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Everyday AI
Monday scramble to Sunday plan.
You stay the editor. The model drafts. You decide.
$7.99 · 20 pages
Beginner shelf · shop-floor prompts · owner stays editor
CONTENTS
Read pages 3 through 6. Then copy one cream box.
THE IDEA
Nadia knows which flour delivery is late, which regular needs a call, and whether the till balanced. A chat knows none of that unless she tells it.
Use Role, Task, Details, and Format to request an email, sign, checklist, or caption.
Check every price, date, product, promise, customer detail, and policy.
The model cannot approve a discount, hire someone, or decide what a customer was promised.
Owner rule: If the model was not there, its confident sentence is still only a draft.
WHAT THE LABS FOUND
1 OpenAI says about three-quarters of chats concern practical guidance, information, or writing. Writing is the most common work task.
2 Writing is about 40% of work messages; about two-thirds of those messages request edits to supplied text.
3 OpenAI found occupational crossover in 43.5% of non-generic occupation-specific messages, with more crossover in smaller workplaces. This does not prove higher profit.
4 Anthropic’s Fluency Index found a correlation between iteration and more clarification and evaluation behaviors. It does not establish causation.
5 Google recommends objective, persona, context, constraints, and response format. Clear structure does not guarantee truth.
BEFORE YOU PASTE
Omar knows the repair service, but he has not checked the price or every part. “Make me a promotion” invites the draft to fill those holes.
What I know: checked facts.
What is missing: numbers, dates, stock, names, or approval.
What I can promise: only what the business can deliver.
What this draft must do: one job for one reader.
Use blanks such as [confirmed price]. Do not paste passwords, card numbers, IDs, medical information, or full staff records.
Before use: Is it true? Is it ours to promise? Is it ready for this person?
HOW TO USE THIS
Sora has an overdue email and nine tabs. She needs a checked first draft, not a new system.
Hard nos: Do not treat this as legal, accounting, tax, lending, HR, or safety advice. Do not paste unnecessary private data.
Then do this: If the thread keeps inventing, start a fresh chat with cleaner facts.
MONDAY BEFORE OPENING
Nadia unlocks at 6:40. The old board is up, three messages wait, and flour must be ordered by nine.
COPY THIS
Role: Calm shop-floor planning assistant.
Task: Build my first-90-minutes plan.
Details: Shop [bakery; two people]. Open in [20 minutes]. Mess [list]. Must move [list]. Can wait [list].
Format: Three timed moves; wait list; two-sentence holding message. Ask if urgency is unclear.
Hard nos: No invented deadline, sale, customer promise, staff problem, or urgency.
Failure mode: It may call the loudest message urgent without evidence.
Then do this: Read all three messages and confirm the real deadline. If crowded: “Three moves only. No business advice.”
THE EMPTY WINDOW
Omar wants a cracked-screen message, but parts vary by phone.
COPY THIS
Role: Plain-spoken local marketing drafter.
Task: Draft a window offer and customer text.
Details: Service [repair]. Promise [same day only if part is in stock]. Audience [local commuters]. Price [checked figure or blank].
Format: Headline under 12 words; paragraph under 40; text under 50; two alternates.
Hard nos: No invented discount, price, scarcity, availability, warranty, review, or brand claim.
Failure mode: It may turn conditional availability into a guarantee.
Then do this: Circle every promise and check stock and turnaround. If glossy: “Shorter. Counter voice. No slogan.”
THE EMAIL YOU OWE
Sora owes a wedding client an answer. The count and color changed; the total is not calculated.
COPY THIS
Role: Warm, direct florist.
Task: Confirm the request and state my next step.
Details: Customer [first name]. Changes [facts]. Event [checked date]. Confirmed [facts]. Still calculating [item]. Update due [real time].
Format: Subject plus email under 130 words; missing figures in brackets; one next step.
Hard nos: No invented refund, discount, policy, price, date, or approval.
Failure mode: It may imply that a change or refund is approved.
Then do this: Compare every commitment with the order and calendar. For stiffness: “A note from the shop, not a help desk.”
HOW WE ACTUALLY DO IT
Amina’s niece covers Saturday. The hem process still lives in Amina’s memory.
COPY THIS
Role: Procedure editor for a tailor shop.
Task: Turn my notes into a pants-hemming intake SOP.
Details: User [experience]. Tools [list]. Exact steps [paste]. Ticket fields [list]. Call me when [conditions].
Format: Title; when to use; 6–8 steps; STOP/CALL box; customer close.
Hard nos: No invented tools, measurements, methods, prices, safety claims, or authority.
Failure mode: A plausible SOP may omit the shop-specific stop condition.
Then do this: Walk through it with the tools and intended user. Revise what they cannot follow.
SATURDAY HELP WANTED
Ren needs Saturday help. He wants a clear notice and consistent, job-related questions.
COPY THIS
Role: Hiring-document drafter, not lawyer or decision-maker.
Task: Draft a vacancy notice and structured questions.
Details: Shop [location]. Hours [checked]. Duties [accurate]. Pay [real amount/range]. Jurisdiction [place].
Format: Notice under 100 words; six questions; first-shift checklist; legal-review flags.
Hard nos: No invented benefits, legal rules, protected-trait questions, scores, rankings, or recommendation.
Failure mode: It may create discriminatory wording or unlawful screening.
