Course overview
Lesson 2 of 20 · 20 promptsAI for Training Coordinators
LESSON 02 OF 20

Curriculum Development

20 prompts for Training Coordinators

Prompts for Training Coordinators: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Research Industry Training Best PracticesUse this when you need to stay current on training trends and best practices to keep your programs competitive.
  2. 02Learning Objectives and OutcomesUse this when you need to define clear, measurable learning objectives and outcomes for a training program or curriculum.
  3. 03Course Outline and StructureUse this when you need to design a logical and engaging course outline and structure for a training program.
  4. 04Developing Instructional MaterialsUse this when you need to create engaging, accessible instructional materials for a specific audience and subject.
  5. 05Adding Interactive Activities and AssessmentsUse this when you need to integrate engaging interactive activities and effective assessments into a training curriculum, especially for virtual or blended learning.
  6. 06Aligning Training with Organizational GoalsUse this when you need to ensure a training curriculum directly supports your organization's strategic objectives and measure that alignment.
  7. 07Review and Revise CurriculumUse this when you need to evaluate and update existing training curriculum to improve relevance and effectiveness.
  8. 08Collaborate with Subject Matter ExpertsUse this when you need to effectively collaborate with subject matter experts to ensure your curriculum is accurate, relevant, and up-to-date.
  9. 09Create and Analyze Needs Assessment SurveysUse this when you need to design, deploy, and interpret employee training needs surveys to inform program development.
  10. 10Developing Clear Learning ObjectivesUse this when you need to craft clear, measurable learning objectives for a training program that align with organizational goals.
  11. 11Training Content MappingUse this when you need to organize and map training content to align with specific learning objectives for a workshop or program.
  12. 12Instructional Design SupportUse this when you need guidance on designing effective, engaging training materials that cater to diverse learning styles and preferences.
  13. 13Map Competencies for Job RolesUse this when you need to identify and map the key competencies required for a specific job role to align training with organizational needs.
  14. 14Design Personalized Learning PathwaysUse this when you need to create structured, role-specific learning pathways for employees based on their skills and career goals.
  15. 15Design Effective Training AssessmentsUse this when you need to create assessments or quizzes that accurately measure learning outcomes for a training program.
  16. 16Curate Training ResourcesUse this when you need to gather and organize relevant articles, videos, case studies, or podcasts to support your training curriculum.
  17. 17Design Blended Learning StrategiesUse this when you need to design a blended learning program that combines online modules and in-person workshops for a cohesive learning experience.
  18. 18Evaluate Training Program EffectivenessUse this when you need to design a comprehensive evaluation framework for a training program, including criteria, surveys, KPIs, and qualitative analysis.
  19. 19Curriculum Improvement PlanningUse this when you need to analyze feedback and performance data to create a structured plan for continuously improving your training curriculum.
  20. 20Compliance Training Curriculum ReviewUse this when you need to review and refine compliance training materials to ensure they meet regulatory requirements and industry standards.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Research Industry Training Best Practices

Use this when you need to stay current on training trends and best practices to keep your programs competitive.

Prompt

Role You are a corporate learning strategist who researches industry trends and best practices to recommend innovative training approaches.

Context you provide

  • {{industry}}: the sector or market you operate in
  • {{company_name}}: your organization's name (optional)
  • {{training_focus}}: areas like leadership, technical skills, or compliance
  • {{strategic_goals}}: your organization's objectives to align with

Instructions

  1. Ask for any missing inputs before starting.
  2. Research and summarize the latest training methods and trends relevant to the given industry and focus.
  3. Evaluate which trends align with the stated strategic goals and provide a rationale.
  4. Suggest practical ways to implement these trends, including potential challenges and solutions.

Output format Provide a structured report with sections for trends, alignment analysis, and implementation recommendations. Use bullet points and include source citations where possible.

Guardrails

  • Do not fabricate statistics or case studies; use general knowledge and flag uncertainty.
  • Keep recommendations actionable and specific to the industry.
  • Stay within the scope of training and development.

Example Industry: healthcare; Company: ABC Health; Training focus: digital health literacy; Strategic goals: improve patient engagement.

3 follow-up prompts
  • Which of these trends would have the highest ROI for our organization?
  • Can you provide examples of companies that successfully adopted these trends?
  • How can we pilot one of these trends with a small team?

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02

Learning Objectives and Outcomes

Use this when you need to define clear, measurable learning objectives and outcomes for a training program or curriculum.

Prompt

Role You are an instructional design expert with a focus on outcome-based education. Your goal is to help me craft clear, measurable learning objectives and outcomes that align with strategic goals.

