tmux 自动化操控:读取/广播/救援 session|window|pane,基于 oh-my-tmux 配置安全地让 AI 自控/互控终端。触发:需要 capture-pane/send-keys、批量巡检、蜂群 AI 协作、卡死救援或快速查看快捷键。
标准作业程序(SOP)生成与规范化:将输入资料/需求/历史记录整理为可执行 SOP(结构化章节、步骤、控制点、异常处理、记录)。当用户要求“写 SOP/作业指导书/操作规程/流程说明”,或给出零散资料需要“整理成 SOP/流程”,或要求“按标准结构输出 SOP/质量检查”时使用。
Canvas白板驱动开发技能:Canvas白板作为唯一真相源,代码是其序列化形式。AI架构总师角色,自动生成富有洞察力的架构图。使用场景:生成架构白板、白板驱动编码、白板驱动重构、Code Review、团队协作、接手遗留项目。
自动化闭环开发工作流编排:基于状态机+文件系统 hook 驱动五步 Agent(规格/计划/实施/验证/总控),适用于需要最小依赖、可复现的全自动软件流水线。
Use this skill for writing, reviewing, and editing documentation (`/docs` directory or any .md file).
Guide for creating effective AI agent skills. Use when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations. Works with any agent that supports the SKILL.md format (Claude Code, Cursor, Roo, Cline, Windsurf, etc.). Triggers on "create skill", "new skill", "package knowledge", "skill for".
Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or orchestrator that requires isolated context and deep specialization. Works with any agent that supports subagent delegation. Triggers on "create subagent", "new agent", "specialized assistant", "create verifier".
Creates Cursor-specific AI agent skills with SKILL.md format. Use when creating skills for Cursor editor specifically, following Cursor's patterns and directories (.cursor/skills/). Triggers on "cursor skill", "create cursor skill".
Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories (.cursor/agents/). Triggers on "cursor subagent", "cursor agent".
Generate code using nx generators. USE WHEN scaffolding code or transforming existing code - for example creating libraries or applications, or anything else that is boilerplate code or automates repetitive tasks. ALWAYS use this first when generating code with Nx instead of calling MCP tools or running nx generate immediately.
Monitor Nx Cloud CI pipeline and handle self-healing fixes automatically. Checks for Nx Cloud connection before starting.
Configure, explore, and optimize Nx monorepo workspaces. Use when setting up Nx, exploring workspace structure, configuring project boundaries, running tasks, analyzing affected projects, optimizing build caching, or implementing CI/CD with affected commands. Keywords - nx, monorepo, workspace, projects, targets, affected, build, lint, test.
Helps with running tasks in an Nx workspace. USE WHEN the user wants to execute build, test, lint, serve, or run any other tasks defined in the workspace.
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
Guide for developing with Prism PHP package - a Laravel package for integrating LLMs. Activate or use when working with Prism features including text generation, structured output, embeddings, image generation, audio processing, streaming, tools/function calling, or any LLM provider integration (OpenAI, Anthropic, Gemini, Mistral, Groq, XAI, DeepSeek, OpenRouter, Ollama, VoyageAI, ElevenLabs). Activate for any Prism-related development tasks.
Vue.js progressive JavaScript framework. Use when building Vue components, working with reactivity (ref, reactive, computed, watch), or implementing Vue Composition API patterns.
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.
A skill for mathematical calculations
A skill for writing and content creation
Use when you have a spec or requirements for a multi-step task, before touching code
Writing Playwright E2E tests for tldraw. Use when creating browser tests, testing UI interactions, or adding E2E coverage in apps/examples/e2e or apps/dotcom/client/e2e.
Writing unit and integration tests for the tldraw SDK. Use when creating new tests, adding test coverage, or fixing failing tests in packages/editor or packages/tldraw. Covers Vitest patterns, TestEditor usage, and test file organization.
Writing examples for the tldraw SDK examples app. Use when creating new examples, adding SDK demonstrations, or writing example code in apps/examples.
Writing and maintaining GitHub issues for the tldraw repository. Use when creating new issues, editing issue titles/bodies, triaging issues, or cleaning up issue metadata (types, labels).
Fast codebase scouting using parallel agents. Use for file discovery, task context gathering, quick searches across directories. Supports internal (Explore) and external (Gemini/OpenCode) agents.
