▸case-01 We are designing an initialization wizard CLI for our new Acme Cloud Node.js SDK. We want to structure our template offerings for standard boilerplate generation. A developer suggests only offering a single monolithic template that includes all CI pipelines, integration tests, and advanced configuration to ensure completeness. How should the SDK init template structure be organized to balance quick onboarding with complete setups? | pass→pass | 21,286 | 21,737 | +2% | 1 | 1 | 0% | 2,480 | 3,234 | +30% | 0 | 0 | — |
▸case-02 We are creating a project generator tool for a Python SDK targeting backend microservices. The developer wants to roll a custom string-replacement bash script for template rendering. What standard, cross-platform Python project templating tool pattern should we integrate for rendering Python SDK project boilerplates? | fail→pass | 19,145 | 21,429 | +12% | 1 | 1 | 0% | 2,216 | 3,234 | +46% | 0 | 0 | — |
▸case-03 Our frontend SDK setup tool needs to quickly copy existing template repositories from GitHub without running git clone overhead or fetching full git history. Instead of building a custom git tarball downloader, which established repository scaffolding tool pattern accomplishes lightweight git-based boilerplate copying? | pass→pass | 15,761 | 13,306 | -16% | 1 | 1 | 0% | 1,797 | 1,793 | -0% | 0 | 0 | — |
▸case-04 We want Node.js users to initialize projects using `npm create my-platform-app` directly from their command line. How should we name our published npm generator package to seamlessly support the `npm create` / `npm init` execution convention? | pass→pass | 13,451 | 14,186 | +5% | 1 | 1 | 0% | 1,624 | 1,844 | +14% | 0 | 0 | — |
▸case-05 When generating an interactive setup wizard for an API SDK init CLI, a developer suggests prompting users for custom feature flags first before collecting basic connection settings. Design the interactive prompt flow inputs for our SDK initialization wizard. | pass→pass | 21,741 | 25,384 | +17% | 1 | 1 | 0% | 2,810 | 4,266 | +52% | 0 | 0 | — |
▸case-06 Our web SDK init generator needs to support popular modern full-stack, Node backend, and Python backend frameworks out of the box. Which specific frameworks should our configuration matrix target for standard integration boilerplates? | pass→pass | 22,218 | 22,410 | +1% | 1 | 1 | 0% | 2,769 | 3,567 | +29% | 0 | 0 | — |
▸case-07 We want our SDK init CLI to run seamlessly inside automated CI/CD build scripts where no terminal TTY prompt is available. The engineer proposes failing the execution if no terminal is attached. How should the initialization wizard support automated headless execution? | pass→pass | 20,725 | 17,760 | -14% | 1 | 1 | 0% | 2,161 | 2,544 | +18% | 0 | 0 | — |
▸case-08 When our scaffolding generator outputs a freshly created SDK project directory, what crucial documentation file must be generated, and what explicit content should it contain to guide the developer? | fail→pass | 18,084 | 15,314 | -15% | 1 | 1 | 0% | 1,909 | 1,863 | -2% | 0 | 0 | — |
▸case-09 After scaffolding the project files for a newly generated SDK app, developers currently have to manually remember to run package installation commands (`npm install` or `pip install`). How should the SDK init workflow automate dependency installation right after file generation? | pass→pass | 22,893 | 18,720 | -18% | 1 | 1 | 0% | 2,684 | 2,785 | +4% | 0 | 0 | — |
▸case-10 In our SDK onboarder, a teammate suggests leaving authentication configuration out of the initial wizard, requiring users to manually read docs and create environment variable files after scaffolding completes. What best practice should our init CLI follow regarding authentication setup? | pass→pass | 18,389 | 16,976 | -8% | 1 | 1 | 0% | 2,166 | 2,068 | -5% | 0 | 0 | — |
