Design Training That Actually Changes Behavior

Create a course outline for: [topic]. Audience: [describe — role, current knowledge, what they need to do after]. Duration: [hours/days]. Format: [in-person, virtual, self-paced, blended]. Learning objectives: [what participants should be able to DO after, not just know]. Create: (1) 4-6 modules with clear learning objectives per module (use Bloom's taxonomy verbs), (2) content outline for each module — key concepts, activities, and timing, (3) at least one hands-on activity or practice per module (not just lecture), (4) assessment method per module, (5) prerequisite knowledge, (6) materials and resources needed.

Write a 5-minute microlearning module on [specific topic]. Audience: [describe]. This is part of a series on [broader topic]. The module should: (1) open with a hook — a scenario, question, or surprising fact (15 seconds), (2) teach ONE concept clearly with an example (2 minutes), (3) show a wrong way vs right way comparison (1 minute), (4) include a practice exercise or reflection question (1 minute), (5) close with a summary and a link to the next module (30 seconds). Write it as a script with visual/slide suggestions in brackets. Keep language conversational, not academic.

Write a realistic case study for a training session on [topic]. Audience: [describe their role]. The case should: (1) present a realistic scenario they would actually face at work (not a textbook example), (2) include enough detail to analyze but not so much it overwhelms, (3) embed 3-4 decision points where learners must choose an approach, (4) have no single "right" answer — create genuine tension between valid options, (5) include discussion questions that push beyond surface-level analysis, (6) provide a facilitator guide with teaching points for each discussion question.

Design a blended learning program for [topic]. Duration: [total weeks]. Audience: [number of participants and their context]. Available technology: [LMS, video tools, etc.]. Create: (1) a week-by-week structure alternating between self-paced and live components, (2) self-paced elements — videos, readings, quizzes (with content descriptions), (3) live session agendas — activities that require human interaction (not lecture), (4) peer learning components — discussion forums, buddy pairs, group projects, (5) a communication plan — when and how to nudge participants, (6) completion and engagement metrics to track.

Write a branching scenario for an e-learning module on [topic]. The learner plays the role of [role]. The scenario: [describe the situation]. Create: (1) an opening scene that sets the context, (2) 3-4 decision points where the learner chooses an action, (3) for each decision: 2-3 options with realistic consequences (no obviously wrong answer), (4) branching paths — different choices lead to different outcomes, (5) a debrief at the end explaining the optimal path and why, (6) feedback for each choice that teaches, not just judges ("You chose X. Here is why that approach tends to..." not "Wrong!").

Create a complete facilitation guide for a [duration] workshop on [topic]. Participants: [number and roles]. Learning goal: [what they should leave being able to do]. Create: (1) a minute-by-minute agenda with activity descriptions and transitions, (2) an opening exercise that builds psychological safety and establishes relevance (not a generic icebreaker), (3) 2-3 core learning activities with step-by-step facilitation instructions, (4) materials list (flip charts, handouts, sticky notes, etc.), (5) energy management — when to take breaks, when to switch modalities, (6) a closing activity that creates commitment to apply learning, (7) facilitation tips for handling dominant participants, quiet participants, and off-topic tangents.

Design 5 interactive learning activities for a training session on [topic]. Audience: [describe]. Group size: [number]. Constraints: [in-person/virtual, time per activity, materials available]. For each activity: (1) name and brief description, (2) learning objective it serves, (3) step-by-step instructions, (4) time required, (5) debrief questions to extract learning from the experience, (6) adaptations for virtual delivery if in-person, or vice versa. Mix activity types: at least one individual reflection, one pair work, one small group, and one full-group activity.

Design a train-the-trainer program for [course/topic]. I need [number] internal trainers to deliver this consistently. Their current teaching experience: [describe]. Create: (1) a trainer certification curriculum — what they need to know and practice, (2) a co-facilitation plan — how they shadow, co-deliver, then solo deliver, (3) a trainer guide with scripted key points, common questions, and troubleshooting, (4) an observation checklist for evaluating trainer delivery, (5) a quality assurance process — how to maintain consistency across trainers, (6) ongoing development — how trainers improve over time.

My virtual workshop keeps losing participants to multitasking. Topic: [describe]. Duration: [hours]. Platform: [Zoom/Teams/Webex]. Participants: [number]. Fix my engagement: (1) redesign the agenda with an interaction every 4-5 minutes (polls, chat, breakouts, annotations, reactions), (2) specific engagement tools to use at each point, (3) a "cameras on" strategy that is encouraging, not demanding, (4) a co-facilitator role — what they monitor and manage, (5) pre-work that creates investment before the session starts, (6) a follow-up activity within 24 hours that reinforces learning.

I facilitate training sessions and regularly encounter difficult participant behaviors. My context: [describe typical sessions — topic, audience, format]. Give me strategies for: (1) the dominator — talks too much, answers every question, derails discussions, (2) the resistor — arms crossed, "this does not apply to me," openly skeptical, (3) the side-conversationalist — whispers to neighbors during content, (4) the smartphone addict — constantly checking their phone, (5) the too-quiet participant — never contributes but might be disengaged or just introverted. For each: the root cause, 2-3 in-the-moment interventions, and prevention strategies for next time.

Create a knowledge assessment for a training program on [topic]. Audience: [describe]. The assessment should be: [pre-training diagnostic / post-training evaluation / certification exam]. Create: (1) 15 questions mixing: 5 multiple choice (test recall), 5 scenario-based (test application), and 5 short-answer (test synthesis), (2) an answer key with explanations for why each answer is correct, (3) a scoring rubric for short-answer questions, (4) a passing threshold recommendation, (5) how to use pre/post scores to measure training effectiveness, (6) accommodations for different learning needs.

Design a training evaluation plan using the Kirkpatrick model for [training program]. Audience: [describe]. Business goal: [describe]. For each level: Level 1 (Reaction): survey questions and timing. Level 2 (Learning): pre/post assessment approach. Level 3 (Behavior): how to measure on-the-job behavior change 30-60-90 days after. Level 4 (Results): business metrics to track and how to attribute improvement to training. Include: (1) specific tools and templates for each level, (2) data collection timeline, (3) who is responsible for each measurement, (4) how to present results to stakeholders.

Design a practical skills assessment for [skill]. This is for: [certification / competency verification / development planning]. The skill requires: [describe what proficiency looks like]. Create: (1) an observable performance checklist — specific behaviors to look for, (2) a realistic scenario or task the person must complete, (3) a rubric with 4 levels: novice, developing, proficient, expert — with specific behavioral descriptions for each, (4) assessor instructions — how to observe without interfering, (5) a feedback template for delivering results, (6) a development plan template for those who do not yet meet proficiency.

Create a post-training feedback survey that goes beyond "did you like it?" Training: [describe]. Duration: [length]. Format: [in-person/virtual/e-learning]. Create: (1) 10 questions covering: relevance to job, quality of facilitation, practical applicability, pace, and most/least valuable elements, (2) 2 open-ended questions that generate actionable improvement data, (3) a Net Promoter Score question adapted for training ("How likely are you to recommend this training to a colleague?"), (4) questions that predict behavior change (not just satisfaction), (5) timing — when to send for best response rates, (6) how to analyze and act on the results.

Design an internal certification program for [skill/role]. Audience: [who can pursue certification]. Business purpose: [why certification matters]. Create: (1) certification requirements — knowledge, skills, and experience criteria, (2) a learning pathway to prepare candidates, (3) assessment components — written, practical, portfolio, or combination, (4) recertification requirements (how to stay current), (5) governance — who evaluates, who decides, appeals process, (6) recognition — how certification is communicated internally and what it unlocks (pay, opportunities, title).

Design a 90-day onboarding program for [role]. Department: [describe]. Team size: [number]. Manager: [describe availability]. Create a phased plan: Days 1-7: orientation and setup — what happens each day. Days 8-30: learning phase — key knowledge, systems, processes, and initial projects. Days 31-60: contributing phase — increasing independence with check-ins. Days 61-90: performing phase — full responsibilities with support. For each phase: (1) specific milestones, (2) meetings to schedule (who, purpose, timing), (3) resources to provide, (4) check-in cadence with manager, (5) success criteria — how to know the new hire is on track.

Design an onboarding buddy program for new hires. Organization size: [number]. Average new hires per month: [number]. Current onboarding: [describe]. Create: (1) buddy role description — what they do and do not do (not a manager, not a trainer), (2) buddy selection criteria — who makes a good buddy, (3) a buddy training session outline (30-60 minutes), (4) a week-by-week guide for buddies — what to cover when, (5) conversation starters for the first 5 buddy meetings, (6) how to measure buddy program effectiveness, (7) recognition for buddies — how to make it desirable, not burdensome.

