100 AI agent prompts that actually worked

Every prompt below comes from a real documented use case — someone asked, it ran, here is what happened. Copy it, replace the [brackets], run. No signup, no email wall.

Life Admin & Home

When I send you a photo of a handwritten appointment, read the text and add it to my [calendar name] with the date, time, and place. When I forward a PDF by email, file it into [paperless or folder] with a sensible title and tags. Show me each calendar entry and filename before saving, and stop once everything from today's batch is filed.

Build a workflow where I message a Telegram bot like 'remind me to [task] by [day]' and it adds a task to my Todoist with the right title and due date. Use an LLM step to parse the message. Finished means a test message creates a correct task in my [Todoist project], and the bot replies to confirm what it added.

Help me assemble a document package for my [type of immigration application]. Go through my [email, cloud drive, or bank and tax portals] and collect [number] years of tax returns, bank statements, and identity and immigration documents, then organize them into one folder with an index listing each file and any missing items. Pause and ask me before logging into any account or downloading anything sensitive, and don't submit or send the package anywhere.

Find [number] open [job title] roles in [location or remote] that match my résumé, which is at [file or link]. For each one, tailor the résumé and write a short cover letter, and show me the first three before you submit any application. Once I approve, apply to the rest, schedule any calls on my calendar from [available times], and create a prep file for each interview with company notes and likely questions.

Search LinkedIn for [job title] roles in [location or remote] that match my background in [short description or resume summary]. List the first [number] matches with company and link, then wait for my approval. For each one I approve, fill in the application using my details and show me the filled form and any cover note before you click submit. Stop after the approved applications are submitted.

Audit my Home Assistant setup at [your Home Assistant URL]. Click through the dashboard and review my automations, integrations, and config for errors, unused or broken entities, and anything that could be simplified. Finish with a prioritized list of fixes, and for each one give me the exact config block to paste. Pause and show me any change before you save it in an editor.

Search [rental site, e.g. Funda or Pararius] for rentals in [city] under [max rent] with [bedrooms] bedrooms and [must-haves]. Keep a list of every listing you have already contacted so you never apply to the same ad twice. For each new match, show me the viewing request message you plan to send and wait for my approval before sending it. Stop when I have approved or skipped every current match.

Help me apply to [number, e.g. 10] [job title] jobs in [location or remote] using my resume at [file path] and the job board [site name]. For each posting, fill in the application using my resume and these details: [phone, work authorization, salary expectations]. Keep a list of each company, role, and link as you go, and stop when you've completed [number] applications. Before you submit any application, pause and show me what you're about to send so I can approve it.

I'm uploading [a recipe, HOA document, or school email]. Answer this question from it: [your question]. If it's a school email, summarize it and propose calendar entries for any dates, and show me them before adding anything to my calendar.

Connect to my Telegram so I can message you to add items to my home to-do list stored at [app, file, or API]. When I send something like 'add [chore or errand]', add it and reply with the updated list. Finished means one test item appears in the list and I can ask you to read the list back. Ask before removing any items.

Take my CV from [file path] and the job posting at [URL], then tailor my CV and write a cover letter that matches the role using only facts from my CV. Fill in the application form with my details. Pause and show me the CV, cover letter, and filled form before I approve submitting.

Open my Home Assistant config folder [path or SSH host] and help me set up per-room heating control for [list of rooms] using my [thermostat / TRV / sensor entities]. Write the automations with target temperatures and schedules of [your schedule], explain each one, and stop once they pass a config check. Show me the diff and wait for my approval before deploying anything to the live system.

Act as my personal tutor for [subject], quizzing me at [level] and explaining answers I miss. Also set up simple Discord automations for my server [server name], such as [task, e.g. daily reminder or welcome message]. Show me each automation before enabling it and confirm before it posts any message.

Open this folder: [path to your travel folder]. Search my email for new travel booking confirmations from [date range] (flights, hotels, rentals) and add each one to my calendar with the dates, times, confirmation number and address. Save the steps as a reusable script so I can rerun it later, and show me the list of events you plan to add before creating any of them.

