Professional Prompt Library
Structured prompt frameworks for planning, resource development, differentiation, assessment and professional communication.
Planned
NTES Professional Resource
Teacher AI Productivity Toolkit
Responsible frameworks, prompts and templates for modern professional practice.
PlanAdaptAssessReview
Professional AI practice
NTPremium Teacher Resource
Teacher AI Productivity Toolkit
A planned professional toolkit helping educators use generative AI responsibly for lesson planning, differentiation, assessment, resource development and appropriate routine tasks.
Primary and SecondaryK–12 EducatorsDigital ResourceResponsible AI
Indicative launch price
€49
Final contents and price to be confirmed
This premium toolkit is currently planned and in development
This page describes the proposed resource. Contents, formats, licensing arrangements and pricing may change before release. No payment is being accepted at this stage.
Toolkit overview
Save appropriate preparation time without surrendering professional judgement
The Teacher AI Productivity Toolkit is being developed to help educators use generative AI with greater purpose, consistency and professional responsibility.
Instead of presenting disconnected prompts, the proposed toolkit will organise AI-supported tasks into clear workflows that begin with the learning purpose and finish with professional verification.
The resource will emphasise that AI-generated material remains a draft until it has been checked and adapted by a qualified educator who understands the learners and curriculum context.
Proposed toolkit contents
Practical support for responsible professional workflows
The final contents and formats will be confirmed before launch.
Lesson-Planning Templates
Practical templates supporting learning intentions, success criteria, activities, questioning, assessment and reflection.
Differentiation Toolkit
Frameworks for adapting language, scaffolding, challenge, accessibility and learning support while maintaining teacher oversight.
Assessment Support
Responsible approaches to developing assessment ideas, success criteria, feedback prompts and formative checks.
Resource-Creation Guides
Workflows for producing draft explanations, questions, examples, activities and classroom materials efficiently.
Responsible AI Guidance
Professional expectations covering privacy, accuracy, bias, intellectual property, safeguarding and academic integrity.
Professional workflow
A structured process for responsible AI-supported work
01
Define the Purpose
Identify the learning need, intended audience, curriculum context and professional outcome before using AI.
02
Provide Context
Supply appropriate information about objectives, age range, prior learning, constraints and expected format.
03
Generate and Refine
Use structured prompts, evaluate the response and improve instructions through purposeful iteration.
04
Verify and Adapt
Check accuracy, appropriateness, bias, safeguarding and curriculum alignment before professional use.
Proposed use cases
Support for appropriate everyday professional tasks
Lesson Planning
Develop initial lesson structures, learning sequences, questioning ideas and reflection prompts.
Differentiation
Adapt explanations, reading levels, scaffolds and challenge while protecting the intended learning outcome.
Assessment Design
Generate draft question ideas, success criteria and formative checks for professional review.
Feedback Support
Create feedback frameworks and comment structures without replacing teacher judgement.
Resource Development
Draft examples, scenarios, retrieval questions, discussion prompts and classroom activities.
Professional Communication
Develop clear draft communications, meeting structures and implementation documents.
Intended professional outcomes
Use AI efficiently, critically and responsibly
The planned toolkit will focus on practical capability while reinforcing professional accountability and safe practice.
✓
Use generative AI purposefully within professional teaching practice.
✓
Write clearer prompts using context, constraints and expected outcomes.
✓
Reduce time spent on appropriate routine preparation tasks.
✓
Review AI-generated content for accuracy, bias and suitability.
✓
Create differentiated draft materials while retaining teacher oversight.
✓
Protect confidential, personal and sensitive information.
✓
Apply responsible-AI expectations to planning and assessment.
✓
Make informed decisions about when AI should not be used.
Responsible professional practice
Safeguards are part of every workflow
Efficiency should never come at the expense of accuracy, safeguarding, privacy or professional responsibility.
Human Oversight
Teachers remain accountable for checking, adapting and approving all materials before use.
Privacy
Personal, confidential or sensitive student information should not be entered into unapproved AI systems.
Accuracy
AI-generated facts, examples, references and calculations require professional verification.
Bias and Inclusion
Outputs should be checked for stereotypes, exclusion, unsuitable assumptions and unintended disadvantage.
Academic Integrity
Teachers should establish transparent expectations for appropriate AI use by staff and students.
Professional Judgement
AI can support preparation, but it should not replace relationships, contextual knowledge or professional decisions.
Proposed licensing
Options for educators, departments and schools
Final licence permissions and prices will be confirmed before launch.
Individual Educator
Proposed access for one named teacher to use the toolkit within their own professional practice.
Register InterestDepartment Licence
Proposed access for educators working within one department or curriculum team.
Register InterestWhole-School Licence
Proposed wider access for eligible staff within one school organisation.
Register InterestToolkit and Training
Proposed toolkit access combined with responsible-AI professional development and implementation support.
Register InterestFrequently asked questions
Questions about the planned toolkit
Is the Teacher AI Productivity Toolkit available now?
Not yet. The toolkit is currently planned and in development. You can review the proposed contents and register your interest in future availability.
Is €49 the final price?
No. €49 is an indicative launch price for the proposed individual resource. Final contents, licensing, price, taxes and delivery arrangements will be confirmed before launch.
Will the toolkit replace teachers’ professional judgement?
No. The toolkit is being designed to support preparation and professional workflows. Teachers remain responsible for accuracy, suitability, safeguarding and final decisions.
Which AI platform will teachers need?
The planned toolkit will focus on transferable professional practices rather than depending entirely on one platform. Schools must follow their own approved-technology and data-protection requirements.
Can teachers enter student information into AI tools?
Teachers should not enter personal, confidential or sensitive information into unapproved AI services. School policies and applicable data-protection requirements must always be followed.
Will editable templates be included?
Editable formats are planned for appropriate templates and professional resources. Exact formats and licensing permissions will be confirmed before launch.
Can schools request training with the toolkit?
Yes. Proposed school options include responsible-AI professional development, implementation planning and customised support.
Teacher AI Productivity Toolkit
Register your interest in the planned toolkit
Receive information about development progress, proposed contents, licensing and availability when the resource is ready.
Register InterestThis independently developed NT Education Solutions resource does not replace school policy, professional judgement, safeguarding requirements, data-protection obligations or platform-specific guidance.