Then do this: Check local rules. Ask candidates the same core questions. Ren makes the decision.
THE SHOEBOX OF RECEIPTS
Lila has receipts and an old spreadsheet. A tidy table can still contain changed numbers.
COPY THIS
Role: Record sorter, not accountant or tax adviser.
Task: Organize transcribed receipts and list questions.
Details: Entries [date | supplier | description | amount | status]. Missing items [list]. Concern [invoice and due date if known].
Format: Exact-entry table; missing list; five questions; neutral supplier note.
Hard nos: Do not alter figures, infer tax treatment, invent invoices, or call a bill late without a due date.
Failure mode: It may normalize dates, merge receipts, or total incomplete data.
Then do this: Tick each row against the original and recalculate in the proper bookkeeping system.
THURSDAY IS QUIET
Hassan has extra bananas and slow citrus. He cannot buy new packaging for an imaginary campaign.
COPY THIS
Role: Practical sales-idea drafter for a market stall.
Task: Suggest honest ways to present current stock.
Details: Stock [quantities]. Regulars [known facts]. Existing offer [real bundle]. Prices/margin [checked or blank]. Materials [list].
Format: Five ideas, each with customer sentence, materials, price blank, and margin check. Star two needing no purchase.
Hard nos: No invented demand, health claim, scarcity, stock, price, crowd, or profit.
Failure mode: A bundle may sell while losing money.
Then do this: Cost one idea with real figures. Try one line and record what happened.
SOMEONE LEFT A REVIEW
Yara’s reviewer mentioned the kids’ corner and tea. The reply must stay warm without revealing private context.
COPY THIS
Role: Bookshop owner drafting a human reply.
Task: Reply to the real review and draft a general review request.
Details: Public text [paste]. True mentionable details [list]. Voice [warm, restrained]. Request location [place].
Format: Reply under 70 words; request under 14. Acknowledge a mixed review without assuming facts.
Hard nos: No invented visit, private purchase detail, child identification, reward, argument, or unapproved promise.
Failure mode: Personalization may expose that the owner recognizes the reviewer.
Then do this: Read it as public window copy. Remove private context.
TWELVE MINUTES AND A PHOTO
Gio photographed a repaired steel frame. The picture does not prove the bike’s entire condition.
COPY THIS
Role: Caption editor in a bike-shop owner’s voice.
Task: Make three captions from one photo and checked repair notes.
Details: Photo shows [facts]. Work [job-card facts]. Customer description allowed [anonymous]. Voice sample [paste].
Format: Short, medium, and question-led options; five hashtags maximum; label unsupported lines.
Hard nos: No before/after invention, safety guarantee, result, quote, sale, name, or hidden-damage claim.
Failure mode: Completed work may become an unsupported safety guarantee.
Then do this: Check the job card and permission. If shiny: “Cut adjectives. Talk like I am holding the bike.”
SUNDAY NIGHT ON ONE PAGE
Fatima has three jobs, two pickups, and conflicting records. A neat schedule can hide the conflict.
COPY THIS
Role: Weekly planning editor for a two-person print shop.
Task: Arrange notes without resolving conflicts by guessing.
Details: Open days [days]. Availability [facts]. Jobs [due date/status/owner]. Pickups [list]. Orders [list]. Equipment observation [exact words]. Notes [paste first].
Format: Conflicts first; seven-day table with one cannot-slip item; parking list.
Hard nos: No invented capacity, staff assignment, moved deadline, or equipment-safety claim.
Failure mode: It may silently choose one of two dates.
Then do this: Resolve conflicts from source records and inspect equipment properly. Regenerate only then.
WEEK PLAN
Do not turn the booklet into another backlog. Pick one live mess.
Hard no: Do not count generated options as completed work.
Then do this: Keep the source email, order, receipt, policy, calendar, or job card beside the draft.
STUCK
The first draft may be smooth and wrong. Use one direct repair.
Invented facts: “Use only supplied facts. Put missing facts in brackets.”
Chain-store voice: “Use my sample. Short sentences. No slogans.”
Changed numbers: “Reproduce entries exactly. Do not merge or correct.”
Conflicting dates: “List both dates. Ask which source controls.”
Too long: “Keep the format. Cut explanation and alternatives.”
Hard no: Do not ask the model to verify its own claim and treat “yes” as evidence.
Then do this: Check the governing source. If the thread is contaminated, start a clean one.
YOU KNOW THE SHOP
Nadia may keep the opening plan. Amina may tape up the tested SOP. Gio may save the caption structure.
The model did not hear the customer, inspect the repair, count stock, read the private contract, or stand through the rush.
Hard no: A saved draft is not a permanent business policy.
Then do this: Remove old customer details before reuse and update every fact.
SOURCES
OpenAI, “How people are using ChatGPT,” 15 September 2025.
https://openai.com/index/how-people-are-using-chatgpt/
OpenAI, “How AI is expanding what people do at work,” 27 July 2026.
https://openai.com/index/how-ai-is-expanding-what-people-do-at-work/
Anthropic, “The AI Fluency Index.”
https://academy.claude.com/tutorials/the-ai-fluency-index
Google Cloud, “Prompt design strategies.”
https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/prompts/prompt-design-strategies
These sources describe measured patterns and prompt guidance. They do not guarantee correctness, sales, profit, or time savings for a particular business.