Build me a simple local app that suggests dinners based on what's in my pantry ([list items]), my garden produce ([list items]), our diets ([diets]), the appliances we own ([appliances]), and today's weather. Make it easy for me to update the lists. Finish by running it and showing me three sample suggestions, and explain how to start it again.

Find and book a table for [number] at a [cuisine] restaurant in [city] on [date] around [time]. Check the options first and show me your top pick, and pause before submitting any reservation or sharing my details. If you can't book online, tell me what you found and the phone number rather than calling. Finish by confirming the booking details or listing what blocked you.

Scan my [Downloads folder] for leftover installer files like .exe and .msi that I no longer need, and list them with sizes and total space. Pause and ask for my approval before deleting anything. Then get me the transcript of [YouTube video URL] and save it as a text file in [folder], installing a tool if you need one and telling me what you installed.

Help me with home tasks. First, draft replies to the emails in [inbox or label] and leave them as drafts for my review. Then check prices for [event or artist] tickets on [sites], and summarize the cheapest options with seat details and links. Do not send any email or buy anything without showing me first.

Book an appointment with [provider or business] for [service] sometime during [dates and times that work for me]. Then draft a message to [my boss] about [topic, e.g. my being out for the appointment]. Pause and ask me to sign into my email when needed, and show me the appointment details and the message before booking or sending anything.

Help me contact [company] support about [issue]. Find the right support page, start a chat or form, and draft the message with my details: [account email, order number]. Pause before sending anything and show me the message, and let me sign in myself if needed. Finish when the request is submitted and I have a ticket or confirmation.

Software & DevOps

Review the [feature name] feature in this repo and list every issue you find: bugs, missing edge cases, unclear UX, and test gaps. Write each as a separate issue with a title, steps to reproduce, and suggested fix, and sort them by severity. Stop once the list is complete, and show it to me before filing anything in [issue tracker] or messaging [engineer name].

In the repo [repo URL], add an integration with [third-party API] including the endpoint, backend wiring, and config for the API key via [env var or secrets approach]. Follow the existing code style and abstractions in [folder or file] and add tests. Open a pull request listing what you changed and any assumptions, and stop there without merging.

In my repo [owner/repo], I'm going to assign you two small website changes: [change 1, e.g. tighten the spacing in the header] and [change 2]. For each one, open a separate draft pull request with a short description of what you changed and why. Don't merge anything; stop once both draft PRs are open and tell me what to review.

Look at how my agent stores memory in [path or project]. Add a simple forgetting mechanism: give each memory a last-used time and relevance score, and have a scheduled pass archive or delete low-value, stale entries. Write tests showing old unused memories get dropped while frequently used ones stay. Before deleting anything real, show me the list of what would be removed.

I want to build a simple navigation app for [platform] that does [core feature, e.g. route from A to B with turn-by-turn directions] using [map service]. Begin with the smallest working version, test it, and show me what runs before adding anything more. Stop and check with me after each milestone, and tell me before spending a large amount of credits.

Add a /help page to my app [app name or URL] that automatically generates short tutorial videos for [list of features or flows]. For each, write a scene script, record the steps with Playwright, add text-to-speech narration, and stitch the video with ffmpeg. Finish with a searchable library of the videos on the page and show me one working example before generating the rest.

In [owner/repo], implement [feature or task]. Work on a new branch named [branch-name], not main, and before pushing anything, show me the branch you'll push to and a summary of the changes. Once I approve, push and open a pull request, then stop and tell me what you pushed and where.

I'm coding [project] and need this web setup done in [service, e.g. DNS provider or cloud console]: [configuration steps]. Open the site in my logged-in browser and make the changes, then give me the values to paste into my code. Finished means the setup works and you've listed each change made. Pause before saving or deleting anything.

Connect to my Figma file via MCP for [project name] and build a working homepage from the design, matching layout, spacing, and components as closely as possible. Show me the rendered result so I can compare it to the Figma design before we call it done.

I want to port the Chrome extension [extension name] to [Safari or another browser]. Here is the source code or repo link: [paste or link]. Convert it, list any APIs that don't work in the new browser and how you handled them, and give me step-by-step instructions to build and install it locally. You're done when I can load it and the main features work; tell me before changing anything that affects my data.

