Prompt library
Prompts for the thinking steps
Twelve prompts for planning, recruiting, facilitating and analysing, each with a check for invented detail.
Twelve prompts for the thinking steps in this course. Use them with an AI assistant, or with a colleague. Each one has a check that catches the most likely failure: invented detail, false balance, or a plan that looks complete but excludes the people who matter.
Never put participant data, consent forms or identifying details into a public AI tool. Use the study's approved system, or work on anonymised examples.
Before the study starts
1. Test whether the post is real
Here is the role description for a community link worker post: [paste]. Give me: (a) the three decisions this person can actually make, (b) three things they are only told about, (c) the questions I should ask before accepting. Quote the words in the description that support each answer.
Check: if the model claims a power the description does not grant, reject the answer and ask it to quote again.
2. Turn the protocol into a plain explanation
Here is a participant information sheet: [paste, anonymised]. Write a two-minute spoken explanation for a community member with no research background. Reading age 11. No jargon. Cover: purpose, what taking part involves, time, payment, data, and how to say no. Then list anything in the sheet that the explanation cannot honestly simplify.
Check: read the "cannot honestly simplify" list first. That list is where consent goes wrong.
3. Find who the recruitment plan misses
Here is our recruitment plan: [paste]. For each channel, tell me: who it reaches, who it cannot reach, and who it systematically excludes. Then name three channels that would reach the people missing, and what each one would cost in time and money.
Check: a channel that reaches "everyone" is a channel that was not analysed. Ask for the exclusion again.
Recruiting
4. Rehearse the invitation conversation
Role-play a community member who is interested but says "my English is not good enough for this". Ask me the questions a real person would ask. Do not be easy to persuade. After ten turns, stop and tell me the three moments where I pressured the person.
Check: if the role-play gives in immediately, it is not testing anything. Ask for a harder version.
5. Write the invitation in the community's words
Draft three versions of a one-paragraph invitation to this study: one for a WhatsApp group, one for a faith setting notice, one to be read aloud. Audience: [describe]. Reading age 11. Then state which version you would not use, and why.
Check: a version that sounds like a leaflet from a hospital is not usable. Say so and ask again.
Running a session
6. Pressure-test the topic guide
Here is my topic guide: [paste]. For each question, tell me: is it open, is it single-barrelled, does it suggest its own answer, and what might it shut down? Rewrite the two weakest. Keep the meaning of every question.
Check: rewritten questions must ask the same thing. If the meaning changed, the guide is no longer the approved one.
7. Plan for the difficult moment
A participant in a focus group discloses that a relative is being neglected by a paid carer, and asks me not to tell anyone. Give me: what I say at that moment, what I record, who I tell and by when, and what I do not do. Then tell me which part of this I must confirm with the study lead before the session.
Check: any answer that promises secrecy is wrong. Any answer that investigates is wrong. Rerun with that instruction if needed.
After the session
8. Write the debrief from your notes
Here are my notes from today: [paste, anonymised]. Produce: what went well, what I would change, what I noticed that is not in the recording, anything for the team, anything for supervision. Use only what is in my notes. List separately anything you think I have missed, and ask me rather than filling the gap.
Check: the "you have missed" list is the useful part. Anything the model filled in without asking is invented.
9. Interrogate a draft theme
Draft theme: "[paste]". Supporting quotations: [paste, anonymised]. Tell me: what this theme claims, what the evidence actually supports, whose voice is missing, and one alternative reading. Do not write the final wording.
Check: if it agrees with the theme too quickly, give it the counter-cases and ask again.
10. Write the member-checking question set
Here are three draft findings: [paste]. Write four questions I can ask a community group to test whether these are recognisable, in plain language, that do not lead the answer, and that invite disagreement. Then write how I record a disagreement.
Check: a question that contains the finding is not a test. Ask for the neutral version.
Working in the team
11. Phrase the refusal
I have been asked to do this task: [describe]. It is outside my training or my written agreement because: [reason]. Write three versions of a refusal: to a supervisor, to a researcher in the room, and to a community partner. Each must name the limit, offer what I can do, and put the decision where it belongs.
Check: a refusal that apologises more than once is a refusal that will be argued with.
12. Prepare for supervision
Here is what happened this week: [notes]. Give me: the one thing I most need to raise, the evidence I should bring, the two options I can propose, and the question I should ask my supervisor to answer directly.
Check: supervision is not a performance review. If the output is a confession, rewrite the request.
The standing rule for all twelve
An AI assistant will invent a policy, a rate, a form name or a legal duty to make an answer look complete. Every time you use one of these prompts, ask one more question: "Which of these statements are from the material I gave you, and which did you infer?" Use only the first group.