CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配
Use when integrating crates or ecosystem questions. Keywords: E0425, E0433, E0603, crate, cargo, dependency, feature flag, workspace, which crate to use, using external C libraries, creating Python extensions, PyO3, wasm, WebAssembly, bindgen, cbindgen, napi-rs, cannot find, private, crate recommendation, best crate for, Cargo.toml, features, crate 推荐, 依赖管理, 特性标志, 工作空间, Python 绑定
Use when asking about Rust versions or crate info. Keywords: latest version, what's new, changelog, Rust 1.x, Rust release, stable, nightly, crate info, crates.io, lib.rs, docs.rs, API documentation, crate features, dependencies, which crate, what version, Rust edition, edition 2021, edition 2024, cargo add, cargo update, 最新版本, 版本号, 稳定版, 最新, 哪个版本, crate 信息, 文档, 依赖, Rust 版本, 新特性, 有什么特性
Best practices for contributing to IDALIB Rust bindings
Migrates a monorepo package from `tsup` to `tsdown`. Use when asked to migrate a package to `tsdown` and the package has used `tsup` thus far.
Bumps `biome` package versions (e.g. `@biomejs/biome`) using `pnpm`, aligns `biome.jsonc` files with the new version/s across the repository and runs biome-related checks. Use when required to update `biome` to a newer version - explicitly or implicitly (e.g. after running `pnpm up`, `pnpm update`, `pnpm upgrade` without specific package names).
Create platform-native content that resonates with each community's culture. Use when adapting technical content for WeChat, Hacker News, Reddit, Medium, Twitter/X, Dev.to, or LinkedIn. Transforms generic writing into content that feels written BY that community, not AT them.
AI consultation CLI — query Gemini, Codex, or Claude for reviews and analysis. ALWAYS check this skill before running any `consult` command. Use when reviewing specs, plans, implementations, or PRs with external models, running parallel 3-way reviews (cmap), or checking consultation stats. The `-m` model flag is always required except for `consult stats`.
Create polished, professional reveal.js presentations. Use when the user asks to create slides, a presentation, a deck, or a slideshow. Supports themes, multi-column layouts, code highlighting, animations, speaker notes, and custom styling. Generates HTML + CSS with no build step required.
Audit shell scripts for correctness, portability, and common pitfalls.
Optimize multi-tool workflow chains via MCP server integration for processing large datasets, files, or complex pipelines.
Evaluate hook security, performance, and SDK compliance. Use for audits.
Generate dependency graphs showing import relationships between modules or plugins
Browse the rule catalog and guide installation. Use when looking for
Balance visual design with ATS compatibility for creative roles
Python package creation and distribution: pyproject.toml, entry points, PyPI publishing, CI/CD
Async Python patterns and concurrency: async APIs, I/O-bound apps, rate limiting, context managers
Generates production-ready FastGPT workflow JSON from natural language requirements. Uses AI-powered semantic template matching from built-in workflows (document translation, sales training, resume screening, financial news). Performs three-layer validation (format, connections, logic completeness). Supports incremental modifications to add/remove/modify nodes. Activates when user asks to "create FastGPT workflow", "generate workflow JSON", "design FastGPT application", or mentions workflow automation, multi-agent systems, or FastGPT templates.
Creates unique, production-grade frontend interfaces with exceptional design quality. Use when user asks to build web components, pages, materials, posters, or applications (e.g., websites, landing pages, dashboards, React components, HTML/CSS layouts, or styling/beautifying any web UI). Generates creative, polished code and UI designs that avoid mediocre AI aesthetics.
General simulation development best practices for correctness, stability, and debuggability. Use when implementing or modifying simulation systems, solvers, constraints, or GPU kernels, especially for index safety, NaN/Inf issues, and diagnostics.
Guide for setting up repository remotes when working with forks
Implements backend modules from proto definitions for goddess, marksman, and rabbit apps. Keeps style consistent with existing project structure, reuses magicbox and in-app code, follows Go and project conventions, and requires syncing README (API overview, features, usage) when adding, modifying, or removing modules or APIs. Use when the user says "帮我完成某某功能" or manually @ this skill to implement a module based on proto.
End-to-end recipe patterns for end users building gpui apps with Yororen UI (yororen_ui). Use when the user asks for a complete working example (counter/todolist/file browser/toast), wants a screen layout pattern, or needs guidance composing components, modals, forms, list rendering, keyed state, virtualization, notifications, or i18n. Not for developing yororen-ui itself.