Design a remote onboarding experience for [role]. The new hire is [fully remote / hybrid]. Team is [distributed/mostly in-office]. Equipment: [company ships laptop or BYOD]. Create: (1) a pre-start checklist — what to ship, set up, and communicate before day one, (2) day-one virtual schedule — make them feel welcome, not abandoned, (3) a week-one plan with virtual coffee chats, team introductions, and system walkthroughs, (4) strategies to prevent isolation in the first month, (5) virtual team-building touchpoints throughout the 90 days, (6) technology setup guide they can follow independently, (7) how the manager maintains connection without micromanaging.

Create a manager's checklist for onboarding a new team member. Role: [describe]. This is for the hiring manager, not HR. Create: (1) pre-arrival tasks — desk/equipment, team communication, first-week schedule, buddy assignment, (2) day-one agenda from the manager's perspective, (3) first-week meetings to schedule — include stakeholders, cross-functional partners, skip-level, (4) 30-60-90 day conversation guides — what to discuss at each check-in, (5) red flags to watch for that indicate the onboarding is not working, (6) what to delegate to HR/buddy vs what only the manager should do.

Design a self-service onboarding content library for [organization/department]. New hires need to learn about: [list key topics — company, product, processes, tools, culture]. Create: (1) a content outline organized by topic with priority order (what to learn first), (2) for each topic: format recommendation (video, doc, interactive, shadowing), ideal length, and who should create it, (3) a "getting started" learning path that guides new hires through content in the right order, (4) knowledge checks after key sections, (5) an FAQ section built from questions previous new hires asked, (6) a maintenance plan — who updates content and how often.

Create a storyboard for an e-learning module on [topic]. Duration: [minutes]. Tool: [Articulate/Captivate/Rise/Canva/other]. Audience: [describe]. For each slide/screen: (1) visual description — layout, images, graphics, (2) on-screen text (concise — not paragraphs), (3) narration script if audio is included, (4) interactions — click, drag, hover, quiz, (5) navigation notes — linear or branching. Include: an engaging opener, content screens, practice activities, knowledge check, and summary. Follow multimedia learning principles (Mayer): no walls of text, meaningful graphics, segmented content.

Write a script for a [3/5/10]-minute training video on [topic]. Style: [talking head / screencast / animated / mixed]. Audience: [describe]. The script should: (1) hook viewers in the first 10 seconds (why should they care?), (2) present content in 2-3 clear segments with visual transitions, (3) use conversational language — spoken, not written, (4) include visual direction in brackets [show diagram, cut to screen recording, display bullet points], (5) embed one interactive pause ("pause the video and try this"), (6) end with a clear summary and next action. Include estimated timing for each section.

Design a gamification strategy for a training program on [topic]. Audience: [describe — age range, tech comfort, motivation level]. Program duration: [weeks]. Current engagement problem: [describe]. Create: (1) game mechanics to use — points, badges, leaderboards, levels, challenges, streaks (choose what fits, not everything), (2) how each mechanic connects to a learning objective (not just fun), (3) a progression system that maintains motivation over the full duration, (4) social elements — competition, collaboration, or both, (5) rewards structure — intrinsic and extrinsic, (6) implementation plan — what technology is needed. Avoid: gamification that rewards completion over comprehension.

Help me organize our LMS for [organization]. LMS platform: [name or "choosing one"]. Number of users: [number]. Content types: [courses, videos, documents, etc.]. Create: (1) a content taxonomy — how to organize courses into categories and learning paths, (2) a naming convention for courses (consistent, searchable), (3) user role definitions — learner, manager, admin, instructor, (4) mandatory vs optional training setup with deadline management, (5) reporting dashboards — what metrics to track for learners, managers, and L&D, (6) a launch communication plan to drive adoption. Keep it simple — over-complicated LMS structures kill adoption.

Audit my training materials for accessibility. Materials include: [describe — slides, videos, e-learning, handouts, LMS content]. Standards I need to meet: [WCAG 2.1 / Section 508 / ADA / company policy]. Create: (1) an accessibility checklist specific to training materials, (2) for each material type, the most common accessibility failures and how to fix them, (3) captioning and transcript requirements for video/audio, (4) how to make interactive e-learning accessible (keyboard navigation, screen reader compatibility), (5) accommodation strategies for live training (visual, hearing, cognitive, physical), (6) a testing protocol to verify accessibility before launch.