▸case-08 My monthly subscription price for my developer utility tool is $29/month. To generate quick cash flow during launch, I plan to run a lifetime deal for $35 flat. Assess this lifetime deal pricing and calculate a proper lifetime deal price ratio. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-19 I have an idea for a micro-SaaS tool targeting podcast hosts. Before writing code, I want to structure an initial validation check. What specific questions must I answer in a complete micro-SaaS validation framework and how do I answer them? | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-20 Our micro-SaaS tool is experiencing an 8% monthly churn rate. Evaluate this churn metric against industry benchmarks, identify the severity level, and propose an immediate pricing tactic. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-04 I want to build a peer-to-peer marketplace connecting pet owners with local pet sitters. The idea requires hundreds of sitters and owners in each city before it becomes valuable, and I plan to build for 6 months before showing it to anyone. Evaluate this idea and highlight potential red flags. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-16 With two weeks remaining until my planned public launch, I intend to lock myself in a room and code advanced search filtering and theme customization features without talking to any prospective users. Review this pre-launch plan and outline proper pre-launch activities. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-01 Our niche B2B SaaS tool has steady signups, but users cancel after their first month, causing our monthly recurring revenue to plateau. Please review this churn situation and generate a diagnostic report. The output should include an evaluation framework for churn rates, a step-by-step checklist to optimize the initial user experience, and actionable tactics to re-engage dropping users. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-11 I have detailed 10 major features for my new social media scheduling MVP, including custom white-label branding, granular role-based access control, multiple billing tiers, and an AI caption generator. How should I scope this for a 2-week launch window? | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-17 My product is functional, but my landing page conversion rate is under 0.5%. The headline is vague, hero image is missing, and the CTA button gets lost. What specialized domain skill or workflow trigger should be invoked to fix the landing page conversion and design? | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-06 I am designing the pricing page for my SaaS tool. I plan to create 6 distinct tiers based on feature combinations, avoid listing exact prices, and require users to configure a custom calculator before seeing pricing. Critique this structure and specify how many tiers and elements should be present. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-12 Our prospective enterprise client requires a SOC 2 Type II audit report, ISO 27001 certification, formal vendor risk assessment questionnaire, and legal redlines for a 3-year enterprise license agreement with custom SLA penalties. Provide a compliance roadmap and negotiation strategy for this enterprise procurement process. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-10 I am preparing to submit my tool to Product Hunt. I plan to publish the listing on Sunday at 3:00 PM EST and post direct links on Reddit asking community members to upvote my submission. Critique this schedule and promotion tactics. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-07 My B2B document generator app is live, but after Product Hunt launch day, referral traffic dropped to zero. I don't have a paid marketing budget or an existing social media audience. What product features can I engineer directly into the application to generate continuous viral or SEO exposure? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-03 I built a workflow automation plugin that saves digital agencies approximately 20 hours of manual work per month. Assuming an agency labor rate of $50/hour, I am thinking of charging $5/month to attract as many users as possible. Evaluate this price and calculate a recommended monthly fee based on the value delivered. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-14 We are migrating a high-throughput transaction platform across 4 AWS regions using distributed CockroachDB clusters, multi-region VPC peering, BGP routing, and active-active failover orchestration. Provide an infrastructure migration playbook and network topology specification. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-15 I launched my SaaS app yesterday. Users land directly on an empty dashboard with no guidance after signing up, and I have no tracking installed to monitor user behavior or feature usage. What diagnostic issues exist and what tools or flows should be added? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-02 I am planning to launch a small web application single-handedly and want to build a custom Rust microservices backend deployed on Kubernetes with custom OAuth2 JWT handling to ensure maximum flexibility and performance. Recommend a tech stack optimized for a single developer aiming to ship a working MVP in 14 days. | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-22 I am evaluating two SaaS ideas. Idea A aims to build a general productivity tool for 'everyone who uses computers'. Idea B targets freelance video editors struggling with client rendering approval queues. Which idea presents green flags versus red flags? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-05 I am choosing between two software ideas: a $5/month study planner for college students or a $99/month appointment reminder tool for private dental clinics. Compare these target markets for a solo founder in terms of churn, price tolerance, and viability. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-09 I am auditing my ready-to-launch SaaS repository. The codebase uses local JSON file persistence, has no subscription billing code or payment provider library installed, and uses simple unencrypted cookie sessions without password resets or provider integration. Identify missing core capabilities required for launch and specify recommended solutions. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-13 We are negotiating a $5M Series A term sheet with an institutional venture capital firm. They are asking for 20% liquidation preference, anti-dilution provisions, two board seats, and a 20% option pool shuffle prior to investment. Analyze these venture capital term sheet clauses and advise on counter-proposals. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-18 I need to implement webhook handling for failed recurring subscription renewals, proration for plan upgrades, and customer portal session generation. Which delegation domain or skill specialized in payment processing handles this? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-21 I am choosing a database and authentication stack component for a solo-built SaaS application that offers a free tier, integrated Postgres database, and rapid setup without managing custom database infrastructure. What specific database platform fits this recommendation? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |