Browse all 5,900 AI prompts
Every prompt in the library, grouped by category. Each title opens its own page: what the prompt does, its opening lines, and the full text where it is open to you — the label beside a title says whether it is free to read, free with an account, or in a pack. Looking for skills? Browse the 1,040 skills. Page 36 of 59.
Software Engineering
- Azure Monitoring and Alerting Design for a WorkloadIn a packDesigns monitoring for an Azure workload — metrics, logs, application telemetry, dashboards, actionable alerts…
- From Notebook to Production — Handover of a Python AnalysisIn a packTurns a working notebook analysis into maintainable code — modules, configuration, tests, dependency pinning, …
- Cloud Run Service With Least-Privilege IAM and Keyless CI DeploysIn a packDesigns a production Cloud Run service — dedicated service account, minimal roles, Secret Manager, Workload Id…
- BigQuery Cost Control, Partitioning and Query ReviewIn a packCuts BigQuery spend and speeds queries — finding the most expensive jobs, partitioning and clustering tables, …
- Pub/Sub Event Pipeline With Dead-Letter Topics and Idempotent ConsumersIn a packBuilds an event-driven pipeline on Pub/Sub — topic and subscription design, push versus pull, ordering keys, r…
- Google Cloud Organisation Landing Zone and Org PoliciesIn a packDesigns a Google Cloud landing zone — resource hierarchy of folders and projects, org policy constraints, shar…
- Google Cloud Billing Export Cost Analysis and Savings PlanIn a packAnalyses Google Cloud spend from the BigQuery billing export — cost by service, project, label and SKU, idle r…
- Office or Campus IP Addressing, VLAN and Subnet PlanIn a packDesigns IP addressing and segmentation for an office or campus — VLANs by function and trust level, subnet siz…
- Network Change Method of Procedure With Pre-Checks and RollbackIn a packWrites a method of procedure for a risky network change — routing changes, BGP peering, core switch upgrades, …
- Enterprise Wi-Fi Design Brief and Capacity PlanIn a packWrites the brief and capacity plan for an office, school, warehouse or venue Wi-Fi design — coverage and capac…
- Network Automation With a Source of Truth and Config BackupsIn a packStarts network automation safely — a source of truth for devices and addressing, automated configuration backu…
- RTOS Task Design, Priorities and Timing AnalysisIn a packDesigns the task structure of RTOS firmware — tasks versus interrupts, priorities, stack sizes, queues and sem…
- Battery-Powered Device Low-Power Budget and Firmware PlanIn a packCalculates battery life for an IoT or wearable device from a current profile — sleep, sensing, processing, rad…
- Secure Over-the-Air Firmware Update Design With RollbackIn a packDesigns over-the-air firmware updates for a device fleet — signed images, secure boot chain, A/B or swap parti…
- IoT Fleet Provisioning, Device Identity and MQTT Topic DesignIn a packDesigns how a fleet of IoT devices gets its identity and talks to the cloud — factory provisioning with per-de…
- ERP Functional Specification for a Report, Interface or ExtensionIn a packWrites a functional specification for an ERP development object — report, interface, conversion, enhancement, …
- Java Virtual Threads Adoption and Concurrency ReviewIn a packPlans adopting Java virtual threads in a Spring Boot or plain Java service — where they help, pinning from syn…
- Spring Boot 2 to 3 Migration Plan — Jakarta, Security and Hibernate ChangesIn a packPlans migrating a Spring Boot 2.x application to 3.x — Java baseline, javax to jakarta namespace, Spring Secur…
- Spring Boot Testing Strategy With Slice Tests and TestcontainersIn a packDesigns a fast, trustworthy Spring Boot test suite — unit tests, @WebMvcTest and @DataJpaTest slices, Testcont…
- ASP.NET Core API Design — Validation, ProblemDetails, Versioning and Authorisation PoliciesIn a packDesigns or reviews an ASP.NET Core Web API — minimal APIs or controllers, request validation, ProblemDetails e…
- .NET Framework to Modern .NET Migration PlanIn a packPlans moving a .NET Framework application to modern .NET — inventory and portability analysis, project file co…
- .NET Background Jobs, Resilience Pipelines and the Outbox PatternIn a packBuilds reliable background processing in .NET — hosted services and channels, retries, circuit breakers and ti…
- .NET Observability With OpenTelemetry, Structured Logging and Health ChecksIn a packSets up observability for .NET services — OpenTelemetry traces, metrics and logs, high-performance structured …
