Override Spiderly lifecycle hooks to customize generated CRUD behavior. Use when overriding lifecycle hooks, customizing generated CRUD logic, adding business logic to save/delete/get operations, handling MARS exceptions or transaction issues, or throwing business/hacker exceptions.
Configure vLLM-Omni for different hardware backends including NVIDIA CUDA, AMD ROCm, Huawei NPU, and Intel XPU. Use when selecting a hardware backend, troubleshooting GPU issues, configuring device placement, or optimizing for specific accelerators.
Find the single highest-leverage refactor in a repo by reducing system complexity, improving information hiding, deepening shallow modules, shrinking interface burden, and eliminating unnecessary special cases. Use when the user asks what to refactor, wants the best refactor, highest-leverage cleanup, architectural simplification, boundary extraction, duplication removal, complexity reduction, testability improvement, or an ExecPlan for the best refactor. Accept optional user guidance about scope, constraints, refactor style, or risk tolerance.
Creates simple Three.js web apps with scene setup, lighting, geometries, materials animations, and responsive rendering. Use for: "Create a threejs scene/app/showcase" or when user wants 3D web content. Supports ES modules, modern Three.js r150+ APIs.
Generates a complete fullstack application template with Python FastAPI backend and React Vite frontend. Includes OpenAI ChatGPT integration, CORS configuration, comprehensive error handling, and a modern Tailwind CSS + shadcn/ui React UI. Use this skill when the user wants to bootstrap a new fullstack web application project with both API backend and web frontend components ready to go.
Export Webflow Designer components to React/Next.js code for external projects. Configure devlink settings in webflow.json, sync design updates with devlink sync, validate generated code, show diffs, and provide integration examples. Use when building with Webflow designs in React/Next.js.
Build Progressive Web Apps with React and Vite. This skill should be used when the user asks to "create a PWA", "add offline support", "make app installable", "generate service worker", "configure workbox", "add push notifications", or mentions PWA, progressive web app, or offline-first development. Keywords: PWA, progressive web app, service worker, manifest, offline, installable, workbox, vite-plugin-pwa, React.
Downloads files, images, or media from URLs using curl, wget, or python scripts. Can handle bulk downloads and save them to a specified directory.
升级项目中的指定依赖包到新版本并验证变更。 当用户要求升级依赖时触发。参数：包名、原版本和新版本。
Add missing environment variable defaults to settings.json or settings.local.json
How to bump package versions in kuskus — required before merging any PR that touches a package
Install .NET SDK with cross-platform support and optional interactive global.json configuration
Build and publish npx-executable CLI tools using Bun as the primary toolchain with npm-compatible output. Use when the user wants to create a new CLI tool, set up a command-line package for npx execution, configure argument parsing and terminal output, or publish a CLI to npm. Covers scaffolding, citty arg parsing, sub-commands, terminal UX, strict TypeScript, Biome + ESLint linting, Vitest testing, Bunup bundling, and publishing workflows. Keywords: npx, cli, command-line, binary, bin, tool, bun, citty, commander, terminal, publish, typescript, biome, vitest.
Build and publish npm packages using Bun as the primary toolchain with npm-compatible output. Use when the user wants to create a new npm library, set up a TypeScript package for publishing, configure build/test/lint tooling for a package, fix CJS/ESM interop issues, or publish to npm. Covers scaffolding, strict TypeScript, Biome + ESLint linting, Vitest testing, Bunup bundling, and publishing workflows. Keywords: npm, package, library, publish, bun, bunup, esm, cjs, exports, typescript, biome, vitest, changesets.
Use when data operation or statistical analysis tasks do not need full program implementation, and the agent should operate Insyra through CLI/REPL, .isr scripts, or DSL workflows, including environment workflows, reproducible command pipelines, and command selection guidance.
Parallel subagent execution for complex tasks. Use when a task has independent parallel workstreams.
Executes code snippets by saving them to a temporary file and running them via bash commands (e.g., node, python, go run) to test logic or compute results.
Orchestrate multiple worker agents to implement groomed tasks. Use when multiple ready tasks need implementation, when you want autonomous multi-task execution, or when coordinating batch development work. Keywords: coordinator, orchestrator, multi-task, parallel, workers, batch, autonomous.
Guide AI agents to generate complete PageObject pattern web scraper projects using Playwright and TypeScript with Docker deployment. Supports agent-browser site analysis for automated selector discovery. Keywords: scraper, playwright, pageobject, web scraping, docker, typescript, data extraction, automation.
