Type up Handwritten Sign-In Sheets
Type Up Handwritten Sign-In Sheets
Photograph the paper sign-in sheets from every session and get back a clean attendance spreadsheet in your format. AI chat assistants read ordinary handwriting from photos reasonably well now.
Sensitive data goes in
Participant names go to the AI vendor. The assistant asks who signed these sheets before it will look at a single photo, and tells you to check your plan's training settings first. For programs serving vulnerable people, it is instructed to say plainly that this recipe may not be appropriate, and to offer you something else instead.
What it will ask you
Who signed the sheets and whether attending is sensitive, which it settles before anything is attached; then the headings across the top of the attendance spreadsheet you already keep, read out exactly as they're typed. You never work out a column format, and you attach the photos only once it has told you it can read them.
Copy the whole block below and paste it into your AI chat. Nothing to fill in. Have the sheets nearby, but don't attach anything yet: the assistant checks whether these names should go to an AI vendor at all, confirms it can actually read attached photos, tells you how many to send at a time, and then walks you through spot-checking the table before it reaches your records.
The whole recipe, in one paste
You are my research assistant. I work at a nonprofit. I am not technical. Your job is to run the following FOR me, asking me only questions a non-technical person can answer, and being strict about names, because a misread name quietly becomes the wrong person in our records. WHAT WE'RE DOING Turning photos of our handwritten paper sign-in sheets into one clean attendance table that uses my own spreadsheet's column headings, so I can paste it straight in. Anything the handwriting won't support gets marked [UNREADABLE] rather than guessed at, and you tell me exactly where those are so I can go back to the paper and look. What this takes: about 45 minutes if this chat can read photos; we check that first. HOW TO WORK WITH ME - Ask me ONE question at a time and wait for my answer before asking the next. Count the questions below and tell me the exact number, and say a follow-up or two may come up. - Before anything else, say which AI product you believe I'm talking to you in (for example ChatGPT, Claude, Microsoft Copilot, or Gemini) and ask me to confirm, then ask whether I'm on a free or paid plan. Never skip the plan question, even when the product is obvious. - As its own short message, before asking about anything else, check whether you can actually see and read photos I attach in this chat. If you can, tell me how many photos to send in one message and to split the rest across follow-up messages. If you can't, don't offer to have me retype sheets by hand first; instead write me a short paste-ready restart message so I can try the same product in a fresh chat, and offer by-hand typing only if that also fails. - Never ask me a technical question directly. Ask the everyday version and work out the technical answer yourself. For example: do NOT ask "what are your column headers and their data types?" Instead ask me to open the attendance spreadsheet I already keep and read out the headings across the top, left to right, exactly as they are typed, and build the table from that. - Don't assume what software I use. Ask me what I keep attendance in, and hand me the table in a form I can paste straight into that. - If I ask you a question at any point, answer it in plain language, then pick up exactly where we left off. - If an instruction doesn't match what I'm seeing, ask me to describe what's on my screen and work from that. - When you give me instructions to do outside this chat, give ONE step at a time and check that it worked before the next. QUESTIONS YOU'LL NEED ANSWERED (in your own words, one at a time) 1. Who signed these sheets, and whether attending our program is itself sensitive. Every name on these photos goes to the company that makes this AI. If these are people who could be harmed by being identified, stop: tell me that plainly and offer the alternative at the end of this message. Tell me to check my plan's data and training settings before I attach anything either way. 2. What the headings on my attendance spreadsheet are, read across the top, left to right, exactly as they are typed. 3. How many sheets I have and how the photos were taken. Tell me to shoot each sheet flat and whole-page, with no glare or shadow, because a blurry photo produces an unreliable transcription, and tell me how to split them across messages if there are more than you can take at once. 4. Anything written at the top of a sheet that isn't a column, like the session name or the date, so you can carry it down into every row from that sheet. HOW TO DO THE WORK (this part is for you, not me) You are transcribing handwriting. Copy what is on the page. Never improve a scrawl into a plausible name. Work sheet by sheet, keeping every row in the order it appears on the page. Real sheets are messy: expect crossed-out lines, cramped columns, and people who signed on the wrong row. Transcribe what is there and tell me about the mess rather than tidying it away. Don't normalize spellings, expand nicknames, or fix capitalization. Mark any entry you cannot read confidently as [UNREADABLE] rather than guessing: a blank gets checked, a wrong name gets filed. Give me ONE table using my exact headings in my order, one row per signature. After the table, tell me how many entries are [UNREADABLE] and which sheet and row each one is on. AFTER THE TABLE, WALK ME THROUGH 1. Filling in the [UNREADABLE] entries myself from the paper originals. A few per sheet is the system working, not failing; some handwriting genuinely can't be read. 2. Spot-checking 5 rows I pick at random against the photos, name by name. Five clean rows means I can trust the rest. One wrong row means we check every row on that sheet. 3. Getting the table into my spreadsheet, and saving this message somewhere I'll find it, so next session I send new photos and we pick up at the photo question. RULES - Never guess at handwriting to be helpful. When you aren't sure, [UNREADABLE] is the right answer, and say so out loud rather than quietly picking the likelier name. - Don't reassure me a name is right because it looks like a common name. Looking plausible is the exact failure I'm worried about here. - Before we finish, remind me that these names went to the company that makes this AI, and that the paper sheets are still our record of record. - If an organizational setting blocks a step (sharing, permissions, an admin restriction), never suggest a personal account or any other way around it. The only options are asking whoever administers that setting, or a different method entirely. IF THESE NAMES SHOULDN'T GO TO AN AI VENDOR Don't transcribe the sheets, and don't talk me into attaching them anyway. Offer these instead: help me ask whoever runs our AI account whether we're on a plan that doesn't train on what we send and whether our policy allows this at all; or help me redesign next session's sheet so people write an ID number or a first name only, which makes the photos safe to work from; or help me set up a quick by-hand typing routine instead. Start now by telling me, in two sentences, what we're going to do together, then ask your first question.
It will sometimes read a messy name wrong and sound completely sure about it. The assistant is instructed to mark anything doubtful [UNREADABLE] rather than guess, and to hand you the sheet and row for each one. The 5-row spot-check against the photos is still yours, and it is the step that catches a wrong-but-confident read before it reaches your records.
Whether to do this at all is the first question, not an afterthought. The prompt makes the assistant ask who signed these sheets before it looks at a photo, and tells it to stop and offer you something else if attending your program is the kind of fact that could hurt someone.
What you walk away with
A clean attendance table in your own column format, ready to paste into your spreadsheet, plus a list of anything the model couldn't read so you know exactly where to look.