- Laravel Application Architecture — Thin Controllers, Form Requests, Policies and ActionsIn a packRestructures a growing Laravel codebase — form requests for validation, policies for authorisation, action or …
- Laravel Queues and Horizon — Idempotent Jobs, Retries and Failure HandlingIn a packMakes Laravel queue processing reliable — job design for idempotency, retries and backoff, timeouts versus ret…
- Legacy PHP Modernisation With PHPStan, Rector and a Laravel Upgrade PathIn a packModernises an old PHP or Laravel codebase — PHP version upgrade, static analysis levels with a baseline, autom…
- Laravel Testing Strategy With Pest, Factories and FakesIn a packBuilds a Laravel test suite that developers trust — feature tests for HTTP flows, factories and states, fakes …
- Rails Background Jobs Reliability — Active Job, Sidekiq or Solid QueueIn a packMakes Rails background jobs reliable — idempotent job design, retries and dead jobs, uniqueness, scheduling, q…
- Rails Major Version Upgrade Plan With Dual Boot and Deprecation CleanupIn a packPlans upgrading Rails one major version at a time — Ruby compatibility, gem audit, dual booting, fixing deprec…
Data Analysis & SQL
- Pandas Data Cleaning Pipeline With Validation ChecksIn a packBuilds a reusable pandas cleaning pipeline — types, missing values, duplicates, outliers, category standardisa…
- Exploratory Data Analysis — Notebook Structure and Findings StoryIn a packStructures an exploratory analysis from question to findings — data understanding, distributions, relationship…
- A/B Test Analysis in Python — Statistics Done RightIn a packAnalyses an A/B test properly — sample ratio checks, primary metric test, confidence intervals, power, multipl…
- Time Series Forecast in Python — Baselines FirstIn a packBuilds a forecast properly — time-aware splits, naive and seasonal baselines, a statistical or ML model, backt…
- Customer Segmentation With Clustering — Built to Be UsedIn a packBuilds a customer segmentation that marketing and product teams will actually use — feature choice, scaling, c…
Health & Care Professionals
- Optician Recall and Appointment Reminder ProgrammeIn a packDesigns an eye test recall system — intervals set by the clinician, reminder sequences, no-show reduction, boo…
- Optician Frame and Lens Consultation Guide for Dispensing StaffIn a packGuides dispensing staff through frame and lens consultations — lifestyle questions, explaining lens options an…
- Optician Practice Website Copy and Local Search PlanIn a packWrites clear practice web pages — services, eye tests, contact lenses, children's eye care, accessibility — an…
- Optician Practice KPI and Retail Performance ReviewIn a packReviews an optician practice's month — tests booked and completed, conversion to dispensing, average spend, co…
- Optician Complaint and Spectacle Remake HandlingIn a packHandles patient complaints about new glasses — adaptation issues, comfort, vision concerns, delays — with clea…
- Contact Lens Plan and Aftercare CommunicationIn a packExplains contact lens plans and aftercare clearly — what's included, check-up schedule set by clinicians, hygi…
- Chiropractic or Osteopathy Clinic New Patient JourneyIn a packDesigns the new patient journey for a musculoskeletal clinic — enquiry, booking, intake forms, consent, first …
- Musculoskeletal Clinic Marketing Without Misleading Health ClaimsIn a packPlans marketing for a chiropractic, osteopathy or physio clinic — website, local search, referrals, community …
- Clinic Schedule and Practitioner Utilisation ReviewIn a packReviews appointment data to improve practitioner utilisation — gaps, no-shows, appointment lengths, popular ti…
- Clinic Corporate Wellness Partnership ProposalIn a packWrites a proposal for employers — workstation talks, on-site sessions, priority booking, discounted assessment…
- Patient Education Handout Template for PractitionersIn a packCreates a template for practitioner-approved patient handouts — exercises described clearly, safety notes, whe…
- Clinic Patient Feedback and Reviews SystemIn a packSets up patient feedback — short surveys after visits, handling concerns privately, requesting reviews ethical…
Social Media & Creator Economy
- Video Production Client Brief and Creative TreatmentIn a packTurns a client's video request into a clear brief and creative treatment — objective, audience, message, style…
- Video Shoot Call Sheet and Shot ListIn a packPrepares a shoot day — shot list prioritised by must-haves, schedule, crew and kit, locations, contacts, safet…