Using Copilot CLI in [repo path], work on [task] in autopilot mode and keep iterating until [definition of done, e.g. all tests pass]. If the task has clearly separate parts, such as [part A] and [part B], use /fleet to split them across parallel subagents; otherwise stay with a single agent. When you finish, summarize what was done and flag anything you weren't sure about.

Monitor [Sentry project] and [log source] for errors matching [trigger conditions]. When one fires, find the likely cause in [repo list] and open a draft PR with a fix and a clear explanation. Never merge anything yourself, and post each PR link to [Slack channel].

In [repo name], implement a [page or feature, e.g. deals page] in small steps: [step 1], then [step 2], then [step 3]. Open a PR after the steps, make sure CI passes, and don't add changes outside the scope. If you're unsure how a library works, check its docs and tell me what you verified versus what you assumed.

Help me build a [number]-item framework of [mental models or other reference content] as structured files, plus a small MCP server that lets an AI look up entries by name or situation. Start with a data format, write [number] sample entries, then build the server and tests. Finished means I can query the server from my AI client and get a correct entry back. Ask before deploying anything publicly.

I have [number] hours to build an app for [cause or event, e.g. a book donation drive]. Build a working version where users can [core action, e.g. list books they want to donate and find a drop-off point], with a simple clean design. When it works, write a 60-second demo script I can record, and pause before deploying publicly.

Set up a local AI stack on my machine with [liteLLM, Postgres, Prometheus, Grafana, or tools you choose], then install [Gbrain or another MCP knowledge-graph server] so I can build a personal knowledge graph from [my notes folder]. Explain each install step before you run it and ask me before deleting or overwriting anything. Finish by showing that each service is running and giving me a test query that works.

Work & Operations

Look through my invoices folder [path], rename the files to a consistent pattern like [YYYY-MM-vendor-amount], and sort them into [folders by year or client]. Show me the planned renames before applying them. Then prepare this month's invoice for [client] from my template [file], attach it to an email draft, and pause for me to review the recipient and contents before sending.

Help with monthly bookkeeping in [Zoho Books or my accounting tool]: import the bank feed for [month], draft bills from [folder or inbox of vendor invoices], and reconcile [Stripe or payment processor] payouts against invoices. Double check tax amounts on every bill. Pause and show me a summary of the entries before posting anything, and list anything you're unsure about for my accountant to review.

Act as an automation engineer on my team. I need to automate [process, e.g. weekly report generation] using [tools you use]. Research the best approach, point me to relevant documentation, and produce a design with steps, inputs and outputs, and risks. Finish with a recommended plan I can review before building anything.

Build a scenario that runs every day at [time] and pulls tasks from my ClickUp [space or list] that are [due soon, changed, or blocked]. Format them into a clean email digest and send it to [stakeholder emails] who don't have ClickUp accounts. Send a test digest to me first and don't send it to stakeholders until I approve.

Search for [job title] roles in [location or remote] posted this week that match the attached resume and these requirements: [salary, industry, must-haves]. For each good match, prepare a tailored cover note and the filled-out application. Pause and show me each application before you submit it, and stop once you've lined up [number] applications for review.

Help me process [tax payment and garnishment cheques] for payroll from [folder or system with the source files]. For each item, check the amount and payee against [payroll register or report], prepare the cheque details or payment record, and flag anything that does not match or that you lack a way to do. A finished job is a reconciled list ready for me to review. Pause and show me everything before you submit, send or file anything.

Build a voice assistant for [dental clinic name] that answers incoming calls, books, reschedules and cancels appointments in [calendar system], checks open slots, and answers common questions about [hours, services, insurance]. Hand off to a human for [emergencies or complex cases]. Before it sends any confirmation text or email, show me a sample for approval, and finish by walking me through a test call.

Connect to my data warehouse using the read-only credentials in [config file or env var] and answer this question: [business question, e.g. weekly signups by channel for the last 90 days]. Show me the SQL you used, the result table, and a simple chart or dashboard file I can open. Before running any query that writes or modifies data, stop and ask me; otherwise you're done when I have a verified answer and the query saved in [folder].

