Design Training That Actually Changes Behavior
35 expert ChatGPT prompts for needs analysis, instructional design, workshop facilitation, e-learning content, assessments, and onboarding programs.
Training Needs Analysis
5 promptsSkills Gap Assessment
1/35I need to conduct a skills gap analysis for [department/team]. Current roles: [list roles]. Business objectives for this year: [describe]. Create: (1) a skills matrix template listing critical competencies for each role, (2) a self-assessment survey (10 questions) employees can complete to rate their proficiency, (3) a manager assessment companion that rates the same skills from a supervisor perspective, (4) how to identify the gap between current state and required state, (5) a prioritization framework — which gaps to close first based on business impact.
Creates a complete skills gap analysis toolkit with self-assessment, manager assessment, and prioritization framework.
Pro tip: Self-assessments skew optimistic. Always pair them with manager assessments and, ideally, observed performance data to get an accurate picture.
Training Needs Survey
2/35Design a training needs survey for [organization/department]. Employees: [number]. Current training: [describe what exists]. Business challenges: [describe]. Create a survey with: (1) 12 questions maximum covering skill confidence, preferred learning formats, time availability, and specific knowledge gaps, (2) a mix of Likert scale, multiple choice, and 2 open-ended questions, (3) an introduction that explains why their input matters, (4) a results analysis framework — how to turn responses into a training plan, (5) suggested follow-up focus groups for the top 3 themes.
Builds a focused training needs survey with analysis framework and follow-up plan.
Pro tip: Ask "what prevents you from doing your job well?" not "what training do you want?" The first reveals real needs; the second reveals wish lists.
ROI Business Case for Training
3/35Help me build a business case for a training program. Program: [describe]. Target audience: [who and how many]. Current performance problem: [describe with metrics if possible]. Estimated cost: [amount]. Create: (1) a problem statement linking the performance gap to business outcomes (revenue, retention, quality, compliance), (2) projected ROI using Kirkpatrick Level 4 metrics, (3) cost of doing nothing — what happens if we do not train, (4) comparison of training options (in-house, external, e-learning, blended) with cost-benefit for each, (5) a measurement plan to prove ROI after delivery, (6) a one-page executive summary I can present to leadership.
Creates a compelling training ROI business case with cost-of-inaction analysis and measurement plan.
Pro tip: Executives do not approve training — they approve solutions to business problems. Frame every training request as "this solves X business problem" not "employees need to learn Y."
Competency Framework Builder
4/35Build a competency framework for [role or role family]. Organization: [describe]. Industry: [industry]. Levels: [individual contributor, senior, lead, manager, director]. For each level: (1) 5-7 core competencies with behavioral indicators for each, (2) a progression from one level to the next — what changes, (3) technical competencies specific to this role, (4) leadership competencies that emerge at higher levels, (5) how to use this framework for hiring, development planning, and performance reviews. Make it specific enough to be useful, not so detailed that managers ignore it.
Creates a multi-level competency framework with behavioral indicators usable for hiring, development, and reviews.
Pro tip: A competency framework nobody uses is worse than none at all. Keep it to 5-7 competencies per level. More than that and managers will never reference it.
Learning Path Designer
5/35Design a learning path for [role] from [entry level] to [target level]. Skills needed: [list]. Timeline: [months]. Available resources: [describe — budget, LMS, internal experts, etc.]. Create: (1) a phased learning journey with milestones (what they should know and do at each phase), (2) a mix of learning modalities — courses, mentoring, projects, shadowing, reading, (3) checkpoints to verify learning (not just completion), (4) estimated time investment per phase, (5) a self-directed version and a manager-guided version, (6) how to measure when someone has genuinely reached the target level.
Designs a multi-modal learning path with milestones, verification checkpoints, and measurable level progression.
Pro tip: The best learning paths are 70% on-the-job experience, 20% social learning, and 10% formal training. If your path is all courses, people learn but do not change behavior.
