Learning and Development specialists design the systems through which organizations grow. You run needs assessments, build training programs, write facilitator guides, develop eLearning content, measure ROI, and navigate the complex politics of getting people to actually attend and engage with learning.
The work is strategic. But it's surrounded by a mountain of writing: program briefs, stakeholder decks, facilitator guides, participant workbooks, evaluation surveys, and executive reports that often take more time to produce than the actual training they document.
These 35 prompts are built for L&D professionals working in corporate learning, organizational development, and talent management — not academic instructional design, not K-12 curriculum. The work of getting working adults to learn something and apply it.
Needs Assessment and Analysis
Prompt 1 — Write a learning needs assessment survey
Write a learning needs assessment survey for the following situation: Organization type: [company size, industry]. Business problem or goal: [describe what the organization is trying to achieve or fix]. Target audience: [role, seniority level, function]. Method: [online survey — target 10-15 questions]. Include: current skill self-assessment (Likert scale), knowledge gap identification, preferred learning formats, time availability, specific job tasks where they feel least prepared, and an open-ended question about their biggest learning barrier. Keep it under 15 minutes to complete.
Prompt 2 — Write a training needs analysis report
Write a Training Needs Analysis (TNA) report section for the following finding: Business goal: [describe]. Data collected: [survey results summary, interviews conducted, observation notes, performance data — describe what you found]. Performance gaps identified: [list specific skills or behaviors that are missing or inconsistent]. Root cause analysis: [is this a training problem, a performance support problem, or an environment problem?]. Recommended solution: [training / job aid / coaching / other — explain the rationale]. Priority: [high / medium / low]. Estimated audience size: [X people]. Format for an L&D business case to HR leadership.
Prompt 3 — Conduct a stakeholder interview script
Write a stakeholder interview script for an L&D professional conducting a needs analysis. Stakeholder type: [business leader / frontline manager / subject matter expert]. Purpose: [identify performance gaps, validate training hypothesis, understand business context]. Include: 8-10 questions that uncover actual job performance expectations, current state, consequences of the performance gap, what success looks like, constraints (time, budget, tools), and what's already been tried. Avoid leading questions. Format with probe follow-ups for each main question.
Prompt 4 — Write a persona for a learner audience
Write a learner persona for an L&D program design. Role: [job title]. Industry/company context: [describe]. Key job tasks: [list 3-5 critical tasks]. What motivates them at work: [describe]. Learning preferences and barriers: [time pressure, tech comfort, skepticism about training, etc.]. What success looks like for them: [describe]. What they wish training would actually solve: [describe]. Format as a 1-page persona card for use in program design, facilitator prep, and stakeholder alignment.
Program Design
Prompt 5 — Write a learning objectives set
Write learning objectives for a training program on the following topic: [topic]. Target audience: [role]. Business outcome this training supports: [describe]. Number of objectives: [3-5]. Use Bloom's Taxonomy action verbs at the [knowledge / comprehension / application / analysis / synthesis — specify level] level. For each objective: use the format "By the end of this program, participants will be able to [action verb + observable behavior + condition + criteria]." Avoid vague verbs like "understand" or "appreciate."
Prompt 6 — Write a program design document (blueprint)
Write a learning program blueprint for the following initiative: Program title: [name]. Target audience: [role, number of people]. Business problem: [describe]. Learning objectives: [list]. Delivery modality: [ILT / virtual ILT / blended / eLearning / on-the-job / cohort — specify]. Duration: [total time]. Content outline: [list main modules or topics]. Pre-work: [any preparation required]. Practice activities: [describe how skills will be practiced]. Assessment: [how mastery will be measured]. Transfer plan: [how will learning transfer to the job?]. Format for stakeholder approval.
Prompt 7 — Write a course outline
Write a detailed course outline for a [X-hour / X-module] training on [topic]. Target audience: [role, seniority]. Learning objectives: [paste from Prompt 5 or describe]. For each module: title, objectives, key content points, learning activities (lecture, discussion, case study, role play, simulation, etc.), estimated time, and materials needed. Include transition notes between modules. Format for use by a facilitator or instructional designer who will build the content.
Prompt 8 — Write a blended learning journey map
Design a blended learning journey for the following skill development need: Topic: [skill area]. Audience: [role, number]. Timeline: [total program duration — 4 weeks, 3 months, etc.]. Available modalities: [list what's available — LMS, virtual classroom, in-person workshops, manager coaching, job aids, peer cohorts]. Design a sequenced journey that: builds foundational knowledge efficiently (ideally asynchronous), applies learning in practice, reinforces with on-the-job support, and includes a mechanism for transfer accountability. Include timeline, touchpoints, and rationale for each modality choice.
