Prompt Crafting for Effective AI Interactions

AIE · 40 questions

• A 311 analyst learns what to put into a generative model when requesting a ticket summary. What basics-of-prompting idea is being taught?
• A court clerk finds that vague prompts like "fix this" yield unusable continuance letters compared with specific role and format asks. What prompt principle is illustrated?
• City communications sets the role "you are a city plain-language editor" before asking for a boil-water notice rewrite. What prompting basic is applied?
• Housing staff paste the relevant lease FAQ excerpt into the prompt so answers stay grounded. What prompt-crafting basic is demonstrated?
• A parks marketer specifies the output as three bullet benefits and one call-to-action for an event blurb. What prompt basic is used?
• A finance analyst states the audience is council members, not accountants, when summarizing a CIP report. What prompt constraint is being set?
• Municipal IT helpdesk forbids pasting passwords into prompts and teaches that prompts can leak sensitive data. What prompting basic is emphasized?
• An emergency PIO separates standing policy instructions from variable incident details in a reusable prompt template. What basics idea is shown?
• A library tutor-bot prompt tells the model to refuse homework cheating and instead offer study strategies. What prompting basic is applied?
• A permitting coach shows that dumping an entire case history into a prompt can confuse the model more than concise relevant excerpts. What basic is taught?
• An open-data educator contrasts asking with no example versus providing one sample of a good dataset abstract. What prompting literacy is taught?
• A city attorney requires prompts to say do not invent statute citations and to admit uncertainty when unsure. What prompting basic is enforced?
• A utilities writer asks the model to use an eighth-grade reading level for outage SMS drafts. What prompt constraint is illustrated?
• A 311 team revises a prompt from open-ended "categorize this" to a closed list of valid service categories with definitions. What effective-prompt practice is shown?
• A council clerk asks for a neutral summary of public comments without favoring any speaker. What effective prompt requirement is being set?
• A health department includes must-cite local guidance URLs when drafting clinic FAQ answers. What effective grounding practice is used?
• Transit customer service prompts require an apology, next-bus ETA fields, and an escalation path when riders are angry. What effective-prompt structure is shown?
• A procurement prompt asks for a comparison table of three proposals against named RFP criteria only. What effective output demand is illustrated?
• A records prompt says to quote deed book and page exactly from provided OCR text and never guess missing digits. What crafting rule is enforced?
• An HR prompt for interview-question drafts bans demographic assumptions and focuses on job competencies. What effective inclusive practice is shown?
• A snow-desk prompt includes today's parking-ban map excerpt so answers match the active emergency order. What effective context practice is used?
• An accessibility office prompts for alt text that describes the function of UI controls on the benefits site, not mere decoration. What effective prompt goal is set?
• A grants team prompt asks for strengths, gaps, and a confidence note for each AI-scored application section. What prompting practice is shown?
• A police public-records unit prompts a redaction assistant to list what was removed and why by category. What effective-prompt goal is set?
• A budget office asks the model to flag any figure not present in the attached spreadsheet rather than interpolate missing values. What crafting rule is enforced?
• A city museum prompt specifies reading age 10–12 and local history only for a field-trip worksheet draft. What effective-prompt constraints are used?
• A facilities prompt requires separating safety-critical HVAC faults from comfort issues in work-order drafts. What prompting practice is demonstrated?
• A 311 analyst pastes few-shot examples of well-written resolutions before generating a new ticket closeout. What prompt technique is used?
• A planner first prompts to extract variance criteria from the zoning code, then prompts to apply those criteria to the applicant narrative. What technique is this?
• A PIO drafts a boil-water notice, prompts a critique for panic language, then rewrites a calmer version. What technique is illustrated?
• An auditor asks the model to show step-by-step reasoning on a purchasing-policy checklist before a final yes or no. What prompting literacy is shown?
• A legal assistant uses a self-check prompt asking the model to list any statutes cited that were not in the source packet. What technique is applied?
• A data steward splits a messy ticket into classify, extract entities, then draft reply as separate prompts. What technique is demonstrated?
• A training team includes negative examples of bad leaked-PII summaries in the prompt so the model knows what to avoid. What technique is this?
• A housing office drafts English, then prompts translation, then runs a back-translation check for multilingual flyers. What multi-pass technique is used?
• An ops center assigns different system prompts to a drafter assistant and a policy-checker assistant for emergency messages. What technique is approximated?
• An analyst keeps creativity settings low when factual permit checklists must stay deterministic. What technique awareness is shown?
• A clerk wraps resident email text in clear delimiters so instructions stay separate from the message body. What technique reduces confusion?
• An innovation lab teaches staff to keep system policy above resident messages that try to waive fees or ignore rules. What defensive prompting literacy is taught?
• A performance office embeds success criteria in prompts such as must include hours, address, and an ADA note. What technique is used?