Before generation
Use this to turn a broad “have a debate” idea into a timed lesson where every learner has a speaking, evidence, question, observation, fact-check, or reflection role.
EDUCATION DECISION WORKBENCH
Allocate realistic time, speaking places, observer roles, evidence preparation, rebuttal, and reflection.
Review output
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Transparent method
Time is divided 8%, 25%, 15%, 25%, 12%, and 15% across norms, preparation, openings, rebuttal, closing, and reflection. Largest remainders preserve the entered total. Active speaking places show capacity, not importance. Rotate roles and evaluate the intended skills rather than confidence, speed, or agreement with a position.
Teach discussion norms, evidence use, and roles.
Monitor participation, accuracy, and safety.
Use individual reflection to check learning beyond performance.
How to interpret the result
Use this to turn a broad “have a debate” idea into a timed lesson where every learner has a speaking, evidence, question, observation, fact-check, or reflection role.
A 60-minute two-team debate on campus single-use plastics gives ten active speaking places in a class of 30 and assigns the remaining learners evidence and question roles.
Time is divided 8%, 25%, 15%, 25%, 12%, and 15% across norms, preparation, openings, rebuttal, closing, and reflection. Largest remainders preserve the entered total.
Active speaking places show capacity, not importance. Rotate roles and evaluate the intended skills rather than confidence, speed, or agreement with a position.
Avoid unsafe identity debates, surprise motions, unequal evidence access, unstructured audience time, compulsory personal disclosure, and grading the opinion rather than reasoning.
Learning boundary
Do not frame a group’s rights, identity, or safety as a classroom controversy. Follow local safeguarding and inclusion requirements.
Review checklist
Practical questions
Assign evidence tracking, question writing, fact-checking, observation, or synthesis roles.
Choice may improve agency, but structured assignment can teach perspective-taking; review safety and context.
Use explicit criteria for evidence, reasoning, listening, response, and reflection.
YOUR NIRMION