- Video Edit Feedback and Revision ManagementIn a packManages edit rounds with clients — first cut presentation, structured feedback requests, consolidating comment…
- Videographer Pricing Packages and QuoteIn a packBuilds pricing for a videography business — day rates, packages, editing time, licensing, travel, rush fees — …
- Corporate Video Series Plan for Social MediaIn a packPlans a recurring video series for a business — format, episode ideas, batch filming days, editing templates, …
- Event Videography Plan — Weddings, Conferences and Live EventsIn a packPlans coverage for an event — key moments, timeline, multi-camera positions, audio capture, venue rules, backu…
Business Operations & Consulting
- Business Coaching Discovery Session FrameworkIn a packRuns a first coaching session with a business owner — current state, goals, numbers, obstacles, priorities — a…
- Small Business 90-Day Growth PlanIn a packBuilds a focused 90-day plan for a small business — one main goal, the few projects that drive it, weekly acti…
- Owner Dependency Reduction and Delegation PlanIn a packReduces a business's dependence on the owner — mapping what only they do, documenting processes, delegating wi…
- Coaching Session Notes and Accountability Follow-UpIn a packTurns a coaching session into clear notes — insights, decisions, commitments with dates, obstacles, and the ne…
- Business Coaching Programme Design and PricingIn a packDesigns a coaching offer — target clients, outcomes, programme structure, group versus one-to-one, pricing, on…
- Business Health Check for a Coaching ClientIn a packRuns a structured business health check — strategy, customers, sales and marketing, operations, team, finances…
- ERP Fit-to-Standard Workshop and Gap RegisterIn a packRuns fit-to-standard workshops for an SAP S/4HANA or other ERP rollout — process walk-throughs on the standard…
- ERP Data Migration Mapping, Cleansing and Reconciliation PlanIn a packPlans ERP data migration — object list and load sequence, field mapping and value conversions, data cleansing …
- ERP User Acceptance Testing Scripts and Defect TriageIn a packPlans ERP user acceptance testing — end-to-end business scenarios, test scripts key users can follow, test dat…
- ERP Cutover Plan and Hypercare Support ModelIn a packBuilds an hour-by-hour ERP cutover plan — business freeze, final data loads, reconciliations, go or no-go poin…
- ERP Business Role Design and Segregation of Duties ReviewIn a packDesigns ERP business roles from job tasks — least privilege, segregation of duties conflicts and mitigating co…
Industry & Field Operations
- Farm Enterprise Gross Margin and Cash Flow BudgetIn a packBuilds gross margins for each farm enterprise and a twelve-month cash flow — inputs, yields, prices, overheads…
- Farm Diversification Feasibility StudyIn a packTests a farm diversification idea — farm shop, glamping, wedding barn, livery, energy, events — against demand…
- Farm Direct Sales Launch — Box Scheme, Farm Shop or Online OrdersIn a packPlans selling farm produce direct to customers — product range, pricing from real costs, ordering, delivery or…
- Farm Records and Compliance CalendarIn a packBuilds a year-round calendar of farm records, inspections and deadlines — livestock movements, medicine record…
- Farm Health and Safety Risk Assessment and Toolbox TalksIn a packAssesses the biggest farm safety risks — machinery, vehicles, livestock, falls, children and visitors, chemica…
- Farm Succession Planning Family Conversation GuideIn a packPrepares a family for the farm succession conversation — goals of each generation, fair versus equal, roles an…
Property & Facilities
- Development Site Option Agreement and Heads of Terms Negotiation BriefIn a packPrepares a developer to negotiate a site deal with a landowner — outright purchase, conditional contract, opti…
- Residual Land Value Sensitivity and Viability Stress TestIn a packStress-tests a development appraisal — sales values, build costs, finance, fees, contingency, planning obligat…
- Housebuilder Contractor Tender Package and Build Cost ControlIn a packRuns a fair contractor tender for a small development — package scope, tender list, queries, comparison on a l…
- New Homes Sales Release and Plot Pricing StrategyIn a packPlans how to release and price new homes — plot-by-plot pricing from comparables, phased releases, reservation…
- New Build Snagging, Handover and Aftercare ProcessIn a packDesigns the quality and handover process for new homes — pre-handover inspections, snag tracking, the home dem…
- Development Finance Monitoring Report and Drawdown RequestIn a packPrepares the monthly pack for a development lender and their monitoring surveyor — progress against programme,…
