families, donors, guests). Thank them for attending, share one highlight from the event (placeholder for staff to add), include a link to event photos if available (placeholder), and invite them to stay connected. Warm, brief, specific.

Write a 150-word logistics email for [program name] scholars and families attending a virtual event. Include: Zoom/platform link placeholder, how to test their audio/video in advance, what to expect (agenda overview, 3 bullets), who to contact if they have technical issues, and a note about recording. Accessible and non-technical language.

Write a 150-word email to the families of [program name] scholarship recipients in advance of the award ceremony. Acknowledge their role in the scholar's journey (briefly, not saccharine), share what to expect at the event, provide logistics details (placeholders), and note how proud the program is of the scholar. Do not use family member names.

Write a 150-word post-event recap email from [program name] to corporate sponsors. Cover: event highlights (aggregate attendance, number of scholars recognized), visibility delivered to the sponsor (mentions, table presence — placeholders), a thank-you, and a note about next year's cycle. Professional, evidence-based, brief.

Write a 180-word email inviting a professional (donor, alumni, or community leader) to speak or sit on a panel at [program name]'s upcoming event. State: the event, the audience, the topic or question you want them to address, the time commitment (specific), any compensation or recognition offered, and a clear yes/no response deadline. No flattery beyond one sentence.

Write an internal event debrief summary template for [program name] staff after a scholarship ceremony or program event. Sections: Attendance (planned vs. actual), Highlights (3 bullets), What Worked, What to Improve, Donor/Partner Feedback (placeholder), Follow-Up Actions (table: Action | Owner | Deadline). Staff will complete the content; this is the structural template.

Write a 120-word save-the-date for [program name]'s annual gala targeted at major donors and board members. Tone: formal but mission-driven. Include: event date and venue placeholder, a one-sentence "why this matters" hook, RSVP deadline placeholder, and a named staff contact. No general public language — this version is for high-relationship contacts.

Write a 250-word board report narrative for [program name]'s quarterly meeting. Cover: applications received vs. last cycle (placeholder for data), selection outcomes, any equity flags identified in this cycle's applicant pool (process-level, no individual data), staff capacity notes, and 1–2 decisions the board is being asked to make. Professional, data-forward, no spin. Staff must verify all numbers before submitting.

Write a one-page AI Use Policy for [program name] for board review and approval. Sections: Purpose, Scope (what tasks AI may assist with), Permitted Uses, Prohibited Uses (include: no individual student data in AI prompts, no AI-only decisions on awards), Human Oversight Requirements, Staff Responsibilities, and Review Cadence. Tone: governance-level, precise. This is a draft; board should treat it as such.

Write a 300-word executive summary of [program name]'s annual report for board members. Cover: program performance vs. stated goals (placeholder for data), financial summary (placeholder), strategic priorities met, risks and how they were mitigated, and 3 priorities for the next fiscal year. Concise, strategic, honest. No puffery.

Write a board meeting agenda item brief for a proposed new initiative at [program name] (e.g., adding a mentoring component, expanding eligibility). Format: Background (50 words), Proposed Change (50 words), Why Now (30 words), Financial Implication (placeholder), Equity Consideration (30 words), Staff Recommendation (1 sentence), Board Action Requested (approve / discuss / table). Under 250 words total.

Write a one-page board recruitment description for [program name]. Include: organization overview (50 words), board role and responsibilities (bullet list), skills and expertise sought (specific list — avoid "passionate about"), time commitment (meetings per year, expected prep time), term length, how to apply or express interest, and staff contact. Professional, candid about commitment level.

Write a board-level risk summary (1 page) for [program name] covering AI and data use risks. Risk categories: Student Data Privacy, Algorithmic Bias in Application Review, Staff AI Skill Gap, Vendor Reliability, and Reputational Risk. For each: 1-sentence risk description, likelihood (High/Medium/Low — staff to assess), current mitigation, and recommended action. Format: table. Staff completes the assessment; this is the template.

Write a 150-word donor stewardship section for [program name]'s board report. Cover: number of active named funds, total donor households, retention rate vs. prior year (placeholder), any lapsed major donors flagged for board awareness (no names in this draft — staff adds), and recommended board member outreach actions. Data-driven, governance-appropriate tone.

