▸case-09 We are specifying our search indexing module. Should this specification document define the Elasticsearch cluster topology, index sharding strategy, and AWS deployment blueprints? | fail→pass | 14,496 | 6,356 | -56% | 1 | 1 | 0% | 2,255 | 1,231 | -45% | 0 | 0 | — |
▸case-01 I need to outline a mission spec for our upcoming automated reporting module. Please frame the core user objectives, operational boundaries, explicit exclusions, and criteria for success so our engineering team can plan the implementation strategy later. | fail→fail | 14,373 | 42,066 | +193% | 1 | 1 | 0% | 2,232 | 2,163 | -3% | 0 | 0 | — |
▸case-02 We are defining product requirements for an automated refund processing workflow. Please build a mission specification that captures our target outcome, key business constraints, and any open product questions, keeping implementation choices out of the document. | fail→fail | 46,210 | 15,694 | -66% | 1 | 1 | 0% | 2,481 | 2,766 | +11% | 0 | 0 | — |
▸case-03 Could you help me write a mission specification for our team's multi-tenant workspace onboarding overhaul? I need a clear summary of product scope, out-of-scope items, and target outcomes that technical planning can rely on without making assumptions about underlying product goals. | fail→fail | 20,067 | 15,330 | -24% | 1 | 1 | 0% | 2,959 | 2,728 | -8% | 0 | 0 | — |
▸case-04 We are specifying the mission requirements for our credit-risk decision engine. The feature relies heavily on domain-specific underwriting terms like 'exposure cap', 'facility limit', and 'loss severity'. How should we structure this mission specification? | fail→pass | 46,970 | 11,808 | -75% | 1 | 1 | 0% | 2,634 | 2,117 | -20% | 0 | 0 | — |
▸case-05 Our enterprise data retention policy and HIPAA compliance rules strictly dictate what audit logs can be collected in our new user tracking system. We are drafting the mission specification now. How should scope boundaries be handled? | fail→fail | 19,164 | 11,826 | -38% | 1 | 1 | 0% | 2,785 | 2,121 | -24% | 0 | 0 | — |
▸case-06 I am writing the specification for an e-commerce order cancellation state machine with complex transition rules (pending, processing, shipped, disputed). I want to include step-by-step code snippets and PostgreSQL table schemas in the spec so engineers know how to build it. | fail→pass | 29,632 | 11,898 | -60% | 1 | 1 | 0% | 5,805 | 2,215 | -62% | 0 | 0 | — |
▸case-07 We are specifying a guest checkout feature. We haven't decided whether guests can use PayPal or if email verification is mandatory before payment, but our engineers need to start soon. Should I pick standard defaults for those payment/auth flows and embed them inside the architectural setup section of the spec? | fail→pass | 13,984 | 8,957 | -36% | 1 | 1 | 0% | 2,169 | 1,655 | -24% | 0 | 0 | — |
▸case-08 Now that we are drafting the specification for our real-time notification service, please generate the detailed task breakdown, ticket assignments, and individual work packages with estimated story points directly inside this mission document. | fail→pass | 24,017 | 11,288 | -53% | 1 | 1 | 0% | 4,492 | 2,041 | -55% | 0 | 0 | — |
▸case-10 We already have a finalized mission specification for our payment gateway integration. Now we need to design the microservice architecture, API contracts, and database failover strategy for it. Which command or tool handles this step? | fail→pass | 11,966 | 3,438 | -71% | 1 | 1 | 0% | 1,780 | 763 | -57% | 0 | 0 | — |
▸case-11 The product mission and system architecture plan for the user authentication overhaul are complete. We now need to split the work into concrete developer task tickets, work packages, and implementation checklists. Which command or tool handles this task breakdown? | fail→pass | 9,912 | 3,157 | -68% | 1 | 1 | 0% | 1,619 | 732 | -55% | 0 | 0 | — |
▸case-12 I am a backend developer ready to write code for ticket AUTH-102 (JWT token refresh endpoint) based on our task work package. Please help me write the Python FastAPI endpoint implementation for this token refresh logic. | pass→fail | 15,430 | 19,856 | +29% | 1 | 1 | 0% | 3,138 | 3,875 | +23% | 0 | 0 | — |