Context you provide

  • {{topic}}: The subject or area of the training (e.g., leadership, customer service).
  • {{audience}}: The target learners (e.g., new hires, managers).
  • {{strategic_goals}}: The broader organizational goals the training should support (e.g., improve retention, increase sales).

Instructions

  1. Ask me for any missing context before starting.
  2. Explain the difference between learning objectives (intent) and learning outcomes (results) using examples relevant to the topic.
  3. Help me identify the key components of a well-defined learning objective (e.g., action verb, condition, criterion).
  4. Draft measurable learning objectives and outcomes for the training program.
  5. Ensure alignment with the strategic goals provided.

Output format Provide a clear list of learning objectives and outcomes, each with a brief explanation. Use bullet points and bold headings. Keep the tone instructional and supportive.

Guardrails

  • Do not use vague verbs like 'understand' or 'know'; use measurable action verbs.
  • Flag any assumptions about the audience or strategic goals.
  • Stay within the scope of learning objectives; do not design the full curriculum unless asked.

Example

  • {{topic}}: "Leadership Development"
  • {{audience}}: "Mid-level managers"
  • {{strategic_goals}}: "Improve team engagement and decision-making"
3 follow-up prompts
  • Which frameworks or models can we use to ensure our learning objectives are effectively structured?
  • Can you provide examples of well-crafted learning objectives in [industry or subject]?
  • How can we measure the achievement of these learning outcomes?

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03

Course Outline and Structure

Use this when you need to design a logical and engaging course outline and structure for a training program.

Prompt

Role You are an instructional designer specializing in course architecture. Your goal is to help me create a course outline and structure that is logical, engaging, and effective for the target audience.

Context you provide

  • {{subject}}: The topic of the course (e.g., project management, digital marketing).
  • {{audience}}: The target learners (e.g., beginners, advanced professionals).
  • {{duration}}: The total length of the course (e.g., 2 days, 6 weeks).

Instructions

  1. Ask me for any missing context before starting.
  2. Identify the key topics and subtopics that should be included in the course.
  3. Structure the content into modules or sections with a logical flow that builds on prior knowledge.
  4. Sequence the modules to maximize understanding and retention for the specified audience.
  5. Suggest interactive elements, activities, or assessments to enhance engagement.

Output format Provide a detailed course outline with modules, topics, and suggested activities. Use clear headings and bullet points. Keep the tone practical and learner-focused.

Guardrails

  • Do not include irrelevant topics; keep the outline focused on the subject.
  • Flag any assumptions about the audience's prior knowledge or the course duration.
  • Stay within the scope of course design; do not create full lesson plans unless asked.

Example

  • {{subject}}: "Digital Marketing Fundamentals"
  • {{audience}}: "Small business owners"
  • {{duration}}: "4 weeks"
3 follow-up prompts
  • What are some best practices for integrating multimedia content into our course outline?
  • Can you suggest interactive elements to include in our course structure for enhanced engagement?
  • How can we adapt this outline for an online vs. in-person delivery format?

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04

Developing Instructional Materials

Use this when you need to create engaging, accessible instructional materials for a specific audience and subject.

Prompt

Role You are an instructional design specialist who creates engaging, accessible learning materials that maximize comprehension and retention for the specified audience.

Context you provide

  • {{audience}}: Who the materials are for (e.g., new hires, students, executives).
  • {{subject}}: The topic or skill the materials must teach.
  • {{format}}: The type of material (e.g., presentation, handout, e-learning module).
  • {{tool}}: The platform or software to use (e.g., PowerPoint, Google Slides, Canva).

Instructions

  1. Ask for any missing context before starting.
  2. Outline a step-by-step process for creating the material, tailored to the format and tool.
  3. Provide specific design strategies (layout, visuals, text density) that enhance clarity and engagement.
  4. Suggest how to integrate multimedia (images, video, audio) where appropriate, with examples.
  5. Include accessibility best practices (alt text, readable fonts, color contrast, captions).
  6. Give a brief example of how to structure one section of the material.

Output format A structured guide with headings, bullet points, and a short example. Keep it practical and actionable, around 300 words.

Guardrails Do not invent facts about the tool or subject; if unsure, state assumptions. Stay focused on the requested format and audience. Avoid generic advice not tied to the provided context.

Example Audience: new sales hires; Subject: product basics; Format: presentation; Tool: PowerPoint.

3 follow-up prompts
  • How can I make this material more interactive for a virtual audience?
  • What are the top three accessibility mistakes to avoid in this format?
  • Can you suggest a template for this presentation?

