School leaders are increasingly asking a practical question: How do we help teachers move from curiosity about AI to confident, classroom-ready application, especially in the context of project-based learning?
One approach I’ve been using and refining is my PBL Prompt Party Protocol.
This is a structured, collaborative professional learning experience in which small teams of teachers use a sequenced set of AI prompts to design authentic PBL units while remaining firmly in control of the process.
Why This Protocol Is Valuable for Teachers
It provides clear copy-and-paste structure. Teachers receive a ready-to-use sequence of prompts they can drop into a single AI chat. They do not have to invent the process. This structure significantly lowers the barrier for educators who are still building confidence with AI tools.
It walks teachers through best practices of project design. The prompts intentionally surface the core elements of high-quality PBL: open-ended and AI-resistant driving questions, authentic community connections, durable skills, differentiation, process-focused assessment, and student voice and choice. Teachers experience these practices while creating rather than learning about them in isolation.
It is collaborative; with colleagues and with AI. Teachers work in small groups, share a continuous chat thread, discuss outputs in real time, and apply professional judgment together. AI accelerates idea generation and drafting; human insight and peer dialogue remain central.
It produces something teachers can actually use. Participants leave with a draft driving question, project overview, refined project idea, and the beginnings of scaffolding and assessment tools, along with a reusable prompt toolkit they can apply throughout the year.
Why It Works Especially Well at the Start of the School Year
Early in the year, teachers are forming planning habits and looking for practical support. A Prompt Party offers:
- Low-stakes, immediate practice with AI
- A concrete bridge between AI tools and rigorous project design
- Shared language and processes across grade levels or departments
- Usable draft materials they can refine and implement
It also models the stance we want teachers to take with students: AI can support thinking and drafting, but the educator remains the decision-maker.
Benefits for School Leaders
When leaders host or support a Prompt Party, they help build:
- Instructional coherence around project design
- Teacher capacity for ethical and effective AI use
- Reduced isolation and time burden in unit planning
- Classroom-ready artifacts that can be shared and improved over time
The protocol is intentionally light on logistics. Teams of 3–4 teachers, devices, internet access, and the sequenced guide are enough to run a productive session.
The Guiding Stance
Throughout the process we hold four non-negotiables:
- The teacher is the Human-in-the-Loop and final decision maker.
- AI is a thought partner, not the author.
- Process and durable skills matter more than polished digital output.
- Every project must remain open-ended and meaningful to the community.
If you are looking for a practical, teacher-centered way to help your staff grow more confident with both AI and project-based learning this fall, the PBL Prompt Party Protocol is a strong option.
I am happy to share the full invitation and practice guide or discuss how this could be adapted for your school or district, just email jenny@craftedcurriculum.com.
Disclosure: This post was written in collaboration with AI as a thought partner. All ideas, protocols, and professional recommendations are my own, grounded in my experience supporting educators with project-based learning and AI integration.
About the Author: Jenny
