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 41 of 59.

Education & Coaching

Outdoor Activity School Safety — Conditions Assessment, Go or No-Go Decisions, Equipment and Incident ResponseIn a packBuilds the safety system for a ski, snowboard, surf or outdoor activity school — daily conditions assessment, …
Ski or Surf School Instructors — Recruitment, Qualifications, Training Pathway and Season RotasIn a packStaffs an outdoor sports school for the season — forecasting instructor demand by week, recruiting qualified i…
Outdoor Sports School Bookings — Online Booking, Weather Cancellations, Rescheduling and Fair Refund TermsIn a packSets up bookings for a ski, surf or outdoor school — online booking with ability and age questions, deposits, …
Surf or Ski School Marketing, Hotel and Resort Partnerships, and Off-Season IncomeIn a packGrows an outdoor sports school's bookings and smooths seasonality — visibility where holidaymakers plan trips,…
Adaptive and Inclusive Lessons for Ski, Snowboard and Surf SchoolsIn a packHelps an outdoor sports school welcome disabled students and people with additional needs — accessible booking…

Retail & Local Shops

Jeweller Product Descriptions — Diamond and Gemstone Disclosure, Lab-Grown Labelling, Treatments and MetalsIn a packWrites honest, compliant descriptions for jewellery — the four Cs with grading reports, clear labelling of lab…
Jeweller Repairs and Bespoke Commissions — Intake Records, Photos, Quotes, Workshop Tracking and CollectionIn a packRuns a jewellery repair and commission service without disputes — detailed intake with photos and condition no…
Jeweller Pricing — Precious Metal Price Swings, Labour, Stone Costs, Margins and Repricing RulesIn a packBuilds pricing for an independent jeweller when gold and silver prices move fast — cost build-up from metal we…
Jeweller Security, Anti-Money Laundering and Insurance ControlsIn a packOrganises security and compliance for a jewellery business — opening and closing procedures, display and safe …
Jeweller Bridal and Engagement Ring Consultations — Discovery, Education, Budget and Follow-UpIn a packBuilds a consultation process for engagement and wedding ring buyers — appointment booking, discovering style …
Jeweller Online Store, Product Photography and Local Search VisibilityIn a packGrows an independent jeweller's online sales and footfall — product photography that shows true colour and sca…
Art Gallery Consignment Agreements, Artist Relationships and Commission TermsIn a packBuilds fair, clear relationships with represented artists — consignment agreements covering commission, pricin…
Art Gallery Exhibition Programme — Planning, Budgets, Install, Openings and Sales TargetsIn a packPlans a year of exhibitions for a commercial gallery — balancing established and emerging artists, exhibition …
Art Gallery Collector Relationships and Sales Process — From Enquiry to Long-Term CollectorIn a packTurns enquiries into collectors — responding quickly with images and information, viewing appointments, presen…
Art Fair Participation — Choosing Fairs, Booth Budget, Artist Selection, Logistics and Return on InvestmentIn a packDecides which art fairs to do and how to make them pay — evaluating fairs, booth and travel budgets, choosing …
Art Gallery Online Sales — Viewing Rooms, Photography, Pricing Transparency and Digital MarketingIn a packGrows a gallery's online sales — professional photography and scale views, online viewing rooms for each show,…
Art Gallery Provenance, Due Diligence and Secondary Market SalesIn a packHandles secondary market sales responsibly — researching provenance and ownership history, checking stolen art…

