Pathway 3 — Using daily

Worked examples

Real prompts, real outputs, and honest notes on what was edited before use. This is what effective AI-assisted teaching looks like in practice.

Each example below shows the prompt used, an extract of the AI output, and a note on what was changed before the resource was used in class. The point is not that the AI got it right first time — it is that the combination of AI drafting and teacher review produces something good, quickly.

Junior Cycle History 2nd Year Retrieval practice Claude

Retrieval starter — the French Revolution

A five-question starter generated in two minutes and used the following class with one edit.

The prompt
Create a 5-question retrieval practice starter for a 2nd Year Junior Cycle History class. The questions should test knowledge from last week's topic: the causes of the French Revolution. Include two recall questions, two application questions, and one "explain why" question. Provide an answer key. Keep language accessible for 13–14 year olds. No student names.
What Claude produced (extract)
RETRIEVAL STARTER — The French Revolution 1. Name two groups of people who made up the Third Estate in France before the Revolution. [Recall] 2. What was the significance of the Estates-General meeting in 1789? [Recall] 3. A French peasant in 1788 pays 80% of their income in taxes and tithes. How might this have contributed to their support for the Revolution? [Application] 4. Explain why the harvest failure of 1788 made the political situation in France more dangerous. [Explain why] 5. Louis XVI was a weak king who struggled to make decisions. How might this weakness have made the Revolution more likely? [Application] ANSWER KEY 1. Peasants (the majority) and the bourgeoisie (middle class — merchants, lawyers, doctors). 2. It was the first meeting of the representative body since 1614. When the Third Estate's demands were rejected, they formed the National Assembly — a key step toward revolution. 3. Heavy taxation while the nobility paid little or nothing created deep resentment and made ordinary people willing to support dramatic change. 4. Food shortages caused by the failed harvest meant bread prices soared. Hungry, desperate people were far more willing to take to the streets and support radical action. 5. A more decisive king might have made reforms early enough to prevent the crisis. Louis's inability to act — he kept changing course and alienating different groups — meant the situation escalated unchecked.
What the teacher changed before using it
One edit only: Question 5 was reworded slightly. The original said "Louis XVI was a weak king" — the teacher preferred "Louis XVI found it very difficult to make firm decisions and stick to them" to avoid presenting a historical judgement as an established fact before students had engaged with the evidence. The answer key was kept as written.
Time from prompt to classroom-ready: approximately four minutes, including the one reword.
Leaving Certificate English 5th Year Feedback template Gemini

Feedback comment bank — personal essay

Eight reusable feedback comments generated from the Leaving Certificate personal essay assessment criteria, edited slightly for tone.

The prompt
Based on the Leaving Certificate English personal essay assessment criteria — particularly engagement, clarity of expression, awareness of audience, and control of language — write 8 written feedback comments for essays working at the "expected standard but not yet exceeding it" level. Each comment should: identify one specific strength, name one area to develop, and give one concrete next step. Vary the sentence starters. Tone: encouraging but honest. No student names — I will personalise these myself.
Extract from the output — two of eight comments
Comment 3: Your personal voice comes through clearly in the opening paragraphs, and the central experience you chose is genuinely interesting. Where this essay could go further is in developing the reflection — at the moment, the narrative describes what happened more than it explores what it meant. As a next step, look at your final paragraph and ask: what did I actually learn from this? Write two sentences that answer that question directly. Comment 7: There is a real sense of atmosphere in your writing, particularly in the descriptive passages — the reader is drawn in. The area to develop is the ending, which arrives a little abruptly and leaves the reader without a sense of completion. Before your next draft, try writing three possible final sentences for this essay and choose the one that feels most resolved.
What the teacher changed
Minor language tweaks to three comments to match the teacher's usual phrasing more closely. "Genuinely interesting" was changed to "well-chosen" in Comment 3 (slightly more neutral). Comment 7's "arrives a little abruptly" was kept — the teacher thought it was precisely right. None of the structural suggestions were changed.
Time from prompt to classroom-ready: six minutes, including reading all eight and making minor edits to three.
Junior Cycle Science 1st Year Differentiation Claude

Differentiated activity — the water cycle

A three-level version of the same task, produced in one prompt and used without edits.

The prompt
I have a main classroom activity for a 1st Year Junior Cycle Science class on the water cycle. The main task is: "Draw and label the water cycle. Write one sentence explaining each stage." Please produce three versions: — Foundation: with sentence starters, a partially labelled diagram template described in text, and simplified vocabulary list. — Core: the task as written. — Extension: adds a challenge requiring students to explain how the water cycle would change in a region with very high temperatures, and to link this to climate change. No student names. Generic language throughout.
Extension version (extract from output)
EXTENSION — The Water Cycle Part A: Complete the standard task (draw, label, and explain each stage). Part B — Climate Challenge: Imagine a region where average temperatures increase by 3°C over the next 50 years. Using your knowledge of the water cycle, explain: — How evaporation rates would change, and why. — What effect this might have on precipitation (rainfall and snowfall) patterns. — Why this could lead to both more severe droughts and more intense flooding in different parts of the world. Write your answer in three paragraphs — one for each bullet point above. Part C — Going further: Scientists use the water cycle to study and model climate change. Suggest one way that studying the water cycle helps scientists predict the effects of global warming. You may use your own research to support your answer.
What the teacher changed
Nothing was changed. The teacher noted that the Foundation version's vocabulary list was "exactly what I would have written myself, and it saved me 20 minutes." The Extension was used as written for three students in the class.
Time from prompt to classroom-ready: three minutes. All three versions were produced in a single response.

The pattern across every example

Looking at these examples, the same pattern holds. The AI handles structure, language, and first drafting. The teacher reads, reviews for subject accuracy and pedagogical fit, makes small adjustments, and uses it. The total time is a fraction of drafting from scratch, and the quality — after teacher review — is high.

The key habit is the review step. Not accepting the output uncritically, but not rewriting it from scratch either. Read it as a professional, fix what needs fixing, use what is good.

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