AI Agents

A small manufacturer asks the AI to review their coverage. The skill identifies gaps in product liability limits, missing business interruption coverage, and undervalued equipment schedules — not just 'you should get insurance.'

A startup asks the AI to build a financial model for fundraising. The skill produces a model with proper cohort analysis, CAC/LTV calculations, and scenario planning — not hockey-stick fiction.

A SaaS company asks the AI to design their customer health scoring. The skill produces a weighted model using login frequency, feature adoption, support ticket sentiment, and contract timeline — not just 'are they paying?'

A business owner considering an exit asks the AI to model scenarios. The skill produces after-tax proceeds estimates, reinvestment allocation options, lifestyle sustainability analysis, and estate planning triggers — not just 'invest in index funds.'

A marketing agency asks the AI to plan a website relaunch. The skill produces a phased plan with dependencies, RACI matrix, risk register, and weekly status report template — not just a Gantt chart.

A clothing store owner asks the AI to plan their spring buy. The skill produces an open-to-buy plan with category allocations based on historical sell-through, margin targets, and markdown cadence — not guesswork.

A small agency asks the AI to set up their bookkeeping structure. The skill produces a chart of accounts with proper categorization, tax-relevant separations, and monthly close checklists — not a generic spreadsheet.

A startup asks the AI to set up their deployment pipeline. The skill ensures proper staging environments, rollback procedures, and health checks — not just 'push to main.'

A developer asks the AI to review their auth implementation. The skill makes it check for token rotation, CSRF protection, rate limiting, and session fixation — not just 'looks fine.'

A freelancer asks the AI about year-end tax planning. The skill walks through S-corp election analysis, QBI deduction eligibility, retirement contribution options with deadline awareness, and estimated payment catch-up calculations.

An accountant's tax skill is good but inconsistent. The prompt engineer's skill restructures it with clearer constraint hierarchy, explicit edge case handling, and output format specifications — making it reliable across platforms.

A dentist asks the AI to improve their online presence. The skill produces optimized GBP categories, location-specific landing page structures, and a review generation workflow that complies with platform policies.

A freelancer asks the AI to review a client contract. The skill flags missing liability caps, ambiguous IP ownership, auto-renewal traps, and payment term risks — things a non-lawyer would miss entirely.

A company asks the AI to design their analytics pipeline. The skill ensures proper slowly-changing dimensions, idempotent transformations, and data lineage tracking.

A bakery asks the AI to plan their Instagram month. The skill produces a calendar with Reels concepts, carousel templates, story sequences, and engagement prompts tailored to food content algorithms.

A DTC brand asks the AI to audit their product pages. The skill checks image count, description structure, social proof placement, urgency elements, cross-sell positioning, and mobile tap-target sizes — with specific fix recommendations.

A 15-person startup asks the AI to design their hiring process. The skill produces structured interview loops with scorecard criteria, bias-reducing question formats, and compliant offer letter templates.

A startup building AI features asks the AI to design their content generation pipeline. The skill ensures output validation, confidence thresholds, graceful fallbacks, and token budget management.

A boutique hotel asks the AI to write their website copy. The skill ensures consistent voice, benefit-led headlines, and scannable structure — not corporate buzzword soup.

A growing e-commerce business asks the AI to systematize their fulfillment. The skill produces SOPs for receiving, picking, packing, shipping, and returns — with exception handling for each step.