Business Operations & Consulting

Dynamics GP or Legacy ERP to Business Central Migration Plan — Scope, Data, History and Cut-OverIn a packPlans a move from Dynamics GP, NAV or another legacy system to Business Central — deciding what to migrate ver…
Business Central Financial Setup — Dimensions, Posting Groups, Number Series and Approval WorkflowsIn a packConfigures the core of Business Central correctly — dimension design for reporting, general and specific posti…
Business Central Extensions — AppSource Choices, AL Customisation Governance and Upgrade SafetyIn a packKeeps Business Central extensible without upgrade pain — when to buy an AppSource app versus build a per-tenan…
Business Central Inventory, Costing Methods and Warehouse SetupIn a packSets up inventory in Business Central for real operations — item setup and units of measure, costing methods a…
Business Central Reporting — Financial Reports, Analysis Views, Excel Layouts and Power BIIn a packBuilds reporting on Business Central that finance teams trust — financial report definitions with row and colu…
Business Central Automation for Finance Teams — Bank Reconciliation, Recurring Journals, Document Capture and AI AssistanceIn a packReduces manual finance work in Business Central — bank feeds and reconciliation rules, recurring and allocatio…
Xero or QuickBooks Online Client Onboarding — File Setup, Chart of Accounts, Bank Feeds and Opening BalancesIn a packOnboards a new client onto Xero or QuickBooks Online properly — choosing the platform and plan, chart of accou…
Cloud Bookkeeping Month-End Routine and Quality Review for Practice ClientsIn a packBuilds a repeatable month-end routine for clients on Xero or QuickBooks — bank and card reconciliations, clear…
Making Tax Digital for Income Tax Readiness — Client Segmentation, Software, Quarterly Updates and PricingIn a packPrepares a UK practice and its sole trader and landlord clients for Making Tax Digital for Income Tax — identi…
Accounting App Stack Selection for Small Business Clients — Receipts, Payments, Inventory, E-Commerce and PayrollIn a packChooses and connects the right apps around Xero or QuickBooks for a client — receipt capture, bill payments, i…
Advisory Services for Small Business Clients — Cash Flow Forecasts, KPI Packs and Quarterly Review MeetingsIn a packBuilds an advisory offer on top of cloud bookkeeping — 13-week cash flow forecasts, simple KPI packs by sector…
Cloud Accounting File Clean-Up and Catch-Up Bookkeeping — Diagnosing a Messy File and Fixing ItIn a packRescues a messy Xero or QuickBooks file — diagnosing unreconciled accounts, duplicate transactions, misused su…
Payroll Bureau Client Onboarding — Taking Over a Payroll Mid-Year Without ErrorsIn a packTakes over a client's payroll cleanly — collecting employee records, year-to-date figures, pension and benefit…
Payroll Bureau Pay Run Controls — Input Checks, Variance Review, Four-Eyes Approval and FilingIn a packBuilds controls into every pay run at a bureau — input validation, variance reports against last period, excep…
Payroll Legislation Change Tracker and Client Communication for a BureauIn a packKeeps a payroll bureau and its clients ahead of rule changes — a tracker of tax, minimum wage, pension, statut…
Payroll Bureau Pricing — Service Tiers, Per-Payslip and Add-On Fees, and Profitability by ClientIn a packPrices payroll services so the bureau makes money — service tiers, per-payslip and base fees, add-ons for pens…
Payroll Errors, Employee Queries and Overpayment Recovery — Fixing Mistakes Fairly and LawfullyIn a packHandles payroll mistakes well — triaging employee queries, correcting underpayments quickly, recovering overpa…
Payroll Bureau Data Security, Business Continuity and Fraud PreventionIn a packProtects a payroll bureau and its clients — access controls and multi-factor authentication, secure input and …