Facilitation and Delivery
Prompt 9 — Write a facilitator guide
Write a facilitator guide for the following training session: Topic: [training subject]. Duration: [X hours]. Target audience: [role]. Learning objectives: [list]. Delivery format: [in-person / virtual]. For each section of the program: facilitator notes (what to say and how to open), slide talking points, facilitation cues (questions to ask, activities to run, timing), participant instructions for activities, and potential participant questions with suggested responses. Write as if a qualified but new facilitator is reading it for the first time.
Prompt 10 — Write discussion debrief questions
Write facilitated debrief questions for the following training activity: Activity type: [case study / role play / simulation / group exercise / video clip]. Topic: [describe the content]. Learning objective: [what participants should have gotten from the activity]. Write 5-7 debrief questions that: start with observable facts (what happened), move to interpretation (why it happened), and end with application (what would you do differently). Avoid yes/no questions. Include facilitator notes on what to listen for in responses.
Prompt 11 — Write a virtual classroom facilitation plan
Write a virtual classroom facilitation plan for a [X-hour] session on [topic]. Platform: [Zoom / Teams / other]. Audience: [role, size — number of participants]. Objectives: [list]. Address: how to open and set norms for participation, how to use platform features (polls, breakout rooms, chat, annotation) to maintain engagement, how to structure activities for virtual delivery, how to manage timing and energy, and how to close with accountability. Include a minute-by-minute producer checklist for technical support.
Prompt 12 — Write a case study for a training program
Write a case study for use in a training session on [topic]. Target audience: [role]. Learning objectives this case should address: [list]. Format: [scenario-based — a realistic workplace situation the audience would recognize]. Include: the situation setup (2-3 paragraphs), relevant background information, a decision point or challenge the protagonist faces, and 3-4 discussion questions that connect the case to the learning objectives. Do not include the "answer" — this is for facilitated discussion.
eLearning and Content Development
Prompt 13 — Write a voiceover script for an eLearning module
Write a voiceover script for an eLearning module on [topic]. Target audience: [role]. Module objective: [what learners will be able to do after this module]. Duration: [X minutes]. Tone: [conversational / professional / energetic — specify]. Structure: [introduction, 2-3 content sections, knowledge check prompt, summary]. Write in second-person ("you"), use plain language, avoid bullet-point-reading pacing, and write as if a real person is talking — not reading a slide. Flag where visuals or interactions should appear.
Prompt 14 — Write a scenario for eLearning
Write an eLearning scenario for the following skill: Skill: [describe]. Audience: [role]. Objective: [what the learner should be able to do]. Scenario format: [branching / single-path with reflection]. The scenario should: set a realistic work context the audience would recognize, present a decision point with 3 plausible choices (one clearly correct, one common mistake, one neutral), include consequence feedback for each choice (not just "wrong — try again"), and connect the correct choice to a principle or concept from the course. Write with all feedback text included.
Prompt 15 — Write a job aid or performance support tool
Write a job aid for the following on-the-job task: Task: [describe]. Audience: [role, experience level]. When they use this: [point of need — in a meeting, before a client call, while using a system, etc.]. Format: [checklist / flowchart / decision tree / reference card — specify]. Keep it: scannable in under 30 seconds, usable without the training context, and accurate to the actual steps. This replaces what a training program can't do — it's the support that lives at the moment of performance.
Prompt 16 — Write a microlearning script
Write a microlearning script for a [3-5 minute] standalone lesson on [specific skill or concept]. Format: [video script / audio with slide script]. Audience: [role]. One thing this microlearning will teach: [single, specific takeaway]. Structure: hook (why this matters to them right now), core concept (explanation + example), practice (a moment of reflection or brief application prompt), and close (what to do next). Avoid trying to teach more than one concept — the goal is one thing, retained.
Measurement and Evaluation
Prompt 17 — Write a Level 1 evaluation survey (Reaction)
Write a post-training survey for Level 1 evaluation (Kirkpatrick). Program: [name]. Delivery method: [ILT / virtual / eLearning]. Include: 5-8 questions covering relevance to their job, quality of facilitation or delivery, quality of materials, perceived value of their time, and 2 open-ended questions (what was most useful, what would you improve). Include a Net Promoter Score question (likelihood to recommend). Keep it under 5 minutes to complete. Format for use in an LMS or survey tool.
Prompt 18 — Write a Level 2 assessment (Learning)
Write a knowledge check or skill assessment for Level 2 evaluation of a program on [topic]. Objectives being assessed: [list]. Format: [multiple choice / scenario-based questions / observed skill checklist — specify]. Number of items: [8-12 recommended]. For multiple choice: write questions that test application, not recall. For scenario questions: present realistic situations and ask what the participant would do. Include an answer key with rationale for each correct answer. Passing threshold: [X%].