Build me a dashboard that shows [metrics or data, e.g. open support tickets by status] from [data source, e.g. this spreadsheet or folder] and set it up so it keeps working after I reboot my computer. Then take this support case [describe the issue], document the troubleshooting steps and findings, and write up a resolution summary. Before changing any settings or sending anything to a customer, pause and show me what you're about to do.

Build a scenario that creates an invoice from my template [Google Docs or Sheets template link] whenever [trigger, such as a new row in a sheet or a completed job]. It should fill in client name, line items, amounts, invoice number and due date, then save a PDF to [folder]. Test it with one sample invoice and show it to me, and don't email it to any client until I approve.

Every weekday at [time] send me a Telegram morning briefing covering my calendar, unanswered client emails and tasks due today. Every [day] draft a short status email for each of my clients [client names] based on my recent work notes and emails, then message me each draft so I can approve it with one tap. Do not send any email until I approve it, and flag any client who hasn't replied in [number] days with a suggested follow-up.

Set up a scheduled task that runs [daily or weekly] at [time]: [describe job, such as summarize my unread email, clean up my Downloads folder, or track prices for flights from [origin] to [destination]]. Each run should produce a short report saved to [folder]. Before deleting or moving any files, list what you plan to do and wait for my approval.

Set yourself up as my personal assistant. First, triage my inbox each morning into [urgent / needs reply / FYI], then write a short daily briefing with today's calendar and a suggested plan for my time. Finish when I have a working morning briefing for [my email and calendar], and show me any reply or calendar change before you send it.

In Gmail, find newsletters and promotional emails from the last [number] days and archive them. Then star any messages that look urgent, such as [examples: invoices, deadlines, messages from my manager]. Before archiving, show me the list of senders and message counts so I can approve it. Don't delete anything or send any replies. Finish with a short summary of what you archived and starred.

Travel & Bookings

Connect to my Slack workspace and help me pick flight dates for a trip from [origin] to [destination] sometime between [date range]. Use your own computer to check fares across a few days and compare prices for trips of [number] nights. Finish by posting the three best date options with prices and links in Slack, and do not book or pay for anything without showing me the details and getting my approval.

I'm planning a ski holiday for [number] people in [month/dates] with a budget of [amount], and I want a private chef for [number] nights. Research ski resorts that fit our skill level of [level], find private chefs available in each area, and gather quotes for airport transfers and gear rental. Keep a tracker of what each provider has quoted and what info is still missing, and draft the quote request emails for me. Pause and show me each email before sending it, and stop once you've given me a comparison of the top three resort options with chef, transfer, and gear costs.

Find me a flight from [origin] to [destination] on [date] under [budget], preferring [airline or time of day]. Ask me for any personal details you need, then take me to a secure browser session to enter payment myself. Pause and show me the flight and price before the final purchase step.

Find round-trip flights for two people from [origin city] to [destination] departing [date] and returning [date], with seats together and a budget of about [amount] per person. If you hit a captcha or login, stop and tell me so I can complete it. Give me your top three options with prices, times and links, and pause for my approval before entering any passenger or payment details.

Find the best flight from [origin] to [destination] departing [date] and returning [date], with a budget of [amount] and a preference for [nonstop or cheapest]. Compare at least three options on [airline or booking site] and tell me which you recommend. Pause before entering passenger details or payment and show me exactly what you are about to submit, and never complete a purchase without my confirmation.

Book a table for [party size] at [restaurant name or type of cuisine and neighborhood] on [date] around [time]. Check availability on their booking page or reservation sites, and tell me the options you find. Pause and show me the exact reservation details before you confirm anything or enter my contact info, and stop once I have a confirmation to review.

Find [dentist name or dentists near zip] and identify their phone number and online booking options. I need a checkup for my child on weekdays only after [time], within [date range]. Draft the exact call script and list the available slots you can find, then pause and show me before you submit any booking form or contact the office.