Productivity & Operations

Work Management Workspace Design for Asana, monday.com or ClickUp — Structure, Templates and Naming StandardsIn a packDesigns a work management workspace that scales beyond one team — hierarchy of teams, spaces, boards or projec…
Request Intake and Triage Workflow in Asana, monday.com or ClickUp — Forms, Routing, SLAs and VisibilityIn a packReplaces requests by email and chat with a proper intake — request forms with conditional questions, automatic…
Work Management Automations and Integrations Without Chaos — Rules, Limits, Ownership and TestingIn a packBuilds automations and integrations in Asana, monday.com or ClickUp that help instead of creating noise — choo…
Portfolio Reporting and Resource Capacity in Asana, monday.com or ClickUp — Dashboards Leaders UseIn a packGives leaders a trustworthy view across projects — portfolio dashboards with status, health and milestones, wo…
Migrating Between Work Management Tools — Asana, monday.com, ClickUp, Trello or Jira MovesIn a packPlans a move from one work management tool to another — reasons and success criteria, mapping structures and f…
AI Features in Work Management Tools — Adoption, Useful Use Cases and GuardrailsIn a packRolls out the AI features built into Asana, monday.com or ClickUp sensibly — finding useful use cases (summari…

Software Engineering

Phoenix LiveView Feature Design — Socket State, Events, Components, Streams and PerformanceIn a packDesigns a LiveView feature that stays fast as data grows — what lives in socket assigns, function versus live …
Elixir OTP Design — Supervision Trees, GenServers, Registries and When Not to Use a ProcessIn a packDesigns the process architecture of an Elixir application — when a process is needed and when a plain module i…
Elixir Background Jobs With Oban — Queues, Uniqueness, Retries, Scheduling and MonitoringIn a packDesigns background processing in Elixir with Oban — queue layout and concurrency, idempotent workers, uniquene…
Elixir Release Deployment — Mix Releases, Runtime Configuration, Clustering, Migrations and Zero-Downtime DeploysIn a packDeploys Elixir applications reliably — building releases, runtime configuration and secrets, running migration…
Internal Developer Platform Strategy — Treating the Platform as a Product, Users, Roadmap and AdoptionIn a packShapes an internal developer platform as a product — interviewing developer teams, mapping their biggest delay…
Golden Path Service Template — From New Repository to Production With Built-In CI, Infrastructure and ObservabilityIn a packBuilds a golden path for creating a new service — a template repository with sensible structure, CI pipeline, …
Service Catalogue and Developer Portal — Backstage or Alternatives, Ownership Metadata, Plugins and AdoptionIn a packSets up a developer portal and service catalogue — choosing Backstage, a commercial portal or a lighter option…
Self-Service Infrastructure and Ephemeral Environments With GuardrailsIn a packLets developers create databases, queues, buckets and preview environments themselves — self-service through t…
Developer Experience Measurement — Delivery Metrics, Developer Surveys and Turning Data Into ImprovementsIn a packMeasures developer experience without turning it into surveillance — delivery metrics such as lead time and ch…
Platform Team Operating Model — Support Channels, On-Call, Service Levels, Roadmap Planning and StakeholdersIn a packOrganises how a platform team works day to day — support channels and triage, service levels for the platform …

Code Review & Debugging

Ecto Data Layer Review — Schemas, Changesets, Query Composition, N+1 Queries and Safe MigrationsIn a packReviews an Elixir application's Ecto layer — schema and association design, changesets per use case, validatio…
Elixir and Phoenix Code Review Checklist — Contexts, Pattern Matching, Error Handling and TestsIn a packGives a team a practical code review checklist for Elixir and Phoenix — context boundaries, pattern matching a…
PySpark Code Quality — Testable Transformations, Unit and Data Tests, Local Development and CIIn a packBrings software engineering discipline to PySpark code — pure transformation functions, avoiding Python user-d…

Data Analysis & SQL

Apache Spark Job Performance Tuning — Shuffles, Data Skew, Partition Sizing, Joins and CachingIn a packSpeeds up slow Spark jobs with evidence from the Spark UI — reading stages and tasks, reducing shuffles, fixin…
Spark Major Version Upgrade Plan — ANSI SQL Mode, Spark Connect, Deprecated APIs and TestingIn a packPlans an upgrade to a new major Spark version — breaking changes such as stricter ANSI SQL behaviour, removed …
Lakehouse Table Design on Spark — Delta Lake, Iceberg or Hudi, Partitioning, Merges and MaintenanceIn a packDesigns lakehouse tables on Spark — choosing an open table format, partitioning and clustering, merge and upse…
Spark Structured Streaming Pipeline Design — Sources, Watermarks, State, Checkpoints and Reliable SinksIn a packBuilds Structured Streaming pipelines that survive restarts — source configuration, event time and watermarks …
Spark Cluster and Cost Management — Sizing, Autoscaling, Spot Capacity, Job Clusters and Cost AttributionIn a packControls Spark compute costs on managed platforms — sizing executors and nodes from workload profiles, job ver…

