Training material prompt builder
Good training is designed backwards from what learners should be able to do, not forwards from what you want to say. The hard part is translating a topic into objectives, then into slides, exercises, and checks that actually build that capability. This builder does that translation: from a topic, audience, format, and duration it produces an LLM prompt that creates objective-led, time-budgeted training material you can edit and deliver.
The backwards design principle
The most common failure in corporate training is starting with a topic and working forward: “we need to cover data privacy law,” so you build a slide deck that covers data privacy law. The problem is that coverage and capability are different things. A learner can sit through an hour of slides and leave knowing more content but able to do nothing new.
Backwards design — the method behind this tool — starts with capability: what should the learner be able to do or decide after this session that they could not before? Those are the objectives. Then you work backwards: what content builds that capability? What practice makes it stick? What check confirms it landed?
The prompt generated by this builder instructs the model to write objectives first, in measurable verb form, before generating any content. Everything else — slides, exercises, knowledge checks — is written to serve those objectives, not to comprehensively cover a topic.
How it works
You enter the topic and audience, choose a format — slide deck, workbook, exercises and knowledge checks, or a facilitator guide — and set the session length. The builder writes a prompt that first asks the model to define clear, measurable learning objectives for that audience, then to generate the chosen format around those objectives, sized to fit your duration (roughly one major concept per 15 to 20 minutes). The format determines the structure: a deck gets a title slide, agenda, concept slides, and a recap; a workbook gets explanations, worked examples, and practice spaces; a facilitator guide gets timings, talking points, and discussion prompts.
What each format produces
Slide deck — structured for a presenter: agenda slide, one concept per slide, minimal text, with speaker-note prompts. Best for synchronous delivery where the facilitator carries the explanation verbally.
Workbook — structured for a learner working independently: concept explanations, worked examples, practice exercises with space to respond, and a self-check section. Best for pre-reading, async learning, or reinforcing a live session.
Exercises and knowledge checks — a focused set of practice activities and assessment questions, each mapped to an objective. Use as a standalone assessment or attach to either of the above formats as a proof-of-learning layer.
Facilitator guide — the trainer’s script: timed agenda, key talking points per section, anticipated learner questions and suggested responses, and a debrief structure. Pairs with the slide deck or workbook.
Tips and examples
- Objectives first, always. “Understand X” is weak; “configure X in under 5 minutes” is testable. The prompt pushes the model toward measurable verbs.
- Don’t overfill. Three concepts taught well beat eight rushed. Set the duration honestly and the agenda right-sizes itself.
- Generate the set. Run the tool per format so your slides, workbook, and facilitator guide all trace to the same objectives.
- Add a knowledge check. The exercises format ends with questions that prove the objective was met — the difference between content and training.
- Keep audience specific. “Software engineers” produces more useful objectives and content than “technical staff” — the more specific the audience, the better calibrated the level and examples.