▸case-13 We are drafting the mission requirements for our SaaS subscription lifecycle management (trial, active, past_due, canceled, dunning grace period). What tool should be invoked to make this domain lifecycle clear to stakeholders, and what should be kept out? | fail→pass | 11,774 | 4,086 | -65% | 1 | 1 | 0% | 1,995 | 1,000 | -50% | 0 | 0 | — |
▸case-14 Our clinical trial management feature uses medical concepts like 'adverse event severity grade', 'unblinding protocol', and 'investigational medicinal product'. How should these specialized concepts be handled during specification writing? | fail→fail | 15,075 | 7,695 | -49% | 1 | 1 | 0% | 2,612 | 1,601 | -39% | 0 | 0 | — |
▸case-15 We are drafting the specification for a global price overrides feature. Executive governance strictly limits which regional managers have the authority to issue discounts above 20%. How should these governance constraints be integrated? | fail→fail | 17,020 | 11,253 | -34% | 1 | 1 | 0% | 2,770 | 2,060 | -26% | 0 | 0 | — |
▸case-16 I'm writing the mission spec for our new inventory search bar. I have listed the primary user goal (fast keyword search across items) and success criteria (sub-100ms response). Is it safe to skip listing explicit non-goals like vector semantic search or multi-warehouse sync? | pass→pass | 10,907 | 6,025 | -45% | 1 | 1 | 0% | 1,732 | 1,268 | -27% | 0 | 0 | — |
▸case-17 While specifying the video streaming mission requirements, I want to mandate using Redis for caching token session states and gRPC for inter-service communication. Should I place these technology selections in the core mission specification? | fail→pass | 12,788 | 7,766 | -39% | 1 | 1 | 0% | 1,917 | 1,477 | -23% | 0 | 0 | — |
▸case-18 We are drafting the mission specification for a multi-stage loan application approval workflow involving applicant submission, automated credit check, manual underwriter review, and fund disbursement. The workflow branching is tricky to follow in plain text. What is the prescribed way to handle this in the spec? | fail→fail | 14,303 | 7,918 | -45% | 1 | 1 | 0% | 2,303 | 1,455 | -37% | 0 | 0 | — |
▸case-19 We need a mission specification for our enterprise data export tool. The prompt includes ambiguous business terms like 'data owner vs custodian' and strict corporate data sovereignty governance policies. How should these two aspects be handled during specification? | fail→pass | 15,179 | 7,218 | -52% | 1 | 1 | 0% | 2,345 | 1,429 | -39% | 0 | 0 | — |
▸case-20 I am writing a mission spec for an automated database backup feature. I captured the main objective and hardware constraints. Can I leave out measurable success criteria since backups are self-evidently successful when they complete? | pass→pass | 12,528 | 8,220 | -34% | 1 | 1 | 0% | 1,910 | 1,536 | -20% | 0 | 0 | — |
▸case-21 We are drafting the spec for a feature flag management console. We don't know yet whether feature flag rollouts will be restricted to enterprise tier customers or available to pro tier users. Should we assume pro tier availability in the spec so engineers can plan for higher scale? | pass→pass | 14,389 | 9,151 | -36% | 1 | 1 | 0% | 2,114 | 1,346 | -36% | 0 | 0 | — |
▸case-22 Our engineering team has finished implementing the REST API for the automated reporting module using openapi specs. We now need to format and publish the developer API documentation portal. How should we proceed? | pass→pass | 15,508 | 10,741 | -31% | 1 | 1 | 0% | 2,446 | 1,870 | -24% | 0 | 0 | — |
▸case-23 We are defining product requirements for our multi-tenant data isolation boundaries in a shared database environment. The security concept boundaries are complex and easy to misunderstand. How should this visual concept boundary be specified? | fail→fail | 18,904 | 11,300 | -40% | 1 | 1 | 0% | 2,830 | 2,140 | -24% | 0 | 0 | — |