Open as its own page

05

Adding Interactive Activities and Assessments

Use this when you need to integrate engaging interactive activities and effective assessments into a training curriculum, especially for virtual or blended learning.

Prompt

Role You are an expert in instructional technology and assessment design who creates engaging, inclusive interactive learning experiences aligned with stated objectives.

Context you provide

  • {{subject}}: The topic or course for which activities are needed.
  • {{setting}}: The learning environment (virtual, in-person, blended).
  • {{audience}}: The learners (e.g., employees, students, professionals).
  • {{objectives}}: The learning outcomes the activities must support.

Instructions

  1. Ask for any missing context before starting.
  2. Propose 3–5 interactive activities suited to the setting and subject, explaining how each supports the objectives.
  3. Suggest 2–3 assessment methods (formative and summative) that measure the learning outcomes, with integration tips.
  4. Recommend specific tools or platforms for implementing the activities and assessments.
  5. Include best practices for cultural inclusivity and accessibility in the activities.
  6. Provide a brief example of one activity and one assessment in action.

Output format A practical guide with sections: Activities, Assessments, Tools, Inclusivity Tips, and Example. Use bullet points and keep it around 350 words.

Guardrails Do not recommend tools you cannot verify; if unsure, suggest categories. Do not assume learner demographics; flag assumptions. Keep activities aligned with the stated objectives.

Example Subject: Project management basics; Setting: virtual; Audience: new project coordinators; Objectives: understand scheduling, risk, communication.

3 follow-up prompts
  • How can I adapt these activities for a low-bandwidth environment?
  • Can you create a rubric for the proposed assessment?
  • What are quick icebreakers for a virtual session?

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06

Aligning Training with Organizational Goals

Use this when you need to ensure a training curriculum directly supports your organization's strategic objectives and measure that alignment.

Prompt

Role You are a learning and development strategist who helps align training curricula with organizational goals and provides measurable ways to track that alignment.

Context you provide

  • {{organization}}: The name or type of organization.
  • {{strategic_goals}}: The key objectives the training should support.
  • {{current_curriculum}}: A summary of the existing training content or structure.
  • {{sector}}: The industry or field, if relevant.

Instructions

  1. Ask for missing context before starting.
  2. Analyze how the current curriculum maps to the stated strategic goals, identifying direct and indirect connections.
  3. Highlight gaps where training does not support goals or where goals lack training coverage.
  4. Recommend specific adjustments to the curriculum to close those gaps.
  5. Propose 3–5 KPIs or metrics to measure alignment effectiveness, with a brief rationale for each.
  6. List common pitfalls in curriculum-goal alignment and how to avoid them.

Output format A concise analysis with sections: Alignment Map, Gaps, Recommendations, KPIs, and Pitfalls. Use tables or bullet lists where helpful. Keep it under 400 words.

Guardrails Do not invent organizational details; use only what is provided. Flag any assumptions about the curriculum or goals. Stay focused on alignment, not on redesigning the entire training program.

Example Organization: Acme Corp; Strategic goals: increase customer retention, reduce onboarding time; Current curriculum: 3-day onboarding, product training; Sector: SaaS.

3 follow-up prompts
  • Can you draft a survey to measure learner perception of goal alignment?
  • How often should we review this alignment?
  • What are the first three changes we should make to the curriculum?

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07

Review and Revise Curriculum

Use this when you need to evaluate and update existing training curriculum to improve relevance and effectiveness.

Prompt

Role You are a curriculum development expert who reviews existing training programs and recommends evidence-based revisions to enhance learning outcomes.

Context you provide

  • {{course_name}}: the specific course or program to review
  • {{current_curriculum}}: outline or description of the existing content
  • {{learning_objectives}}: what learners should achieve
  • {{feedback_data}}: optional learner or instructor feedback

Instructions

  1. Ask for any missing inputs before starting.
  2. Analyze the current curriculum against the stated learning objectives and identify gaps or outdated content.
  3. Suggest specific revisions, including new topics, modified objectives, or changes in delivery methods.
  4. Provide a plan for piloting the revised curriculum and gathering feedback.

Output format Provide a structured review with sections for strengths, gaps, recommended changes, and an implementation plan. Use bullet points and clear headings.

Guardrails

  • Do not assume the curriculum content; base recommendations on provided information.
  • Flag any assumptions about learner needs or organizational goals.
  • Focus on curriculum improvement, not instructor performance.

Example Course: Leadership 101; Current curriculum: 5 modules on basic management; Objectives: improve team communication; Feedback: learners want more practical exercises.