Cybersecurity & Risk

Authentication Design — Passkeys, Passwords, Multi-Factor Authentication and Safe Account RecoveryIn a packDesigns sign-in for an application — passkeys as the primary option, password rules aligned with current guida…
OAuth 2 and OpenID Connect Integration Review — Flows, Tokens, Scopes, Validation and Common MistakesIn a packReviews how an application uses OAuth and OpenID Connect — choosing the right flow, authorisation code with PK…
Enterprise Single Sign-On for B2B SaaS — SAML and OIDC Connections, SCIM Provisioning and Admin ExperienceIn a packAdds enterprise single sign-on to a B2B SaaS product — SAML and OIDC connections per customer, domain verifica…
Authorisation Model Design — Roles, Attributes, Relationship-Based Access and Policy EnforcementIn a packDesigns who-can-do-what in an application — role-based, attribute-based or relationship-based access control, …
Workforce Identity — Joiner, Mover, Leaver Processes, SaaS Access and Quarterly Access ReviewsIn a packOrganises employee access across an organisation — identity provider as the source of truth, automated provisi…
Running a Self-Hosted Identity Server — Keycloak or Open-Source Alternatives, Realms, High Availability and UpgradesIn a packOperates a self-hosted identity server responsibly — deciding if self-hosting is wise, realm and client design…

Music & Audio

Live Music Venue Booking — Calendar Strategy, Artist Deals, Ticket Pricing and Show-by-Show EconomicsIn a packRuns the booking side of a live music venue on numbers — calendar strategy across genres and nights, deal type…
Music Venue Licensing, Noise Management, Neighbours and Planning ProtectionIn a packKeeps a live music venue open — understanding licence conditions, noise management plans and sound limits, mon…
Music Venue Crowd Safety, Security and Welfare on Show NightsIn a packPlans safety for show nights at a live music venue — capacity management, door and search procedures, security…
Music Venue Bar Operations — Speed of Service, Stock, Pricing and Spend per HeadIn a packImproves a music venue's bar — the income that keeps many venues alive — through faster service at peaks, menu…
Music Venue Audience Building — Mailing List, Membership, Social Content and Community SupportIn a packBuilds a loyal audience for a live music venue — growing an owned mailing list, show announcements that sell t…
Music Venue Technical Production — Show Advances, Tech Specs, Stage Management and Running OrderIn a packRuns show days smoothly — advancing shows with tour managers, a clear technical specification and backline lis…

Nonprofits & Community

Museum Visitor Experience Audit and Interpretation PlanIn a packImproves how visitors experience a museum or heritage site — journey mapping from website to exit, wayfinding,…
Museum Collections Care, Documentation and Object Loans ManagementIn a packOrganises collections management for a small or mid-size museum — documentation procedures aligned with recogn…
Museum Income Generation — Admissions, Membership, Retail, Venue Hire, Events and Gift AidIn a packBuilds diverse income for a museum or heritage site — admission pricing and free-entry decisions, membership s…
Museum Learning Programme — School Sessions, Family Activities and Adult LearningIn a packDesigns a learning programme for a museum or heritage site — curriculum-linked school sessions, booking and pr…
Museum and Heritage Grant Applications and Funder ReportingIn a packWins and manages grants for museums and heritage projects — matching projects to funders' priorities, building…
Museum Volunteer Programme — Roles, Recruitment, Training, Support and RetentionIn a packBuilds a volunteer programme that museums and heritage sites depend on — meaningful role descriptions, inclusi…