Find and book a hotel near [airport] for the night of [date] for [number] guests, under [budget] per night, with free cancellation and a good rating of at least [score]. Compare at least three options on [booking site] and recommend one with reasons. Stop at the payment screen and show me the room, total price and cancellation terms, and wait for me to confirm and enter payment details.

Go to [hotel website or booking engine URL] and go through the booking flow for a [room type] from [check-in date] to [check-out date] for [number] guests. Stop at the payment details page and show me the room, price, and cancellation terms. Don't enter any payment information or submit the booking.

Open a browser and search for flights from [origin city] to [destination city] on [date], and compare the [number] cheapest and the [number] fastest options in a short list with airline, times and price. Stop at the passenger details page without entering anything. Show me your top pick and wait for my go-ahead before filling in any details, paying or submitting anything.

Book a table for [number] people at [restaurant name] on [date] at [time]. If it isn't available through OpenTable, tell me and suggest [cuisine] restaurants nearby that are. Before you confirm any reservation, read the details back to me and wait for my yes.

Using Claude in Chrome, search for and fill in booking details for [number] flights and [number] hotels for my trip to [destination, dates, traveler names], selecting seats and room preferences as specified. Stop and show me the full itinerary and total cost before submitting any payment.

Find a [cuisine] restaurant in [city] with a table for [number] on [day] at [time], and go through the booking up to the final confirm step. Then open my Gmail and fill in a draft email to [person] about rescheduling to [new time]. Pause before confirming the reservation and before sending the email, and show me what each says.

Sales, Marketing & Support

Find the top [number] competitors of [my brand and what it sells], look at their current ads on [Meta Ad Library, Google, or TikTok], and summarize their messaging, offers, and visual styles. Then create [number] new ad concepts in my brand style ([colors, tone, logo notes]) and put everything into a shareable report. You're done when the report has the competitor analysis and the ad creatives with short reasoning for each.

Build a phone-answering assistant for my business, [business name and type]. It should greet callers, answer questions about [hours, services, pricing], take messages, and log each call in [CRM or spreadsheet]. It should screen out spam and transfer real customers to [staff name and number]. Before it goes live, show me a sample call flow and wait for my approval.

Build a support agent that reads new tickets in [Zendesk or help desk] and answers common questions about [product] using [help center URL or doc folder]. It should reply only when it's confident, and hand off anything about [billing, refunds, complaints] to a human with a summary. Run it in draft mode first so I can review replies before it sends any.

Build an n8n workflow that checks Google reviews for [type of local business, e.g. dentists in my city] every day and flags any business that just got a review of [1 or 2 stars]. For each one, have an AI step summarize the complaint and draft a short call script offering [my damage-control tool or service], then email me the business name, phone number, review text and script. Test it on a few businesses and show me the results; do not contact any business yourself.

Build an agent for my rental listings at [property or company]. When a renter asks a question via [email/form/chat], answer it using [pricing, pet policy, amenities doc], and offer tour times from [calendar]. Escalate anything it can't answer to me. Before booking a tour or sending a reply, pause and show me for approval during testing. You're done when I've run three test inquiries.

Help me build an after-hours receptionist workflow for [my business type]. It should answer calls or messages outside [business hours], collect the caller's name, phone number and reason for calling, answer these common questions: [list of FAQs], and offer next-day appointment slots from [my calendar]. Flag callers who sound frustrated for my follow-up. Before it books anything or sends any message, pause and show me what it is about to do. You're done when I've tested it with a sample call and seen the booking and flag work.

Build me an assistant that answers inbound calls for my [type of home-service business, e.g. plumbing]. It should greet callers, collect their name, phone number, address, and what they need, and ask whether it's urgent. After each call, text me a short summary with those details. Show me a sample call and text for approval before connecting it to my real phone number.

Create a Zapier Agent as a Slackbot in [channel] that answers questions from our [sales reps] using [knowledge sources, e.g. Google Drive docs, CRM fields]. If it can't find an answer in those sources, it should say so rather than guess and tag [person]. Test it with 5 real questions I give you and show me the answers before enabling it for the team.