- Building Survey Report Drafting From Site NotesIn a packTurns a surveyor's site notes and photos into a clear building survey report — element by element condition, d…
- Schedule of Dilapidations and Negotiation ResponseIn a packPrepares or responds to a commercial dilapidations schedule — lease covenants, breaches, remedies, costings, l…
- Party Wall Process Plan and Neighbour CommunicationIn a packPlans the party wall process for building work next to a boundary — which works need notice, notice timing, su…
- Property Measurement and Floor Area Report CheckIn a packChecks floor area measurements for sale, letting or valuation — the measurement basis used, inclusions and exc…
- Surveying Practice Fee Proposal and Terms of Engagement OutlineIn a packWrites a fee proposal for surveying work — scope, service level, what is excluded, assumptions, fees and expen…
- Surveying Practice Quality Review and Complaint PreventionIn a packReviews a surveying practice's report quality and complaint risks — file reviews, common omissions, wording th…
Code Review & Debugging
- GKE Workload Hardening Review — Autopilot or StandardIn a packReviews Kubernetes workloads on GKE for security and reliability — Workload Identity, pod security, network po…
- Network Outage Layered Troubleshooting RunbookIn a packGuides troubleshooting of network problems layer by layer — scope, physical, link, addressing, routing, DNS, f…
- Embedded Board Bring-Up Checklist and Debug PlanIn a packPlans first power-on of a new circuit board — power rails, clocks, debug connection, memory, peripherals one b…
- Embedded C Firmware Code Review for Safety and ConcurrencyIn a packReviews embedded C or C++ firmware for the defects that cause field failures — volatile and shared data races,…
- Spring Boot Service Production Hardening ReviewIn a packReviews a Spring Boot service before production — configuration and profiles, Actuator exposure, Spring Securi…
- JPA and Hibernate Performance Review — N+1, Fetching and TransactionsIn a packDiagnoses slow JPA and Hibernate code — N+1 selects, eager associations, open-session-in-view, missing indexes…
- JVM Production Performance and Memory TroubleshootingIn a packTroubleshoots a slow or crashing JVM service — GC logs, heap dumps, thread dumps, Java Flight Recorder, contai…
- EF Core Query Performance and Safe Production MigrationsIn a packFixes slow Entity Framework Core data access — tracking versus no-tracking, Include explosions and split queri…
- C# Async/Await Correctness and HttpClient Usage ReviewIn a packReviews C# code for async mistakes that cause deadlocks, thread starvation and lost exceptions — sync-over-asy…
- Eloquent Performance Review — N+1, Eager Loading and Large DatasetsIn a packSpeeds up Laravel database access — finding N+1 queries, eager loading and constraints, preventing lazy loadin…
- Laravel Security Review — Mass Assignment, Authorisation, Uploads and SecretsIn a packAudits a Laravel application for common vulnerabilities — mass assignment, missing authorisation, raw queries,…
- Rails Performance — N+1 Queries, Strict Loading, Counter Caches and Fragment CachingIn a packSpeeds up a slow Rails app — finding N+1 queries, includes versus preload versus eager_load, strict_loading, c…
Cybersecurity & Risk
- Firewall Rule Base Review and CleanupIn a packReviews a firewall rule base — shadowed, redundant and overly broad rules, any-any rules, unused rules from hi…
Writing & Editing
- Documentation Information Architecture Redesign by User NeedIn a packRestructures a sprawling documentation site around what readers are trying to do — tutorials, how-to guides, r…
- Release Notes and Changelog From Tickets and Pull RequestsIn a packTurns a release's merged pull requests and tickets into release notes customers understand and a precise devel…
- Docs-as-Code Pipeline With Prose Linting, Link Checks and PreviewsIn a packSets up documentation as code — Markdown or MDX in Git, pull request reviews, prose linting with a style rule …
- Troubleshooting Knowledge Base Articles From Support TicketsIn a packMines support tickets for repeated problems and writes troubleshooting articles — symptom-first titles, causes…
- Documentation Style Guide and Terminology GovernanceIn a packBuilds a practical documentation style guide — voice, tone, grammar choices, UI element formatting, code sampl…
- Documentation Content Audit With Search and Analytics DataIn a packAudits documentation using real data — page traffic, exits, failed site searches, feedback votes, age since la…