▸case-11 When generating project boilerplates for an event-streaming SDK, should the template output only empty skeleton files with empty function signatures, or should it include working executable code? | fail→fail | 20,433 | 18,558 | -9% | 1 | 1 | 0% | 1,997 | 2,543 | +27% | 0 | 0 | — |
▸case-12 We are building an enterprise-grade CLI generator ecosystem that needs modular sub-generators for multiple SDK extensions. Which established JavaScript generator framework provides standard modular sub-generator patterns for CLI project scaffolding? | pass→pass | 21,402 | 19,554 | -9% | 1 | 1 | 0% | 2,638 | 2,399 | -9% | 0 | 0 | — |
▸case-13 We need our SDK initialization wizard to feel native across Node, Rust, and Python ecosystems. Which core initialization command patterns native to npm, cargo, and pip should our setup strategy align with? | pass→pass | 22,776 | 16,962 | -26% | 1 | 1 | 0% | 3,080 | 2,768 | -10% | 0 | 0 | — |
▸case-14 As our SDK API evolves across major versions, legacy applications still require scaffolding compatibility with older API versions. How should the SDK template repository architecture handle template updates across breaking SDK revisions? | pass→pass | 28,701 | 28,360 | -1% | 1 | 1 | 0% | 2,975 | 3,679 | +24% | 0 | 0 | — |
▸case-15 We are specifying the required build artifacts for our SDK CLI project team. Beyond generating static project boilerplate files and sample code, what CLI command implementation artifact must be produced to expose the wizard functionality? | pass→pass | 12,088 | 8,375 | -31% | 1 | 1 | 0% | 1,806 | 1,467 | -19% | 0 | 0 | — |
▸case-16 Our SDK requires complex JSON/YAML configuration files tailored to the user's selected framework and authentication mode. What dedicated generator module artifact should be included in the scaffolding tool design to produce these settings dynamically? | pass→pass | 17,684 | 24,582 | +39% | 1 | 1 | 0% | 2,401 | 3,159 | +32% | 0 | 0 | — |
▸case-17 Our developer relations engineering team is defining key performance indicators for our platform onboarding tools. Which primary developer experience process targets does an SDK init generator tool directly optimize? | fail→fail | 19,465 | 10,175 | -48% | 1 | 1 | 0% | 1,934 | 1,993 | +3% | 0 | 0 | — |
▸case-18 When a developer selects the full project setup template in our SDK init wizard, what testing assets should be automatically generated alongside the source code? | fail→fail | 14,952 | 18,861 | +26% | 1 | 1 | 0% | 2,309 | 2,679 | +16% | 0 | 0 | — |
▸case-19 What key output artifact defines the terminal prompt sequence, validation rules, and input collection UI within an SDK setup CLI package? | pass→pass | 18,268 | 14,533 | -20% | 1 | 1 | 0% | 1,996 | 2,076 | +4% | 0 | 0 | — |
▸case-20 We are building an HTTP client for our payment SDK using Axios in TypeScript. We need to implement automatic retry logic for 503 Service Unavailable responses with exponential backoff and jitter. How should we configure the HTTP client interceptor to handle retries? | pass→pass | 17,398 | 21,565 | +24% | 1 | 1 | 0% | 3,396 | 3,778 | +11% | 0 | 0 | — |
▸case-21 In our backend API gateway, we need to validate incoming JWT Bearer tokens signed with RS256 using PyJWT. How should the public key verification and algorithm specification be passed to `jwt.decode`? | pass→pass | 16,276 | 16,977 | +4% | 1 | 1 | 0% | 2,180 | 2,590 | +19% | 0 | 0 | — |
▸case-22 We are implementing an Apollo GraphQL Server in Node.js and need to write a resolver for a nested `user.orders` query field that fetches from a PostgreSQL database using Knex. How should the parent parameter be accessed in the resolver function? | pass→pass | 15,026 | 15,926 | +6% | 1 | 1 | 0% | 1,875 | 2,452 | +31% | 0 | 0 | — |