Activate this skill when: - Starting a new dashboard build - User asks about design decisions - Creating design_brief.md
Activate this skill when: - Implementing Dashboard.tsx - Following design_brief.md - Writing React/TypeScript code - Integrating with Living Apps API
Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior. Emphasizes NO FIXES WITHOUT ROOT CAUSE FIRST.
GraphQL queries, mutations, and code generation patterns. Use when creating GraphQL operations, working with Apollo Client, or generating types.
Formik form handling with validation patterns. Use when building forms, implementing validation, or handling form submission.
UI/UX design intelligence with searchable database
Project Manager & Strategy Lead. Orchestrates the roadmap and manages the PLAN.md file.
Audit PostHog survey SDK features and version requirements
Guidelines to create/update a new mode for PostHog AI agent. Modes are a way to limit what tools, prompts, and prompt injections are applied and under what conditions. Achieve better results using your plan mode.
React and Next.js performance optimization patterns. Use BEFORE implementing any React code to ensure best practices are followed.
Review all evaluations in the repository against a single code quality standard. Checks ALL evals against ONE standard for periodic quality reviews. Use when user asks to review/audit/check all evaluations for a specific topic or standard.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Develops Inertia.js v2 React client-side applications. Activates when creating React pages, forms, or navigation; using <Link>, <Form>, useForm, or router; working with deferred props, prefetching, or polling; or when user mentions React with Inertia, React pages, React forms, or React navigation.
Step-by-step tutorial for adding new CUDA kernels to FlashInfer
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Get weather information for locations using Open-Meteo API. Use when user asks about weather, temperature, or forecasts.
Review code for quality, security, and best practices. Use when analyzing code, suggesting improvements, or conducting code reviews.
Get current time in any timezone and convert times between locations. Use when user asks about time in different cities, timezone conversions, or scheduling across timezones.
Search recipes by ingredients, cuisine, or dietary needs. Get nutrition info, meal plans, and cooking instructions. Use when user asks about cooking, recipes, meals, or food.
Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation.
Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
Implementing custom elements using GPUI's low-level Element API (vs. high-level Render/RenderOnce APIs). Use when you need maximum control over layout, prepaint, and paint phases for complex, performance-critical custom UI components that cannot be achieved with Render/RenderOnce traits.
Electron 33+ desktop app development specialist covering Main/Renderer process architecture, IPC communication, auto-update, packaging with Electron Forge and electron-builder, and security best practices. Use when building cross-platform desktop applications, implementing native OS integrations, or packaging Electron apps for distribution. [KO: Electron 데스크톱 앱, 크로스플랫폼 개발, IPC 통신] [JA: Electronデスクトップアプリ、 クロスプラットフォーム開発] [ZH: Electron桌面应用、跨平台开发]
Java 21 LTS development specialist covering Spring Boot 3.3, virtual threads, pattern matching, and enterprise patterns. Use when building enterprise applications, microservices, or Spring projects.
TypeScript 5.9+ development specialist covering React 19, Next.js 16 App Router, type-safe APIs with tRPC, Zod validation, and modern TypeScript patterns. Use when developing TypeScript applications, React components, Next.js pages, or type-safe APIs.
Kotlin 2.0+ development specialist covering Ktor, coroutines, Compose Multiplatform, and Kotlin-idiomatic patterns. Use when building Kotlin server apps, Android apps, or multiplatform projects.
Flutter 3.24+ / Dart 3.5+ development specialist covering Riverpod, go_router, and cross-platform patterns. Use when building cross-platform mobile apps, desktop apps, or web applications with Flutter.
Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAssembly.
Go 1.23+ development specialist covering Fiber, Gin, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
Generate professional resumes that conform to the Reactive Resume schema. Use when the user wants to create, build, or generate a resume through conversational AI, or asks about resume structure, sections, or content. This skill guides the agent to ask clarifying questions, avoid hallucination, and produce valid JSON output for https://rxresu.me.
Apply when writing, modifying, or reviewing code. Behavioral guidelines to reduce common LLM coding mistakes. Triggers on implementation tasks, code changes, refactoring, bug fixes, or feature development.
A collection of best practices and tips for developing applications using Vue.js. This skill MUST be apply when developing, refactoring or reviewing Vue.js or Nuxt projects.
Guidelines for building production-ready Convex apps covering function organization, query patterns, validation, TypeScript usage, error handling, and the Zen of Convex design philosophy
Writing queries, mutations, actions, and HTTP actions with proper argument validation, error handling, internal functions, and runtime considerations
Screenpipe brand style guide. Reference this when designing UI components, writing copy, or making visual decisions.
Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts/render_docx.py` for visual checks.
Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router).
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from an API specification.
Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.
This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.
Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.
Automate bumping typespec-python version in emitter-package.json for the Azure SDK for Python repository. Use this skill when the user wants to update @azure-tools/typespec-python to the latest version, create a PR for the version bump, or manage emitter-package.json updates.
Use this skill when you need to draw diagrams including: Flowchart, Sequence Diagram, Class Diagram, State Diagram, ER Diagram, User Journey, Gantt Chart, Pie Chart, Quadrant Chart, Requirement Diagram, Gitgraph, Mindmap, Timeline, Sankey, XY Chart (Bar/Line), Block Diagram, Packet Diagram, Kanban, Architecture Diagram, C4 Diagram, Radar Chart, Treemap, and ZenUML. You MUST use this skill BEFORE outputting any mermaid code block.
Submit wiki documentation sections to Wegent backend API. Simplifies the HTTP POST process for wiki content submission.
Interactive planning assistant that helps create focused, well-structured ralph-loop commands through collaborative conversation
REQUIRED when modifying any file in packages/playground-ui or packages/playground. Triggers on: React component creation/modification/refactoring, UI changes, new playground features, bug fixes affecting studio UI. Generates Playwright E2E tests that validate PRODUCT BEHAVIOR, not just UI states.
Create a Mastra project using create-mastra and smoke test the studio in Chrome
React performance optimization guidelines from Mastra Engineering. This skill should be used when writing, reviewing, or refactoring React code to ensure optimal performance patterns. Triggers on tasks involving React components, data fetching, bundle optimization, or performance improvements.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
Universal release workflow. Auto-detects version files and changelogs. Supports Node.js, Python, Rust, Claude Plugin, and generic projects. Use when user says "release", "发布", "new version", "bump version", "push", "推送".
Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.
Instructions for creating custom modes in Roo Code. Use when the user asks to create a new mode, edit an existing mode, or configure mode settings.
Evaluate research quality using frameworks like GRADE, bias detection, and logical analysis. Use when assessing paper quality, evaluating claims, or reviewing evidence strength.
Formulate research hypotheses using structured frameworks. Use when developing research questions, designing experiments, or planning studies with testable predictions.
Manage BibTeX citations including DOI-to-BibTeX conversion, metadata extraction, validation, and deduplication. Use when building reference lists, converting DOIs to citations, or validating existing .bib files.
Conduct exploratory data analysis and statistical testing with test selection guidance. Use when exploring datasets, selecting statistical tests, performing power analysis, or preparing results for publication.
Creative ideation for research using structured methods like SCAMPER, morphological analysis, and cross-domain analogies. Use when generating research ideas, exploring new directions, or overcoming creative blocks.
Conduct structured manuscript reviews with section-by-section checklists and constructive feedback. Use when reviewing papers before submission, providing feedback to colleagues, or preparing reviewer responses.
Conduct systematic literature reviews using a structured workflow. Use when starting a new research project, surveying a field, or documenting related work for a paper.
Write research grant proposals with guidance for NSF, NIH, DARPA, and other agencies. Use when preparing grant applications, developing research plans, or writing broader impacts statements.
Write academic papers from experiment results using LaTeX. Use when experiments are complete and REPORT.md exists, when asked to write a paper, or when generating publication-ready documents in NeurIPS style.
Testing architecture and best practices for the Flare Stack Blog. Use when writing, debugging, or refactoring tests with Vitest and Cloudflare Workers pool.
Reviews code changes for bugs, style issues, and best practices. Use when reviewing PRs, checking code quality, or validating changes before commit.
Provides an overview of the Flare Stack Blog architecture. Use when needing to understand the project structure, tech stack, routing layers (Hono/TanStack), dependency injection, or directory organization.
Dual-layer caching strategies for the Flare Stack Blog. Use when implementing CDN cache headers, KV caching with versioned invalidation, or debugging cache-related issues.
Frontend development patterns for the Flare Stack Blog. Use when implementing data fetching with TanStack Query, creating route loaders, building infinite scroll, adding skeleton/pending states, or organizing UI components.
Official styling and design guidelines for the Flare Stack Blog.
Backend development patterns for the Flare Stack Blog. Use when creating new feature modules, writing Server Functions, defining Zod schemas, implementing Cloudflare Workflows, or working with middlewares.