Build a customer support workflow for [my business] that answers questions about products and pricing from this info: [paste product and price list or FAQ link]. It should handle follow-up questions, share payment details [payment instructions] when a customer is ready, and notify [admin contact] when someone sends proof of payment. If it can't answer or the customer asks for a person, hand off to a human with the conversation attached. Test it with five sample questions and show me the results before connecting it to real customers.

Audit the email automations in my [Klaviyo] account for [my store name]. Find duplicate or conflicting flows, rebuild the key templates (welcome, abandoned cart, post-purchase) in my brand style, and make sure sales tracking is turned on. Pause and show me what you are about to do before publishing anything live or spending money. Finish with a summary of what you changed.

Set up an assistant for my rental property at [address or portfolio]. It should answer common tenant and prospect questions using these details: [rent, pet policy, lease terms, application steps, maintenance process], and draft replies for me when a question falls outside them. Anything about legal issues, disputes or exceptions should be flagged to me instead of answered, and do not send any message until I have approved the first [number] drafts.

When a customer emails [support address] asking about an order, look up the order in [Shopify store] by email or order number and draft a reply with the real status and tracking details. For simple status questions, reply following my policy: [policy]. For refunds, cancellations, or anything unclear, pause and send me the draft for approval before acting. You're done when each new email has a reply sent or is queued for my review.

Games & Simulations

I have the source for my remake of [classic game] in [project path]. Add an expansion scenario based on [historical battle, e.g. the Battle of Alesia] using this research brief: [paste notes]. Implement the map, units, and win conditions, then let me playtest and iterate on my feedback until I say it's done. Keep changes on a separate branch.

I have a game collection app called [app name] with [current number] games. Add [number] new kid-friendly mini-games for ages [age range]: no ads, no in-app purchases, no violence, and no external links. Build them one at a time, test that each one loads and plays, and stop when they are all in the collection and listed on the home screen with a short description.

Help me build a browser-based [game genre] game called [game name] in [HTML/JS or framework]. Start with [first system, e.g. map generation, combat engine, or fog of war], write it in small testable pieces, and run it so I can try it. Stop when I can open it in a browser and play a basic round, then list what to build next.

Build a chess game where I play against a language model through [API or model name]. It should show the board, enforce legal moves, and call the model for its replies. You're done when I can play a full game from start to checkmate. Tell me if you get stuck instead of looping, and describe what's left unfinished.

Build me a 3D browser game using Three.js where [describe gameplay, e.g. I fly a spaceship through an asteroid field]. Get a playable core loop with controls, a score and a restart option working first, then improve visuals. You're done when I can play it in the preview from start to game over, with no local setup needed.

Build a browser-based [racing] game in [folder] with [number] racers, [number] maps, and [power-ups or items]. Then play-test it yourself, fix any bugs or balance problems you find, and write a short QA report. You are done when the game runs with one command and you have listed how to start it and what you fixed.

Build a working [game type, e.g. match-3 puzzle] web game with [features, e.g. score, levels, animations, a restart button] and give me a shareable link. Keep it to one page and make it playable on mobile. You're done when the game runs without errors and I can open it from the link.

Money, Bills & Benefits

I have exported my bank transactions to [file path, CSV]. Categorize the spending, show monthly totals by category, flag subscriptions and unusual charges, and suggest [number] realistic ways to save toward [goal]. Finish with a one-page summary and a cleaned spreadsheet, and do not change or delete my original files.

My travel insurance claim for [trip and incident] was denied for this reason: [denial reason]. Here are my policy terms and the denial letter: [paste or attach]. Identify which policy clauses support me, list the evidence I should gather, and draft an appeal letter that I can review before I send it.

Help me plan and build a self-hosted bookkeeping app for my [freelance/small business] that replaces [current paid software]. It should collect receipts, categorize expenses, and export a clean package for my accountant in [format]. Start by asking me about my needs, propose a simple stack I can run at home, then give me the code step by step. You're done when I can upload a receipt and export a monthly report.

I want to cancel my [Adobe Creative Cloud or other subscription] plan, which is [monthly / annual billed monthly / annual prepaid] and renewed on [date]. Write a short message for the company's support chat asking for the earliest date I can cancel without penalty, any fees that would apply, and when my access would end. Also give me two follow-up replies in case they offer a discount or say a fee applies, so I can decline politely, and remind me to get the cancellation terms in writing before I confirm.