3 follow-up prompts
  • How can I collect more detailed feedback from learners?
  • What is the best way to pilot test the revised modules?
  • Can you help me align the curriculum with our competency framework?

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08

Collaborate with Subject Matter Experts

Use this when you need to effectively collaborate with subject matter experts to ensure your curriculum is accurate, relevant, and up-to-date.

Prompt

Role You are a curriculum development facilitator with expertise in coordinating with subject matter experts (SMEs). Your goal is to help me streamline collaboration with SMEs to enhance the accuracy and relevance of my curriculum.

Context you provide

  • {{curriculum_topic}}: The subject area of the curriculum.
  • {{industry_standards}}: Any specific standards or trends that need to be reflected.
  • {{sme_expertise}}: The areas of expertise you need from SMEs.
  • {{collaboration_goals}}: What you hope to achieve through SME input (e.g., content review, gap identification).

Instructions

  1. If any context is missing, ask me for it before starting.
  2. Identify the specific expertise or knowledge needed from SMEs to enhance the curriculum's relevance.
  3. Suggest a structured process for gathering SME feedback, such as interviews, surveys, or review sessions.
  4. Provide strategies for effectively integrating SME input into the curriculum while maintaining coherence.
  5. Recommend methods for fostering ongoing collaboration with SMEs for continuous improvement.

Output format Present a plan with sections: "SME Input Needs", "Feedback Collection Process", "Integration Strategy", and "Ongoing Collaboration". Use bullet points for clarity. Keep the tone professional and collaborative.

Guardrails

  • Do not assume the SMEs' availability or preferences; ask if needed.
  • Ensure the plan respects SMEs' time and expertise.
  • Focus on curriculum improvement, not on administrative tasks.

Example

  • {{curriculum_topic}}: "Digital marketing certification"
  • {{industry_standards}}: "Latest SEO and social media algorithms."
  • {{sme_expertise}}: "Hands-on experience in performance marketing."
  • {{collaboration_goals}}: "Update case studies and add new modules."
3 follow-up prompts
  • How can we best communicate changes and updates to the curriculum with the SMEs?
  • Can you suggest digital platforms that facilitate collaboration with SMEs?
  • What are some ways to handle conflicting feedback from multiple SMEs?

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09

Create and Analyze Needs Assessment Surveys

Use this when you need to design, deploy, and interpret employee training needs surveys to inform program development.

Prompt

Role You are a learning and development analyst who designs effective needs assessment surveys and translates responses into actionable training recommendations.

Context you provide

  • {{survey_goal}}: what you want to learn (e.g., skill gaps, preferred training formats)
  • {{employee_segment}}: who will take the survey (e.g., department, role, seniority)
  • {{existing_data}}: optional previous survey results or training records
  • {{open_ended_questions}}: optional list of qualitative questions you plan to include

Instructions

  1. Ask for any missing inputs before starting.
  2. Generate a survey template with a mix of quantitative (e.g., Likert scale) and qualitative questions, tailored to the goal and audience.
  3. If survey responses are provided, analyze them to identify common themes, skill gaps, and preferred learning methods.
  4. Produce a summary report with prioritized training topics and suggested program formats.

Output format Provide the survey template as a numbered list of questions, and if data is given, include a findings summary with key insights and recommendations. Use clear sections and bullet points.

Guardrails

  • Do not invent survey responses; only analyze data you provide.
  • Keep questions unbiased and inclusive.
  • Focus on training needs, not performance evaluations.

Example Goal: identify digital skills gaps; Segment: customer service team; Existing data: none.

3 follow-up prompts
  • How can I increase response rates for this survey?
  • What is the best way to analyze open-ended responses for themes?
  • Can you help me create a follow-up survey to measure training impact?

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10

Developing Clear Learning Objectives

Use this when you need to craft clear, measurable learning objectives for a training program that align with organizational goals.

Prompt

Role You are a curriculum development expert who writes precise, measurable learning objectives that align with organizational goals and are easy to track.

Context you provide

  • {{program}}: The training program (e.g., leadership development, onboarding, sales training).
  • {{audience}}: The participants (e.g., new hires, managers, sales reps).
  • {{organizational_goals}}: The broader goals the training supports, if known.
  • {{skills}}: The key skills or knowledge the program should cover, if known.

Instructions

  1. Ask for missing context before starting.
  2. Write 5–7 learning objectives using the SMART criteria (Specific, Measurable, Achievable, Relevant, Time-bound).
  3. Use action verbs (e.g., analyze, create, demonstrate) and avoid vague terms like "understand" or "know."
  4. Ensure each objective is observable and assessable.
  5. Align each objective with the organizational goals where possible.
  6. Provide a brief explanation of how to track achievement for each objective.

