multi-agent
Multi-Agent Orchestration - 蚁群仿生设计,定义Agent角色、生命周期、信息素通信、任务分解、冲突解决。当需要多Agent并行协作时路由到此。
Multi-Agent Orchestration - 蚁群仿生设计,定义Agent角色、生命周期、信息素通信、任务分解、冲突解决。当需要多Agent并行协作时路由到此。
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful. Use when the user asks to add polish, personality, animations, micro-interactions, delight, or make an interface feel fun or memorable.
Upgrade Gradle dependencies and Gradle wrapper version
Build large-scale, extensible Node.js applications and frameworks using LoopBack 4 core patterns. Use when building TypeScript/Node.js projects that need IoC containers, dependency injection, extension point/extension patterns, interceptors, life cycle observers, or component-based architecture. Triggers on tasks involving @loopback/core, @loopback/context, Context, Binding, @inject, @injectable, @extensionPoint, @extensions, LifeCycleObserver, Interceptor, or Component patterns. Also use when the user asks about structuring large-scale Node.js projects for extensibility and composability.
Systematic first principles thinking for any problem domain. Use when the user says "analyze from first principles", "第一性原理", "从根本分析", "从零开始思考", "think from scratch", "question this design", "is this the right approach", "challenge assumptions", "挑战假设", "为什么要这样做", "有没有更好的方案", "why are we doing it this way", or needs to evaluate decisions, designs, or strategies without relying on analogies, conventions, or "best practices". Also triggers on "这个设计合理吗", "从本质上看", "回到基本面", "what's really true here", "what are we assuming", or any request to decompose a problem to its fundamentals.
Meta-skill for understanding and customizing Mindfold Trellis — the all-in-one AI workflow system for 11 AI coding platforms (Claude Code, Cursor, OpenCode, iFlow, Codex, Kilo, Kiro, Gemini CLI, Antigravity, Qoder, CodeBuddy). Documents the original Trellis system design including architecture, commands, hooks, multi-agent pipelines, monorepo support, and task lifecycle hooks. Use when understanding Trellis architecture, customizing workflows, adding commands or agents, troubleshooting issues, or adapting Trellis to specific projects. Modifications should be recorded in a project-local trellis-local skill, not here.
Scaffolds a new skill file with proper naming conventions and structure. Analyzes requirements to determine skill type and generates appropriate content. Use when adding a new developer workflow skill, creating a custom skill, or extending the Trellis skill set.
Scaffolds a new skill file with proper naming conventions and structure. Analyzes requirements to determine skill type and generates appropriate content. Use when adding a new developer workflow skill, creating a custom skill, or extending the Trellis skill set.
Scaffolds a new skill file with proper naming conventions and structure. Analyzes requirements to determine skill type and generates appropriate content. Use when adding a new developer workflow skill, creating a custom skill, or extending the Trellis skill set.
Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.
Guide for adding a new reward function to AReaL. Use when user wants to create a reward function.
Use when updating Node.js versions in the RStudio repository, e.g. bumping to a new release. Handles both build-time Node (RSTUDIO_NODE_VERSION, used for building Electron/GWT) and installed Node (RSTUDIO_INSTALLED_NODE_VERSION, shipped with the product). This skill is for macOS and Linux only.
Use when updating the Electron version in the RStudio repository, e.g. bumping to a new release
Best practices for Remotion - Video creation in React
Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.
Systematic approach to diagnosing and resolving SSL/proxy connectivity issues with restricted websites
Analyze a reference codebase to discover and extract reusable architectural patterns. Produces structured pattern descriptions that can be turned into standalone skills. This is a meta-skill that bootstraps the skill evolution chain.
Create dashboard panel components with integrated resilient data services, combining UI construction and data fetching into a unified pattern.
Create data fetching services with circuit breaker pattern for API resilience. Services handle fetch, cache, retry, and expose typed data to panel components. Includes clear guidance on when to skip the circuit breaker for user-triggered one-shot calls versus background auto-polling services.
Create data fetching services with circuit breaker pattern for API resilience, including a first-class pattern for building optional query parameters via URLSearchParams. Services handle fetch, cache, retry, optional filters, and expose typed data to panel components.
Create resilient data fetching services with circuit breaker pattern, supporting both proxied and direct API calls. Services handle fetch, cache, retry, and expose typed data to panel components.