A workshop facilitator prompt pack compresses the hours of preparation behind a good workshop into a few well-structured AI prompts. Designing an agenda, writing a facilitator script, building slides, and summarising the outcome are all tasks an LLM does well — if you brief it properly. This tool builds that brief for you, tuned to your workshop type, group size, duration, and goal.
How it works
You define the workshop: its type (design sprint, strategy, ideation, retrospective, or decision-making), the group size, the duration, and the goal you want to reach. The builder then produces whichever artefact you select. The agenda designer lays out a timed, minute-by-minute plan with exercises suited to the type. The facilitator script gives you what to say and do at each stage, with timings. The slide outline turns the agenda into a deck structure. The debrief summariser takes your post-session notes and produces decisions, action items, and owners. Everything is built in your browser; you run the prompts in your own LLM.
Tips and examples
Start with the agenda designer, refine the plan with the model until the timings feel realistic, then generate the facilitator script from that same agenda so the two stay consistent. Scale honestly: most facilitators over-pack agendas, so trust a tighter plan and leave room for the discussion that actually creates value. For retrospectives, the prompts favour psychological safety and structured turns so quieter voices are heard; for decision-making workshops, they push toward an explicit decision and owner rather than an open-ended chat. Save the debrief prompt for immediately after the session while memory is fresh — paste your raw notes and let the model extract the commitments before they evaporate.