Small Business & Services

Removals Company Surveys and Quotes — Video or Home Surveys, Volume Estimates, Access Issues and Clear PricingIn a packProduces accurate removal quotes — in-home or video surveys, estimating volume and crew size, access issues (s…
Removals Moving-Day Operations — Crew Briefing, Loading Plans, Protection, Manual Handling and Customer UpdatesIn a packRuns moving days smoothly — job sheets and crew briefings, protecting floors and doorways, loading plans, safe…
Removals Damage Claims, Complaints and Dispute ResolutionIn a packHandles damage and loss claims fairly — clear claims procedures and time limits, gathering evidence, assessing…
Removals and Storage Business — Pricing, Fleet and Crew Utilisation, Seasonality and GrowthIn a packImproves the economics of a removals business — job costing and margin by job type, fleet and crew utilisation…
Office and Commercial Relocation Project Planning for a Removals CompanyIn a packWins and delivers office moves — site surveys, project plans with the client's facilities team, IT equipment h…
Removals Company Marketing — Local Search, Reviews, Estate Agent Referrals and Quote Follow-UpIn a packBrings in more moving jobs — local search listings and service pages, review generation after every move, part…

AI Engineering

RAG vs Fine-tune Decision MemoIn a pack**Role:** You are a senior AI engineer who has shipped both RAG-based and fine-tuned LLM products at productio…
Evals Harness Design for [Domain]In a pack**Role:** AI engineer who has built evals suites that have caught 30+ production regressions before they shipp…
System Prompt AuditIn a pack**Role:** Senior prompt engineer who has audited 100+ production system prompts. You read prompts the way an e…
Agent Loop Halt-Condition DesignIn a pack**Role:** Applied AI engineer who has shipped agents that completed millions of tool-calling iterations in pro…
Vector DB Schema Migration PlanIn a pack**Role:** Database architect specializing in vector stores at production scale. **Context:** Team is migratin…
Token Budget AuditIn a pack**Role:** AI engineer focused on cost optimization. You've cut LLM bills 50-70% at multiple companies by ident…
Synthetic Test Set GeneratorIn a pack**Role:** AI engineer specialized in evals. You generate synthetic test sets for products with no ground-truth…
Regression Suite DesignIn a pack**Role:** AI engineer who has watched 5+ companies regress quality silently when model versions rotated. You b…
LangSmith Trace AnalyzerIn a pack**Role:** Applied AI engineer who reads LangSmith traces for a living. You've debugged 200+ production agent r…
LangGraph State DesignIn a pack**Role:** AI engineer specialized in LangGraph / state-machine agent architectures. **Context:** Building an …
Multi-tenant Prompt IsolationIn a pack**Role:** AI infrastructure engineer. You've built multi-tenant LLM systems serving 1000+ customers without cr…
Per-Customer Fine-tune ROI AnalysisIn a pack**Role:** AI ops lead. You've fine-tuned 20+ customer-specific models and learned that 60% of them weren't wor…
Model Upgrade Migration PlanIn a pack**Role:** AI ops engineer. You've migrated production traffic across model versions 6 times. **Context:** A m…
Prompt Template Versioning SystemIn a pack**Role:** Senior AI engineer focused on prompt operations. **Context:** Team has [N] production prompts. Curr…
A/B Harness for PromptsIn a pack**Role:** Experimentation engineer applied to LLM products. **Context:** Team wants to A/B test prompt varian…
LLM Failure-Mode TaxonomyIn a pack**Role:** AI safety researcher building the team's shared vocabulary for LLM bugs. **Context:** Team is shipp…
Streaming UX PatternsIn a pack**Role:** Senior product engineer for AI products. You've shipped streaming UIs at 4+ companies. **Context:**…