Prompt 19 — Write a Level 3 behavior change observation guide
Write a Level 3 evaluation tool for observing behavior change following a training program on [skill]. Audience: [who is being observed]. Who does the observation: [manager / peer / coach]. Timeline: [observation conducted X weeks post-training]. Include: 5-8 observable behaviors with yes/no or frequency rating, brief notes field for each, overall rating, specific examples space, and recommended coaching conversation prompts. Format for manager use — keep it practical and under 10 minutes to complete.
Prompt 20 — Write an ROI story for an L&D program
Write a business impact narrative for an L&D program using available data. Program: [name and description]. Data available: [describe what metrics you have — pre/post assessment scores, manager observation ratings, performance KPI changes, time-to-productivity improvement, reduction in errors/rework, etc.]. Audience: [C-suite / HR leadership / business unit leader]. Structure: business problem we addressed, what we did, what changed, and what it means in business terms. Avoid L&D jargon — connect to revenue, cost, risk, or speed. Under 400 words.
Stakeholder Communication
Prompt 21 — Write an L&D program proposal
Write an L&D program proposal for [proposed training initiative]. Business case: [describe the performance gap and its business impact]. Proposed solution: [describe the program]. Target audience: [number of people, roles]. Timeline: [design through delivery]. Resource requirements: [people, budget, tools]. Expected outcomes: [what will change, how will we measure it]. Risk/dependencies: [what could prevent success]. Format for a proposal to an HR or business leader who controls budget approval. Executive summary first, details below.
Prompt 22 — Write a post-program executive summary
Write a post-program executive summary for a training initiative. Program: [name]. Duration: [design + delivery timeline]. Participants: [number]. Key findings: [Level 1 scores, Level 2 results, Level 3 observation findings if available]. Business impact: [what changed and how we know]. What worked well: [briefly]. What we'd change: [honestly]. Recommendation: [continue / modify / scale / sunset]. Keep it to one page. Executives read the summary — attach the full report as an appendix.
Prompt 23 — Write a learning governance update
Write a learning governance committee update for the following quarter. Programs delivered: [list]. Participants reached: [total number]. Completion rates: [average, and any outliers]. Key evaluation results: [summarize L1/L2 highlights]. Programs in development: [list with expected launch dates]. Budget status: [on track / over / under]. Risks or decisions needed from the committee: [specific asks]. Under 500 words. Format for a governance meeting agenda item.
Prompt 24 — Write a difficult feedback message to a training stakeholder
Write a message to a training stakeholder delivering difficult feedback. Situation: [describe — SME missed content review deadlines, business partner wants training that won't solve the problem, leadership cut the program budget after design was complete, facilitator feedback was poor]. Tone: professional, direct, solution-focused. Acknowledge the situation, explain the impact, and propose a path forward. Do not over-apologize or be vague about the problem — L&D credibility depends on honest stakeholder communication.
Manager and Leader Development
Prompt 25 — Write a manager coaching guide
Write a manager coaching guide to support transfer of a training program on [topic]. Audience: managers of participants in [program name]. The guide should: explain what their direct reports learned and why it matters, show managers what to look for (observable behaviors), give managers 3-4 coaching conversation starters, suggest how to reinforce the learning in 1:1s and team meetings, and warn against undermining behaviors (what NOT to do). Format as a 2-page manager reference, not a lengthy manual.
Prompt 26 — Write a leadership development program design
Write a design brief for a leadership development program. Audience: [level — first-time managers / mid-level leaders / senior leaders]. Business context: [what's driving the need — rapid growth, leadership gaps, succession pipeline, etc.]. Core competencies to develop: [list 3-4]. Preferred approach: [cohort-based / blended / coaching / action learning / experiential]. Duration and commitment: [realistic expectation for this audience]. Success metrics: [how will we know it worked]. Differentiate from generic leadership training — what makes this program specific to this organization and these leaders?
Prompt 27 — Write a 360 feedback debrief script
Write a script for an L&D professional facilitating a 360-degree feedback debrief conversation. Context: individual contributor / first-time manager / experienced leader — specify. The debrief structure should: start with the learner's self-reflection, introduce the data (start with strengths), move to gap areas with curiosity rather than judgment, identify 1-2 focus areas (not everything), create a development commitment, and close with a check-in plan. Include language for handling defensive reactions and emotionally sensitive feedback.
Career and Professional Development
Prompt 28 — Write a skills gap analysis for an individual
Write a skills gap analysis for an employee in the following situation: Role: [current job title]. Career goal: [desired role or level]. Timeline: [how soon they want to make the move]. Current strengths: [list]. Skills required for the target role: [list — use a job description if available]. Gap: [identify what's missing]. Development actions for each gap: [on-the-job, training, coaching, projects, stretch assignments]. Priority: [which gaps matter most and which are nice-to-have]. Format for use in a career development conversation.