Write a mid-year strategic plan progress update for [program name] board. Format: Goal | Status (On Track / At Risk / Achieved) | Brief Note. Cover 4–6 goals (placeholders — staff inserts actual goals). After the table, write a 50-word narrative note on the most significant risk to plan completion. Honest, no false positivity.

Write a 300-word orientation briefing document for a new [program name] board member. Cover: program overview, current scholar cohort (aggregate), governance structure, top 3 strategic priorities, the board's current ask for this year, key staff contacts, and the most important thing to know in the first 90 days. Clear, welcoming, practical.

Write a 150-word board brief on key compliance considerations for [program name]'s scholarship program (non-legal advice; for orientation purposes). Cover: IRS requirements for scholarship programs (scholarship vs. taxable grant distinction), FERPA considerations for student data, and state-level scholarship tax considerations (generic — staff must verify with legal counsel). Flag clearly: "This is a general orientation note. Consult legal counsel for specific guidance."

Write a 200-word orientation email from [program name] to volunteer application reviewers at the start of a new review cycle. Cover: review timeline, rubric summary (2–3 dimensions, no detailed scoring), equity reminders (watch for language fluency bias, zip code bias, school-type bias), how to flag concerns, and who to contact with questions. Tone: collegial, not condescending.

Write a plain-language explainer for [program name]'s application scoring rubric for new reviewers. Take these rubric dimensions (staff inserts actual dimensions) and for each: write a 2-sentence explanation of what the dimension measures, one example of a "strong" indicator, one example of a "weak" indicator, and one common bias risk to watch for. Do not fabricate rubric criteria — use only what staff provides.

You are a scholarship program reviewer. The following application response has been provided by staff [staff pastes anonymized response with all PII removed]. Summarize this response in 3–4 bullet points covering: main theme, demonstrated need or context (if present), stated goals, and any information gaps that would require follow-up. This summary is a triage aid only. Staff must read the original before making any selection decision. Flag any statement you are uncertain about with "[VERIFY]".

Write a template for [program name] staff to use when generating AI-assisted meeting summaries. The template should include: Meeting Name, Date, Attendees (placeholder), Agenda Items (table), Key Decisions Made, Action Items (Action | Owner | Deadline table), Open Questions Carried Forward, and Next Meeting Date. The output is a first draft — staff must verify against actual notes before distributing.

Write a job description for a Scholarship Program Coordinator at [program name]. Include: job summary (50 words), key responsibilities (8–10 bullets, specific), required qualifications (skills and experience, not degrees unless genuinely required), preferred qualifications, compensation range placeholder, and application instructions. Avoid coded language that may screen out qualified diverse candidates. Staff must review for equity and accuracy before posting.

Write a 1-page staff AI use agreement for [program name] employees. Cover: approved uses (drafting, summarizing, scheduling), prohibited uses (student PII in prompts, final award decisions without human review), required disclosures (when to note AI assistance in internal documents), escalation process for uncertain cases, and acknowledgment signature line. Plain language, under 400 words total.

I have a donor contact list with inconsistent formatting (mixed case names, missing titles, duplicate entries). Write a step-by-step instruction set I can give to a data entry assistant or use with a spreadsheet tool to: standardize name capitalization, flag likely duplicates, identify records with missing email or phone, and export a "needs review" list. Do not process actual donor data — produce the instructions only.

Write a process documentation template for [program name]'s annual application review cycle. Sections: Pre-Review Preparation (checklist), Reviewer Assignment Process, Scoring and Calibration Protocol, Conflict of Interest Procedure, Escalation Steps for Edge Cases, Final Selection Meeting Format, Notification Timeline, and Post-Cycle Audit. Staff will fill in specifics. Format: numbered steps under each section. Under 500 words total for the template structure.

Write a 20-item equity audit checklist for [program name] to use after each application cycle. Cover: applicant pool demographics vs. eligible population, outreach channel reach, language access, school-type representation, selection rate by subgroup (aggregate), reviewer calibration consistency, essay prompt language review, appeal/complaint process, and documentation completeness. Format: Yes / No / Needs Review for each item. Staff uses this as a post-cycle quality tool, not a compliance form.

You are facilitating an end-of-year retrospective for [program name] staff. Generate 10 discussion questions for a 60-minute team session covering: what worked in the application cycle, what created friction, where AI tools helped, where human review caught AI errors, equity concerns that surfaced, and what to change next cycle. Questions should be open-ended, specific to scholarship operations, and safe for honest answers. Do not generate answers — generate questions only.