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Course & Curriculum Design
5 promptsCourse Outline Generator
6/35Create 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.
Generates a structured course outline with objectives, activities, assessments, and timing using instructional design principles.
Pro tip: Write learning objectives as "After this module, participants will be able to [action verb] [specific task]." If you cannot finish that sentence, the module is not focused enough.
Microlearning Module Script
7/35Write 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.
Creates a focused 5-minute microlearning script with hook, concept, practice, and visual direction.
Pro tip: Microlearning works because it respects attention spans. One concept per module. If you are tempted to add "just one more thing," make it a separate module.
Case Study for Training
8/35Write 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.
Creates a realistic, multi-decision-point case study with facilitator guide for classroom discussion.
Pro tip: The best training case studies come from real situations (anonymized). Ask subject matter experts "what is the hardest decision someone in this role faces?" and build the case around that.
Blended Learning Program Design
9/35Design 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.
Designs a multi-week blended learning program balancing self-paced content with live interactive sessions.
Pro tip: The live sessions in blended learning should ONLY do what cannot be done asynchronously: discussion, practice, feedback, and Q&A. If you are lecturing in live sessions, make it a video instead.
Scenario-Based E-Learning Script
10/35Write 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!").
Creates a branching scenario e-learning script with decision points, consequences, and teaching feedback at each branch.
Pro tip: Branching scenarios are the closest thing to real practice in e-learning. The learning happens in the consequences, not the choices. Make consequences realistic and consequential.
Workshop Facilitation
5 promptsWorkshop Facilitation Guide
11/35Create 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.
Produces a complete workshop facilitation guide with timing, activities, materials, and group management strategies.
Pro tip: Plan your transitions as carefully as your activities. A 30-second "turn to your neighbor and share one takeaway" between sections resets attention and deepens processing.
Interactive Activity Designer
12/35Design 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.
Creates 5 varied interactive learning activities with instructions, debriefs, and virtual/in-person adaptations.
Pro tip: The debrief is where learning happens, not the activity itself. An activity without a debrief is entertainment. Budget equal time for the debrief as for the activity.
Train-the-Trainer Program
13/35Design 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.
Builds a complete train-the-trainer certification program with shadowing progression and quality assurance.
Pro tip: Subject matter expertise does not equal teaching ability. The best trainers are facilitators, not lecturers. Evaluate on how they engage participants, not how much content they cover.
Virtual Workshop Engagement Plan
14/35My 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.
Redesigns a virtual workshop for maximum engagement with interactions every 4-5 minutes and multitasking prevention.
Pro tip: In virtual training, if you are talking for more than 4 minutes without an interaction, you have lost half the room to email. Plan an engagement touchpoint every 3-5 minutes — non-negotiable.
Difficult Participant Strategies
15/35I 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.
Provides root-cause analysis and specific intervention strategies for 5 common difficult participant behaviors.
Pro tip: Most "difficult" participants are reacting to a legitimate need — relevance, respect, or engagement. Address the need and the behavior usually resolves. Confrontation makes it worse.
Assessment & Evaluation
5 promptsKnowledge Assessment Builder
16/35Create 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.
Builds a multi-format knowledge assessment with answer key, rubric, and pre/post measurement methodology.
Pro tip: Scenario-based questions test whether people can apply knowledge, not just recall it. If your assessment is all recall questions, you are measuring memorization, not capability.
Kirkpatrick Evaluation Plan
17/35Design 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.
Creates a four-level training evaluation plan with specific tools, timelines, and stakeholder reporting.
Pro tip: Most organizations only measure Level 1 (did they like it?). The real value is in Level 3 (did behavior change?) and Level 4 (did business results improve?). Push past the smile sheet.
Skills-Based Practical Assessment
18/35Design 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.
Creates a practical skills assessment with performance checklist, rubric, assessor guide, and development planning.