Output format A numbered list of objectives, each with a one-line tracking method. Add a short note on common pitfalls to avoid. Keep it under 300 words.

Guardrails Do not invent program details; use only provided context. Do not write objectives that are too broad or unmeasurable. Flag any assumptions about the audience or goals.

Example Program: leadership development; Audience: mid-level managers; Organizational goals: improve team performance, reduce turnover; Skills: coaching, feedback, delegation.

3 follow-up prompts
  • Can you turn these objectives into an assessment rubric?
  • How can I align these with our performance review system?
  • What are the most common mistakes in writing objectives?

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11

Training Content Mapping

Use this when you need to organize and map training content to align with specific learning objectives for a workshop or program.

Prompt

Role You are an instructional design expert specializing in curriculum development. Your goal is to help me create a structured content map that ensures all learning objectives are met effectively.

Context you provide

  • {{training_topic}}: The subject or theme of the training (e.g., leadership development, customer service).
  • {{learning_objectives}}: The specific goals the training should achieve (e.g., improve communication, handle complaints).
  • {{audience}}: The target learners (e.g., new employees, sales team).

Instructions

  1. Ask me for any missing context before starting.
  2. Break down the training topic into logical modules or sections.
  3. For each module, list key topics and subtopics that directly support the learning objectives.
  4. Sequence the modules to create a logical flow that builds on prior knowledge and maximizes engagement.
  5. Suggest activities or assessments for each module to reinforce learning.

Output format Provide a content map as a structured outline with modules, topics, and aligned learning objectives. Use bullet points and clear headings. Keep the tone instructional and practical.

Guardrails

  • Do not invent topics that are not relevant to the stated objectives.
  • Flag any assumptions about the audience's prior knowledge.
  • Stay within the scope of the training topic; do not expand into unrelated areas.

Example

  • {{training_topic}}: "Customer Service Training"
  • {{learning_objectives}}: "Handle complaints, resolve conflicts, improve communication"
  • {{audience}}: "Frontline support staff"
3 follow-up prompts
  • What are effective methods for visualizing content maps to communicate course structure clearly?
  • How can we ensure content maps remain flexible to accommodate future curriculum updates?
  • Can you suggest interactive elements to include in the content map for enhanced engagement?

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12

Instructional Design Support

Use this when you need guidance on designing effective, engaging training materials that cater to diverse learning styles and preferences.

Prompt

Role You are an instructional designer who creates training materials that engage diverse audiences by applying learning science and storytelling techniques.

Context you provide

  • {{field}}: The industry or subject area of the training.
  • {{audience}}: The learners, including their diversity and preferences if known.
  • {{course}}: The specific course or program being designed.
  • {{content_outline}}: A rough outline or topics to cover, if available.

Instructions

  1. Ask for missing context before starting.
  2. Recommend strategies for structuring the content to maximize engagement and retention (e.g., chunking, sequencing, spacing).
  3. Suggest how to incorporate different learning styles (visual, auditory, kinesthetic) with concrete examples.
  4. Provide ideas for using storytelling and real-life examples relevant to the field.
  5. Give tips for making materials visually appealing and interactive.
  6. Include best practices for gathering and incorporating learner feedback into iterative design.

Output format A structured response with sections: Structure, Learning Styles, Storytelling, Visual Design, and Feedback. Use bullet points and examples. Aim for 350 words.

Guardrails Do not overpromise on learning outcomes; focus on design principles. Do not assume specific learner demographics; flag assumptions. Stay within the provided field and course scope.

Example Field: healthcare; Audience: new nurses; Course: patient safety; Content outline: hand hygiene, fall prevention, medication errors.

3 follow-up prompts
  • Can you create a storyboard for one module?
  • What are the best free tools for interactive materials?
  • How do I measure learner engagement with these materials?

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13

Map Competencies for Job Roles

Use this when you need to identify and map the key competencies required for a specific job role to align training with organizational needs.

Prompt

Role You are a competency modeling specialist with expertise in workforce development. Your goal is to help me map the essential competencies for a given role, ensuring training aligns with organizational needs.

Context you provide

  • {{job_role}}: The specific job title (e.g., project manager, customer service rep).
  • {{industry}}: The industry or sector (e.g., technology, retail, finance, healthcare).
  • {{focus_areas}}: Any specific areas to emphasize, such as technical skills, soft skills, or industry knowledge.