Here are my recent transactions from [card 1, card 2, card 3] for the last [number] months: [paste or attach the data]. Check whether I used the best card for [dining, Amazon, travel], flag charges that went on the wrong card, and list any card benefits or credits I haven't used, based on [the benefits of each card]. Finish with a short ranked list of the changes that would save me the most money.

Scan my connected [email and accounts] for receipts and renewal emails from the past [12] months for AI tools and software subscriptions. Give me a table with service, price, billing frequency, next renewal date, and flag any that overlap in function. Note which accounts you could not check, and do not cancel or change anything.

I'm preparing my taxes for [year] in [country]. Below are my draft figures, and I've attached my receipts and bank statements. Compare them line by line, list any discrepancies, missing receipts, or deductions that look questionable, and say how confident you are in each flag. Finish with a short summary table, and note that I'll check everything myself before filing.\
\
[paste figures]

Content & Creative

Using my YouTube analytics for [channel name], compare the click-through rate of my top [10] videos' thumbnails against my channel average. Tell me what the best ones have in common, then suggest [5] new thumbnail ideas for upcoming videos on [topic]. You're finished when I have a short comparison table and written descriptions of each idea.

Build a [number]-slide PowerPoint deck on [topic, e.g. quarterly cloud review] for [audience]. Include [key sections or data], simple diagrams where they help, and speaker-friendly titles. Save it as a .pptx in my Downloads folder and tell me when it's done, without sharing or emailing it.

Help me set up a LinkedIn content workflow for [topic or product]. Look at the top posts in my niche, suggest [number] post ideas for the week, and draft each one in my voice: [describe tone]. Show me the drafts and wait for my approval before posting or scheduling anything.

Set up a Make scenario with two parts. First, every day at [time], use Gemini to come up with a video idea about [topic], write a title and description, and put them in [Google Sheet or Doc] for my review. Second, when someone submits my Google Form [form name], add them to [CRM or sheet] and draft a follow-up email. Pause and show me the draft video details and follow-up emails before anything is published or sent.

I have a piano recording at [path to MP3 file]. Install whatever you need (such as ffmpeg and librosa), then analyze it and write me a report covering the BPM, the song structure with approximate timestamps for each section, and separated stems if possible. Save the report as [report filename] in the same folder and tell me when it's finished and where the output files are.

Research [topic, e.g. generative AI trends in 2025] and build a [number, e.g. 16]-slide consultancy-style deck in [UK or US] English. Start with an outline for me to see, use credible cited sources, and put the sources on the final slide. Finish with an exported deck and a note on any claims you are less sure about.

Research & Knowledge

I have [number] log entries in [file or database path] that I want analyzed overnight. Using [tool, e.g. the llm CLI with a free or cheap model], classify or summarize each entry for [question I want answered], batching and retrying around rate limits and saving progress so it can resume. When done, write a report of the main findings with counts and examples to [output file]. Don't delete or modify the original logs.

Set up a weekly automation that searches arXiv for new papers matching [keywords or topics], logs them to a CSV with title, authors, date, link, and one-line summary, and sorts each into keep, skim, or drop based on [my research interests]. Stop when the CSV is updated and give me the keep list. Don't delete past entries.

For each of these [type of organization, e.g. independent schools] in [region], collect [data points, e.g. tuition, endowment, revenue] from their public websites and filings: [list or source]. Put results in a spreadsheet with a source link per row and mark any missing values. Start with the first [25] and stop there so I can check quality before you continue.

Shopping & Errands

Track the price of [product name or Amazon link] and alert me when it falls to [target price] or lower. Don't buy it automatically. Pause and show me the product, price, seller, and payment method, and wait for my approval first. Tell me the current price and confirm the alert is set.

Find [number] [gyms or services] near [location], compare their membership prices, contract terms and fees in a table, and recommend one. Then start booking a tour at [chosen place] for [day and time]. Pause and show me the form details before submitting anything.

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