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Agents & Automation AI

Brief an AI agent so it does the whole task, stays in scope, and asks before anything risky. 91 exercises, about 5 minutes each.

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• Brief a coding agent to fix a flaky test without overreachingSoftware developers · Setting limits and rulesPremium
• Brief a coding agent to update dependencies safelySoftware developers · Setting limits and rulesPremium
• Brief a quoting agent to stay inside your discount authoritySales and customer success · Setting limits and rulesPremium
• Brief a research agent to compare tools against your must-havesManagers and team leads · Keeping the AI to your sourcesPremium
• Brief a research agent to prep you for a sales callSales and customer success · Catching mistakes and made-up factsPremium
• Brief a research assistant to shortlist sources you can trustCollege students · Catching mistakes and made-up factsPremium
• Brief a support agent to answer order questions without guessingCustomer support teams · Keeping the AI to your sourcesPremium
• Brief a support agent to handle cancellations by the rulesCustomer support teams · Setting limits and rulesPremium
• Brief a support agent to work a ticket queue within refund limitsCustomer support teams · Setting limits and rulesPremium
• Brief an ads agent to pause waste without raising budgetsMarketing and content · Setting limits and rulesPremium
• Brief an agent to act on survey scores by your rulesCustomer support teams · Showing an example of what you wantPremium
• Brief an agent to assemble a clean shift handoff noteCustomer support teams · Asking for a format you can usePremium
• Brief an agent to build a daily job alert that never appliesJob seekers · Setting limits and rulesPremium
• Brief an agent to build a follow-up automation with stop rulesSales and customer success · Setting limits and rulesPremium
• Brief an agent to build a weekly status report automationManagers and team leads · Setting limits and rulesPremium
• Brief an agent to enter invoices with the right codes and datesFinance and accounting · Asking for a format you can usePremium
• Brief an agent to flag unused software without cancelling itFinance and accounting · Setting limits and rulesPremium
• Brief an agent to import trade show leads cleanlySales and customer success · Setting limits and rulesPremium
• Brief an agent to manage feature rollouts with guardrailsProduct managers · Setting limits and rulesPremium
• Brief an agent to prepare a payment batch without releasing itFinance and accounting · Setting limits and rulesPremium
• Brief an agent to propose branch cleanup instead of deletingSoftware developers · Setting limits and rulesPremium
• Brief an agent to recruit the right users for interviewsProduct managers · Giving the right contextPremium
• Brief an agent to route inbound leads by territory rulesSales and customer success · Showing an example of what you wantPremium
• Brief an agent to route tickets by your team's rulesCustomer support teams · Showing an example of what you wantPremium
• Brief an agent to run a risky migration on staging onlySoftware developers · Setting limits and rulesPremium
• Brief an agent to run month-end close steps without postingFinance and accounting · Setting limits and rulesPremium
• Brief an agent to tag customer feedback to fixed themesProduct managers · Asking for a format you can usePremium
• Brief an agent to triage bugs with your priority rulesProduct managers · Showing an example of what you wantPremium
• Brief an agent to turn a spec into clean ticketsProduct managers · Asking for a format you can usePremium
• Brief an agent to update deal stages only on real evidenceSales and customer success · Keeping the AI to your sourcesPremium
• Brief an AP agent to match bills before approving themFinance and accounting · Catching mistakes and made-up factsPremium
• Brief an assistant to answer catering requests with real quotesSmall business owners · Setting limits and rulesPremium
• Brief an assistant to answer shop DMs without oversharingSmall business owners · Keeping the AI to your sourcesPremium
• Brief an assistant to approve time off only when it's safeHR and recruiting · Setting limits and rulesPremium
• Brief an assistant to archive old files without deleting anythingOffice and admin · Setting limits and rulesPremium
• Brief an assistant to assemble a newsletter and stop at a testMarketing and content · Asking for a format you can usePremium
• Brief an assistant to assemble a review packet you can trustManagers and team leads · Keeping the AI to your sourcesPremium
• Brief an assistant to assign group project tasks fairlyCollege students · Giving the right contextPremium
• Brief an assistant to book 1:1s around a tricky calendarManagers and team leads · Giving the right contextPremium
• Brief an assistant to book podcast guests around your rulesFreelancers and creators · Giving the right contextPremium
• Brief an assistant to build a supply order within budgetSmall business owners · Setting limits and rulesPremium
• Brief an assistant to build tracking links to your naming rulesMarketing and content · Asking for a format you can usePremium
• Brief an assistant to chase interview feedback discreetlyHR and recruiting · Setting limits and rulesPremium
• Brief an assistant to chase only the right overdue invoicesFreelancers and creators · Giving the right contextPremium
