AI Prompts for Government Officials and Policy Makers

"Create a 1-page policy impact brief template for senior government leadership. The brief should distill a complex piece of legislation into: (1) a 2-sentence summary of what the bill does, (2) fiscal impact estimate, (3) the 3 biggest risks to the agency, (4) political sensitivities and stakeholder reactions, (5) implementation timeline, and (6) a clear recommendation (support, oppose, or amend with specifics). Demonstrate with a hypothetical bill that would mandate AI transparency audits for all government agencies using automated decision-making systems."

"Draft a professional and empathetic response to a resident who has submitted a formal complaint about persistent potholes on their street that have damaged their vehicle. The response should: acknowledge the frustration, explain the current road maintenance schedule and prioritization process, provide a specific timeline for when their street will be addressed, include information about how to file a vehicle damage claim, and offer a direct contact for follow-up. Tone should be warm but professional, avoiding bureaucratic jargon."

"Create a template for tracking and summarizing changes between versions of legislation as it moves through committee. The template should include: a side-by-side comparison format, categorization of changes (substantive vs. technical), impact assessment for each substantive change, new provisions added, provisions removed, and a summary of which stakeholder groups are affected by each change. Demonstrate with a hypothetical data privacy bill that has been amended to include new exemptions for small businesses and stronger penalties for violations."

"Generate a media Q&A preparation sheet for a city official who must address the press about a controversial decision to close 3 underperforming public schools and consolidate students into 2 remaining schools. Include: 10 tough questions a reporter would ask (including hostile framing), a recommended answer for each that is transparent but stays on message, 3 key talking points to pivot to, 2 questions to avoid answering directly and how to deflect gracefully, and a 30-second opening statement for the press conference."

"Draft an inter-agency briefing memo coordinating the response to a cybersecurity incident that affected the city's online permitting system. The memo should: summarize the incident (timeline, scope, data affected), identify which departments need to take action (IT, Legal, Communications, affected service departments), assign specific responsibilities to each, establish a communication protocol, set a timeline for remediation steps, and include talking points for any public inquiries. Format for quick scanning by busy department heads."

"Create a template for summarizing a City Council session's outcomes for internal distribution. Include: each agenda item with the vote tally (yes/no/abstain by council member), a 1-sentence summary of what was decided, any amendments that were adopted, items tabled for future discussion, notable public comments, and action items assigned to specific departments with deadlines. Demonstrate with a hypothetical session covering a budget amendment, a zoning variance, and a new parking ordinance."

"Draft an internal memo to the Finance Director explaining the Q4 budget variance of $340,000 in the Public Works department. Attribute the overage to three specific factors: emergency storm cleanup costs after the October flooding ($180,000), unplanned overtime for snow removal ($95,000), and a 15% increase in materials costs ($65,000). For each factor, explain why it was unforeseeable, what was done to minimize costs, and propose a specific plan to offset the variance in the next fiscal year including budget line items to adjust."

"Create a public communication plan template for a city government responding to a major flooding event. Include: pre-event preparation messaging (48 hours before), real-time alert channels with specific platforms (social media, emergency broadcast, text alerts, sirens), evacuation route communication with accessibility considerations, shelter location announcements, a press conference schedule, post-event recovery resource guides, and a responsibility matrix showing which department owns each communication channel. Include sample message templates for each phase."

"Write the Project Narrative section for a federal Safe Routes to School grant application to improve crosswalk safety near three elementary schools. Include: the problem statement with recent pedestrian accident data (5 incidents in 2 years), the proposed interventions (raised crosswalks, rectangular rapid flashing beacons, improved lighting) with cost estimates, a 12-month project timeline with milestones, evidence of community support, how the project addresses equity (serving a Title I school area), and a sustainability plan for maintenance after the grant period ends."

"Create an equity impact assessment framework that city departments can use before implementing any new policy or program. Include evaluation criteria for: racial equity, income equity, geographic equity, disability access, and language access. Provide a 1-5 scoring rubric for each criterion, a list of required data sources for the assessment (Census data, community surveys, service utilization records), and a template for documenting findings, potential negative impacts, and specific mitigation strategies. Include a decision matrix for when a policy should be modified versus approved as-is."

"Create a detailed outline for a Request for Proposal (RFP) for modernizing the city's cloud storage and IT infrastructure. Include sections for: scope of work with specific deliverables, FedRAMP and StateRAMP compliance requirements, data migration plan from legacy systems with rollback provisions, cybersecurity standards (NIST 800-53), 99.9% uptime SLA with penalty clauses, 24/7 support requirements with response time tiers, pricing structure (fixed vs. variable), evaluation criteria with weighted scoring, and a timeline for the procurement process from RFP release to contract award."

"Define 15 key performance indicators (KPIs) for a city government performance dashboard covering public safety, infrastructure, parks and recreation, permitting, and public health. For each KPI, specify: the metric name, exact calculation method, data source, reporting frequency, target benchmark based on comparable cities, trend direction (higher is better vs. lower is better), and recommended visualization type (gauge, line chart, bar chart). Prioritize metrics that are meaningful to both city leadership and the general public for transparency reporting."