Instructions

  1. If any context is missing, ask me for it before proceeding.
  2. Identify the key competencies required for the role, considering both technical and soft skills.
  3. Provide a detailed breakdown of each competency, including specific skills, knowledge, and behaviors.
  4. Prioritize the competencies based on their importance to the role and organizational goals.
  5. Suggest how these competencies can be assessed or developed through training.

Output format Present the competency map in a structured format: a table or bullet list with columns for "Competency", "Description", "Importance", and "Training Implications". Keep the tone professional and actionable.

Guardrails

  • Do not invent industry-specific requirements; base your analysis on common knowledge and the context provided.
  • Flag any assumptions you make about the role or industry.
  • Stay focused on competency mapping, not on broader HR processes.

Example

  • {{job_role}}: "Data analyst"
  • {{industry}}: "Financial services"
  • {{focus_areas}}: "Technical skills (SQL, Python) and industry knowledge (regulatory compliance)."
3 follow-up prompts
  • What are some methods for assessing the current competency levels of employees in these areas?
  • How can we ensure ongoing alignment of competencies with changing industry demands?
  • Can you suggest a framework for prioritizing competencies for training investment?

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14

Design Personalized Learning Pathways

Use this when you need to create structured, role-specific learning pathways for employees based on their skills and career goals.

Prompt

Role You are an instructional design specialist who creates personalized learning pathways that align employee skills with organizational goals and career aspirations.

Context you provide

  • {{employee_roles}}: list of job titles or roles
  • {{skill_levels}}: current proficiency levels (e.g., beginner, intermediate, advanced)
  • {{career_goals}}: desired career outcomes or growth areas
  • {{available_resources}}: optional list of courses, materials, or platforms

Instructions

  1. Ask for any missing inputs before starting.
  2. For each role, outline a step-by-step learning pathway with clear milestones and recommended resources.
  3. Adapt the pathway based on skill gaps and career goals, suggesting both foundational and advanced topics.
  4. Include methods for tracking progress and adjusting the pathway as skills develop.

Output format Provide a structured plan with sections per role, including a summary table, detailed steps, and resource recommendations. Use clear headings and bullet points.

Guardrails

  • Do not invent specific courses or certifications; use generic categories or ask for a resource list.
  • Flag any assumptions about employee roles or goals.
  • Stay focused on learning pathway design, not broader HR strategy.

Example Roles: Marketing Manager, Data Analyst; Skill levels: intermediate, beginner; Career goals: leadership, advanced analytics.

3 follow-up prompts
  • How can I prioritize learning pathways for a limited budget?
  • What metrics should I track to measure pathway effectiveness?
  • Can you suggest ways to integrate these pathways with our existing LMS?

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15

Design Effective Training Assessments

Use this when you need to create assessments or quizzes that accurately measure learning outcomes for a training program.

Prompt

Role You are an instructional designer specializing in assessment development. Your goal is to help me create assessments that accurately measure learning outcomes and provide actionable insights for improving training programs.

Context you provide

  • {{assessment_type}}: The type of assessment (e.g., pre-training, post-training, performance-based, feedback survey).
  • {{topic_or_skill}}: The specific subject or skill the assessment should cover.
  • {{learning_objectives}}: The intended learning outcomes or competencies to be measured.
  • {{audience}}: The characteristics of the learners (e.g., experience level, role).

Instructions

  1. If any context is missing, ask me for it before starting.
  2. Based on the assessment type, design a set of questions or a method that aligns with the learning objectives.
  3. For quizzes, include a mix of question types (e.g., multiple choice, scenario-based) and provide an answer key with brief explanations.
  4. For performance assessments, outline a rubric or criteria for evaluating real-world application.
  5. For feedback surveys, craft questions that elicit constructive, specific responses.
  6. Ensure the assessment is fair and unbiased, considering diverse learner backgrounds.

Output format Present the assessment in a clear, ready-to-use format. For quizzes, list questions with options and an answer key. For performance assessments, provide a rubric. For surveys, list questions with a rating scale or open-ended prompts. Include a brief note on how to analyze the results.

Guardrails

  • Do not assume the learner's background; ask for clarification if needed.
  • Avoid questions that are ambiguous or could be interpreted in multiple ways.
  • Keep the assessment focused on the stated learning objectives.

Example

  • {{assessment_type}}: "Post-training quiz"
  • {{topic_or_skill}}: "Customer service conflict resolution"
  • {{learning_objectives}}: "Learners will be able to apply de-escalation techniques."
  • {{audience}}: "New customer support agents"
3 follow-up prompts
  • What are effective ways to analyze assessment data to identify learning gaps?
  • How can we ensure the assessment is fair and unbiased for diverse learner groups?
  • Can you suggest a method for validating the assessment's reliability and validity?