Pro tip: Practical assessments must reflect actual job conditions. If you assess customer service skills in a quiet room, you are not testing the skill — you are testing in ideal conditions that never exist.
Training Feedback Survey
19/35Create 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.
Builds a training feedback survey focused on actionable improvement data and behavior change prediction, not just satisfaction.
Pro tip: The most useful survey question is "What is the one thing you will do differently starting Monday?" If participants cannot answer this specifically, the training did not land.
Certification Program Design
20/35Design 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).
Creates a complete internal certification program with requirements, assessment, governance, and recognition structure.
Pro tip: Certification programs fail when they are too easy (everyone passes, so it means nothing) or too bureaucratic (nobody pursues it). Find the balance where it is meaningful but achievable.
Onboarding Programs
5 prompts90-Day Onboarding Plan
21/35Design 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.
Creates a phased 90-day onboarding plan with daily/weekly milestones, meeting schedules, and success criteria per phase.
Pro tip: The first week shapes the next year. A new hire who feels lost in week one takes 3x longer to reach productivity than one with a structured first week. Over-invest in days 1-5.
Onboarding Buddy Program
22/35Design 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.
Builds a structured buddy program with selection criteria, training, weekly guides, and effectiveness measurement.
Pro tip: The buddy answers the questions new hires are afraid to ask their manager: "Is it OK to eat at my desk? Who should I NOT cc on emails? What are the unwritten rules?"
Remote Onboarding Experience
23/35Design 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.
Creates a remote-first onboarding experience that prevents isolation and builds connection across distributed teams.
Pro tip: Remote onboarding fails when it is just a series of video calls. Build in asynchronous elements (recorded intros, self-paced learning) and social elements (virtual coffee, Slack introductions) alongside meetings.
Manager Onboarding Checklist
24/35Create 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.
Provides a manager-specific onboarding checklist separating their responsibilities from HR and buddy roles.
Pro tip: The manager relationship is the #1 predictor of new hire retention. A structured first 1:1 in the first 48 hours sets the tone. Do not let the new hire's first week pass without a real conversation about expectations.
Onboarding Content Library
25/35Design 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.
Creates a structured onboarding content library with learning paths, format recommendations, and maintenance planning.
Pro tip: An onboarding content library is only useful if it is maintained. Assign an owner for each section. Content that is 6 months outdated is worse than no content — it teaches wrong information with confidence.
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E-Learning Development
5 promptsE-Learning Storyboard
26/35Create 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.
Creates a slide-by-slide e-learning storyboard following multimedia learning principles with interactions and narration.
Pro tip: Apply the "one idea per screen" rule. If a screen has more than one concept, split it. Cognitive overload is the #1 reason e-learning fails — not boring content, but too much content per screen.
Video Training Script
27/35Write 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.
Produces a timed training video script with visual direction, conversational tone, and interactive pause points.
Pro tip: Training videos over 6 minutes lose 50% of viewers. If your content needs 15 minutes, make it 3 videos of 5 minutes. Shorter videos also make updates easier — you only re-record the changed section.
Gamification Strategy
28/35Design 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.
Creates a purposeful gamification strategy where game mechanics serve learning objectives, not just engagement metrics.
Pro tip: Bad gamification adds points to bad training. Good gamification makes practice feel rewarding. If removing the game elements would make the training useless, the training is the problem, not the gamification.
Learning Management System Setup
29/35Help 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.
Designs an LMS organizational structure with taxonomy, naming conventions, roles, reporting, and adoption strategy.
Pro tip: An LMS is a delivery tool, not a learning strategy. If your training does not work in person, putting it in an LMS will not fix it. Fix the content first, then optimize delivery.
Accessibility Compliance for Training
30/35Audit 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.
Provides a training-specific accessibility audit checklist with remediation steps for each material type.
Pro tip: Accessible training is better training for everyone. Captions help ESL learners. Clear structure helps everyone navigate. High contrast helps in bright rooms. Design for accessibility and you improve the experience for all.
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