• Brief an assistant to clean a CRM export without guessingSales and customer success · Keeping the AI to your sourcesPremium
• Brief an assistant to compare catering quotes for a team lunchOffice and admin · Setting limits and rulesPremium
• Brief an assistant to compare day camps that fit your workdayParents and households · Setting limits and rulesPremium
• Brief an assistant to compare textbook buyback offersCollege students · Setting limits and rulesPremium
• Brief an assistant to compare two job offers with real mathJob seekers · Setting limits and rulesPremium
• Brief an assistant to compare vacation rentals for your familyParents and households · Setting limits and rulesPremium
• Brief an assistant to draft career fair follow-upsJob seekers · Saying who it's forPremium
• Brief an assistant to draft honest questions to professorsCollege students · Saying who it's forPremium
• Brief an assistant to draft job posts within a posting budgetHR and recruiting · Setting limits and rulesPremium
• Brief an assistant to draft kind rejections without reasonsHR and recruiting · Getting the tone rightPremium
• Brief an assistant to draft reference requests the right wayJob seekers · Giving the right contextPremium
• Brief an assistant to draft review replies without promisesSmall business owners · Getting the tone rightPremium
• Brief an assistant to enter receipts without fudging the numbersFinance and accounting · Giving the right contextPremium
• Brief an assistant to fill a camp form without guessingParents and households · Giving the right contextPremium
• Brief an assistant to fill a grocery cart safely and cheaplyParents and households · Giving the right contextPremium
• Brief an assistant to fill a job application honestlyJob seekers · Keeping the AI to your sourcesPremium
• Brief an assistant to fill visitor badge requests correctlyOffice and admin · Keeping the AI to your sourcesPremium
• Brief an assistant to handle recruiter emails safelyJob seekers · Setting limits and rulesPremium
• Brief an assistant to log party RSVPs and allergiesParents and households · Asking for a format you can usePremium
• Brief an assistant to pick creators within budget and draft outreachMarketing and content · Setting limits and rulesPremium
• Brief an assistant to plan study blocks around your weekCollege students · Setting limits and rulesPremium
• Brief an assistant to plan team travel within policyOffice and admin · Setting limits and rulesPremium
• Brief an assistant to process supplier price changes safelySmall business owners · Setting limits and rulesPremium
• Brief an assistant to put approved time off on the team calendarManagers and team leads · Keeping the AI to your sourcesPremium
• Brief an assistant to reassign appointments on a sick daySmall business owners · Setting limits and rulesPremium
• Brief an assistant to run a contractor's onboarding checklistHR and recruiting · Giving the right contextPremium
• Brief an assistant to schedule holiday posts without slip-upsMarketing and content · Giving the right contextPremium
• Brief an assistant to segment webinar sign-ups for follow-upMarketing and content · Setting limits and rulesPremium
• Brief an assistant to set a carpool schedule with a booster ruleParents and households · Setting limits and rulesPremium
• Brief an assistant to set reminders for the right internshipsCollege students · Giving the right contextPremium
• Brief an assistant to set up a new client without sending anythingFreelancers and creators · Setting limits and rulesPremium
• Brief an assistant to shop for your dorm within the rulesCollege students · Setting limits and rulesPremium
• Brief an assistant to shortlist an offsite venue that fitsManagers and team leads · Giving the right contextPremium
• Brief an assistant to triage your inbox without sending anythingOffice and admin · Setting limits and rulesPremium
• Brief an assistant to turn a blog post into scheduled social postsMarketing and content · Keeping the AI to your sourcesPremium
• Brief an assistant to turn a time log into a draft invoiceFreelancers and creators · Keeping the AI to your sourcesPremium
• Brief an assistant to turn meeting notes into owned tasksOffice and admin · Keeping the AI to your sourcesPremium
• Brief an assistant to turn school emails into calendar entriesParents and households · Giving the right contextPremium
• Brief an assistant to update a mailing list without losing anyoneOffice and admin · Keeping the AI to your sourcesPremium
• Brief an assistant to update your job tracker from new emailsJob seekers · Setting limits and rulesPremium
• Brief an assistant to update your portfolio without publishingFreelancers and creators · Setting limits and rulesPremium
• Brief an assistant to use only images you're allowed to useFreelancers and creators · Catching mistakes and made-up factsPremium
• Brief an on-call agent to follow the runbook, not improviseSoftware developers · Setting limits and rulesPremium
• Write custom GPT instructions for a release-notes helperProduct managers · Setting limits and rulesPremium
• Write custom GPT instructions for an employee benefits helperHR and recruiting · Keeping the AI to your sourcesPremium
• Write custom GPT instructions that answer only from your help centerCustomer support teams · Keeping the AI to your sourcesPremium
• Write instructions for a GitHub issue triage botSoftware developers · Showing an example of what you wantPremium