A useful teaching prompt usually has five parts:
- the teaching job
- the learner context
- the language target
- the output shape
- the quality bar
If one part is missing, the model usually fills the gap with generic material. It gives the teacher something fluent, but not something ready for class.
Start with the teaching job
Most weak prompts fail before the model answers. They fail because the teaching job is vague.
Weak prompt:
Create a speaking activity about travel for an intermediate student.
Stronger prompt:
Create a 12-minute speaking activity for one B1 adult English learner who needs more practice giving recommendations while traveling. The activity should force comparison, follow-up questions, and one short final summary. Return the activity in a table with timing, teacher instructions, learner task, and useful language support. Keep the topic adult and realistic.
The second prompt does more than ask for content. It defines the learner, the language job, the class format, the time limit, and the output structure. That makes the result easier to judge.
Workflow 1: lesson planning
The first repeatable workflow is lesson planning. Teachers often ask for full lesson plans too early, then complain that the result feels thin or generic. The problem is usually the brief, not only the model.
Use a planning prompt that names:
- level
- age or learner profile
- lesson goal
- target language
- time limit
- class format
- what the learner should produce by the end
Prompt template:
Build a [lesson length]-minute online English lesson for [learner profile].
Level: [level].
Main goal: [communication goal].
Target language: [grammar, vocabulary, or function].
Context: [situation or topic].
The lesson should include:
1. a short warm-up,
2. one guided practice stage,
3. one live speaking task,
4. one short review or follow-up task.
Return the lesson as a table with timing, stage goal, teacher move, learner move, and useful language.
Keep the tasks realistic for online teaching.How to use it:
- Input: the level, goal, target language, and class length
- Next step: delete anything that does not fit your learner or your pace
- Expected outcome: a usable lesson skeleton, not a script you follow blindly
The point is not to accept the full lesson untouched. The point is to get a draft structure that the teacher can correct quickly.
Workflow 2: speaking practice
Teachers often ask AI for discussion questions and then get weak speaking tasks. A list of questions is not the same as speaking practice. Real practice needs pressure. The learner should have to choose, justify, compare, repair, or respond.
Use prompts that force task design, not only topic generation.
Prompt template:
Create a live speaking task for [level] English learners in an online lesson.
Communication goal: [goal].
The task must include:
- a reason to choose or decide,
- at least two follow-up questions,
- one point of disagreement or tension,
- one short final output.
Return:
1. task instructions for the learner,
2. teacher follow-up questions,
3. useful language support,
4. one easier version and one harder version.How to use it:
- Input: a communication goal such as recommending, clarifying, disagreeing politely, or giving advice
- Next step: replace flat prompts with the version that creates a decision
- Expected outcome: a live task that produces better speaking than open conversation alone
This workflow matters because it turns AI into a task designer instead of a topic spinner.
Workflow 3: feedback and homework
The third workflow begins after class, when teachers are tired and still need to send something useful. This is where prompting can save time if the teacher already has clean notes.
Prompt template:
Turn these lesson notes into concise feedback for a [level] English learner.
Keep the tone encouraging and direct.
Include:
1. what the learner did well,
2. two or three correction points,
3. one short practice task for homework,
4. one sentence explaining what to focus on next lesson.
Use plain teacher language, not corporate language.
Here are the lesson notes:
[paste notes]How to use it:
- Input: rough lesson notes, recurring errors, and one next-step goal
- Next step: remove any praise that sounds false and any homework that feels detached from the lesson
- Expected outcome: faster follow-up that still sounds like the teacher
This works well because the teacher already knows what happened in class. The prompt is only helping shape the follow-up.
Ask for outputs you can check fast
A good workflow also asks for an output shape that is quick to review. If the model returns large paragraphs, the teacher has to do too much cleanup.
Better output shapes include:
- a lesson table
- a task sequence
- a language-support list
- a feedback note with short sections
- an easier version and a harder version
Bad output shape:
Write a full lesson plan in detail.
Better output shape:
Return the lesson in a table with timing, stage goal, learner task, teacher move, and useful language.
The second version is easier to scan, cut, and rebuild.
Keep the quality-control loop
Teachers still need a review loop, even when the prompt is strong. A fast review loop prevents polished but weak material from reaching the lesson.
Use these five checks:
- Does the task match the level I actually teach?
- Does the learner have to produce meaningful language, not only short answers?
- Does the activity fit the class time and class format?
- Does the language support help the task instead of replacing it?
- Would I use this if no one told me AI produced it?
If the answer to the fifth question is no, the workflow needs revision.
Save workflows, not only prompts
Many teachers save prompts as fixed scripts. That helps at first, then breaks the moment the learner profile changes. It is better to save a prompt as a workflow with variables.
For example, save this:
- learner profile
- level
- communication goal
- target language
- output format
- quality checks
Then swap the variables as the class changes.
That is what makes a prompt reusable. The teacher is not memorizing one good line. The teacher is keeping a better teaching brief.