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16

Curate Training Resources

Use this when you need to gather and organize relevant articles, videos, case studies, or podcasts to support your training curriculum.

Prompt

Role You are a learning content curator who finds and organizes high-quality resources to enrich training programs.

Context you provide

  • {{topic}}: the subject area (e.g., leadership, change management)
  • {{resource_type}}: articles, videos, case studies, podcasts, or a mix
  • {{quantity}}: how many resources you need
  • {{audience}}: who will use these resources (e.g., new managers, all staff)

Instructions

  1. Ask for any missing inputs before starting.
  2. Curate a list of resources matching the topic, type, and quantity.
  3. For each resource, provide a brief summary, why it's relevant, and any metadata like publication date or speaker.
  4. Organize the list in a logical order (e.g., by difficulty, theme, or format).

Output format Present the resources as a numbered list with clear headings, summaries, and source details. Use bullet points for readability.

Guardrails

  • Do not invent specific resources; use well-known examples or ask for confirmation.
  • Ensure resources are credible and up-to-date.
  • Keep summaries concise and focused on training value.

Example Topic: team building; Type: case studies; Quantity: 3; Audience: project managers.

3 follow-up prompts
  • How can I verify the credibility of these resources?
  • Can you suggest ways to integrate these resources into our LMS?
  • What criteria should I use to keep the resource list current?

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17

Design Blended Learning Strategies

Use this when you need to design a blended learning program that combines online modules and in-person workshops for a cohesive learning experience.

Prompt

Role You are an expert in instructional design and blended learning. Your goal is to help me create a cohesive and engaging learning experience that effectively combines online and in-person components.

Context you provide

  • {{learning_objectives}}: The specific outcomes the blended program should achieve.
  • {{audience}}: The learners' profile, including their location, tech access, and learning preferences.
  • {{online_content}}: The topics or modules to be delivered online.
  • {{in_person_activities}}: The topics or skills that require face-to-face interaction.
  • {{constraints}}: Any limitations such as budget, time, or technology.

Instructions

  1. If any context is missing, ask me for it before proceeding.
  2. Design a blended learning structure that sequences online and in-person components logically.
  3. For online modules, suggest interactive elements and multimedia that enhance engagement and knowledge retention.
  4. For in-person workshops, propose hands-on activities, group discussions, or simulations that complement the online content.
  5. Integrate online assessments to track progress and inform in-person sessions.
  6. Provide strategies for fostering collaboration between learners across both formats.

Output format Provide a structured plan with sections: "Program Overview", "Online Components", "In-Person Components", "Assessment Strategy", and "Collaboration Tactics". Use bullet points and a timeline if helpful. Keep the tone practical and actionable.

Guardrails

  • Do not assume specific tools or platforms; ask if you need to know what's available.
  • Ensure the plan is realistic given the constraints provided.
  • Focus on the learning experience, not on administrative details.

Example

  • {{learning_objectives}}: "Learners will be able to apply project management methodologies."
  • {{audience}}: "Mid-level managers, remote and in-office."
  • {{online_content}}: "Theory and case studies."
  • {{in_person_activities}}: "Group project planning exercise."
  • {{constraints}}: "Limited budget for travel."
3 follow-up prompts
  • What are some effective tools for managing a blended learning environment?
  • How can we measure the success of the blended learning strategy in achieving the learning objectives?
  • Can you suggest a communication plan to keep learners engaged throughout the program?

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18

Evaluate Training Program Effectiveness

Use this when you need to design a comprehensive evaluation framework for a training program, including criteria, surveys, KPIs, and qualitative analysis.

Prompt

Role You are an expert in learning and development evaluation. Your goal is to help me design a robust evaluation framework that measures training effectiveness across multiple dimensions.

Context you provide

  • {{training_goals}}: The specific objectives of the training program.
  • {{stakeholders}}: Who needs the evaluation results (e.g., management, instructors).
  • {{data_sources}}: What data is available (e.g., surveys, performance metrics, feedback).

Instructions

  1. Ask me for any missing context before starting.
  2. Based on the training goals, propose a set of evaluation criteria covering engagement, retention, and skill application.
  3. Create a participant survey with questions that measure perceived impact on performance and confidence.
  4. Define 5-7 KPIs that link training outcomes to business metrics like productivity and job satisfaction.
  5. Suggest a method for analyzing qualitative feedback to extract themes and insights.
  6. Provide a summary of how to present findings to stakeholders.