Prompt 29 — Write an Individual Development Plan (IDP)
Write an Individual Development Plan for the following employee: Current role: [title]. Development goals: [1-3 specific skills or competencies to develop this year]. For each goal: a development activity (70/20/10 — on-the-job experience, learning from others, formal training), success metrics, timeline, manager's role in support, and potential obstacles. Include a 30/60/90-day check-in structure. Format for a shared document between the employee and their manager, reviewed quarterly.
Prompt 30 — Write a succession planning profile
Write a succession planning profile for a key role or person in the following situation: Role being planned for: [title]. Criticality: [what's the business impact if this role is suddenly vacant]. Current incumbent's timeline: [known or estimated]. Internal candidates assessed: [name/de-identified description, readiness level — ready now / 1-2 years / 3+ years]. Gaps for each candidate: [what they need to be ready]. Development actions: [specific steps for each candidate]. Emergency succession: [who covers the role short-term if needed]. Format for an HR leadership succession review.
Tools and Templates
Prompt 31 — Write an L&D project plan
Write a project plan for the following L&D initiative: Program name: [title]. Deliverables: [list — needs assessment, program design, content development, pilot, full rollout]. Timeline: [total project duration]. Key milestones: [list 4-6 with dates]. Stakeholder dependencies: [SME review, leadership approval, IT setup, etc.]. Risks: [list 2-3 with mitigation]. Resources: [team members and their roles]. Format as a project brief for internal alignment, not a full project management tool.
Prompt 32 — Write a vendor evaluation scorecard for an LMS
Write a vendor evaluation scorecard for selecting a [LMS / eLearning authoring tool / virtual classroom platform / content library — specify]. Evaluation criteria: [reporting and analytics, UX for learners, admin capabilities, integration with HRIS, pricing model, support quality, mobile experience, security/compliance]. Weighting: [weight each criterion 1-5 based on organizational priority]. For each criterion: description of what you're evaluating and what a high score looks like. Format as a scoring matrix for comparing 3-4 vendors.
Prompt 33 — Write a learning newsletter or internal communications piece
Write a learning newsletter article for a company's internal L&D communications. Audience: [all employees / managers / a specific function]. Theme or topic: [upcoming program, learning tip, resource spotlight, program results, L&D team update]. Tone: [energetic / informative / conversational]. Keep it under 300 words. Include: one compelling hook, the main message, a clear call to action (enroll, register, complete, share). No corporate jargon — make it something people actually want to read.
Prompt 34 — Write a session recap for async learners
Write a session recap for employees who missed a live training session on [topic]. Duration of session: [X hours]. What was covered: [list main topics]. Key takeaways: [3-5 most important points]. Resources available: [recording link placeholder, job aid, reference doc]. What to do if you missed it: [options — watch recording, self-paced equivalent, catch the next session]. Questions: [who to contact]. Format as an email or intranet post. Keep it brief — missed participants should be able to get up to speed in under 5 minutes.
Prompt 35 — Write a conference or webinar presentation proposal
Write a conference presentation proposal for an L&D conference (ATD, Learning Guild, SHRM, or similar). Topic: [my L&D work or case study]. What makes this session worth attending: [specific insight, data, or approach that's different from typical L&D content]. Session type: [45-min talk / 90-min workshop / panel / lightning talk]. Abstract (200-250 words): [write a compelling conference abstract]. Learning outcomes: [3 specific things attendees will leave with]. Speaker bio (100 words): [professional summary]. Why this audience, why now: [brief rationale for the conference reviewers].
Getting the Most From These Prompts
Replace every placeholder with specifics. These prompts use brackets to mark where your organizational context goes. The more specific you are, the more usable the output. Generic inputs produce generic outputs.
Use these for first drafts, not final drafts. L&D documents require your judgment, organizational knowledge, and review by subject matter experts. AI-generated content is a starting point — your expertise makes it accurate.
Adapt to your organization's language. Every organization has its own vocabulary for performance, talent, and learning. Adjust the output to match how your stakeholders talk about work.
The Complete L&D Specialist AI Toolkit
These 35 prompts cover the full L&D workflow. If you want the complete system — advanced needs assessment templates, program design frameworks, facilitation guides, eLearning script formats, evaluation tools, and stakeholder communication templates organized by program phase — the L&D Specialist AI Toolkit has everything.
Get the L&D Specialist AI Toolkit →
Bookmark this page. Share it with your L&D team. Use one prompt before your next program design — you'll spend less time on documents and more time on the work that actually develops people.
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