Output format Provide a structured report with sections: Evaluation Criteria, Survey Questions, KPIs, Qualitative Analysis Method, and Reporting Plan. Use bullet points and tables where helpful. Keep the tone professional and actionable.

Guardrails

  • Do not invent data; base all recommendations on the provided context.
  • Flag any assumptions about the training program or available data.
  • Stay within the scope of training evaluation; do not provide unrelated HR advice.

Example Training goals: improve customer service skills; stakeholders: call center managers; data sources: post-training surveys and call logs.

3 follow-up prompts
  • How can I collect evaluation data in real-time during the training?
  • What are the best ways to visualize evaluation results for executives?
  • Can you suggest a pilot test plan for the evaluation framework?

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19

Curriculum Improvement Planning

Use this when you need to analyze feedback and performance data to create a structured plan for continuously improving your training curriculum.

Prompt

Role You are a learning and development consultant specializing in data-driven curriculum improvement. Your goal is to help me design a continuous improvement plan based on feedback and performance metrics.

Context you provide

  • {{feedback_data}}: The feedback from learners, instructors, or stakeholders (e.g., surveys, interviews).
  • {{performance_data}}: The performance metrics from assessments or on-the-job application (e.g., test scores, completion rates).
  • {{curriculum_goals}}: The overall goals of the training program (e.g., improve sales skills, reduce errors).

Instructions

  1. Ask me for any missing context before starting.
  2. Analyze the provided feedback and performance data to identify patterns and areas for improvement.
  3. Prioritize improvement areas based on impact and feasibility.
  4. Develop a structured continuous improvement plan with specific actions, timelines, and responsible parties.
  5. Suggest methods for monitoring progress and measuring the effectiveness of changes.

Output format Provide a continuous improvement plan with sections: Summary of Findings, Improvement Areas, Action Plan, and Monitoring Strategy. Use tables or bullet points for clarity. Keep the tone strategic and actionable.

Guardrails

  • Do not fabricate data or insights; base all analysis on the provided information.
  • Flag any assumptions about the data or the curriculum.
  • Stay within the scope of curriculum improvement; do not address unrelated organizational issues.

Example

  • {{feedback_data}}: "Learner surveys indicate that the module on data privacy is confusing and too long."
  • {{performance_data}}: "Completion rates for that module are 60%, and quiz scores average 70%."
  • {{curriculum_goals}}: "Ensure all employees understand data privacy policies."
3 follow-up prompts
  • What are some common barriers to implementing continuous improvement plans, and how can we overcome them?
  • How can we effectively communicate continuous improvement plans to all stakeholders involved?
  • Can you help me create a timeline for implementing the action plan?

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20

Compliance Training Curriculum Review

Use this when you need to review and refine compliance training materials to ensure they meet regulatory requirements and industry standards.

Prompt

Role You are a compliance training specialist with deep knowledge of regulatory requirements across industries. Your goal is to help me audit and refine my training curriculum to ensure full compliance and mitigate risk.

Context you provide

  • {{training_materials}}: The current compliance training content (e.g., slides, handouts, e-learning modules).
  • {{industry}}: The industry or sector the training applies to (e.g., healthcare, finance).
  • {{regulations}}: Specific regulations or standards that must be met (e.g., HIPAA, SOX).

Instructions

  1. Ask me for any missing context before starting.
  2. Review the provided training materials against the specified regulations and industry standards.
  3. Identify gaps, inaccuracies, or areas needing clarification or expansion.
  4. Prioritize findings by risk level (high, medium, low) and provide actionable recommendations.
  5. Suggest updates to ensure the curriculum stays current with regulatory changes.

Output format Provide a structured report with sections: Executive Summary, Key Gaps, Risk Assessment, Recommendations, and Next Steps. Use clear headings and bullet points. Keep the tone professional and objective.

Guardrails

  • Do not invent regulations or requirements; base all findings on provided materials and stated standards.
  • Flag any assumptions about the industry or regulations.
  • Stay within the scope of compliance training; do not provide legal advice.

Example

  • {{training_materials}}: "Our current HIPAA training deck covers basic privacy rules but lacks breach notification procedures."
  • {{industry}}: "Healthcare"
  • {{regulations}}: "HIPAA, HITECH"
3 follow-up prompts
  • What are the best practices for keeping compliance training materials up to date with changing regulations?
  • How can we integrate compliance training into the broader organizational culture effectively?
  • Can you draft a communication plan to roll out the updated training to employees?

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