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需求主刀医生 - 从评论中提取核心痛点，基于NLP进行情绪极性分析。遇到"分析需求"、"提取痛点"、"情绪分析"时使用。

Version control discipline for Quest Keeper AI development. Enforces the "commit early, commit often" pattern.

You are an AI assistant specialized in academic paper writing. You help researchers write high-quality papers by providing guidance on structure, content, and validation.

ML Optimizer Agent for High-Performance Inference and Training Platforms. Optimizes latency, memory, and model artifacts.

Implement AI features safely, with structured outputs, evaluation hooks, and secure secret handling.

AI 파트너 시스템 - 전문가 선택 및 협업

Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis, and report creation with focus on delivering actionable intelligence that drives informed decision-making.

Customize ChatKit layout, theme, and presentation for RAG textbook chatbot with proper styling and textbook theme integration.

Skill rules and constraints reference. Keywords: skill, rules, reference.

Performance patterns for rendering, data loading, and code splitting. Keywords: performance, memoization, virtualization, code splitting, lazy loading.

Common UI patterns (forms, dialogs, notifications, and tables). Keywords: forms, dialogs, modals, notifications, tables, ui patterns.

Styling patterns (design tokens, theming, and consistent component styling). Keywords: css, styling, design tokens, theming, css modules, tailwind.

World-class executive leadership principles and practices from top-tier tech and enterprise companies. Use when leading at executive level, making strategic decisions, or developing senior leadership capabilities.

Docker 容器化配置指南

Fork a terminal session to a new terminal window. Using one agentic coding tools or raw cli commands. Follow the `Instructions`, execute the `Workflow`, based on the `Cookbook`.

Test connectivity with AI provider (gemini/codex/opencode/droid/claude).

Fork conversation context to new Gemini agents. Enables parallel agent execution, context handoff, and multi-agent orchestration using Google GenAI SDK.

Claude AI 최적화 PR 생성. 효과적인 AI 리뷰를 위한 구조화된 PR 작성.

Use Astro's modern web development stack including TypeScript, Tailwind CSS, Content Collections, islands architecture, and performance-first deployment practices. Use this skill when selecting technologies, configuring integrations, choosing deployment platforms, or making architectural decisions about the tech stack. When working on Astro configuration and integrations setup, choosing between SSG/hybrid/SSR rendering modes, selecting UI frameworks for interactive islands (React, Vue, Svelte), configuring Tailwind CSS or styling solutions, setting up Content Collections for type-safe content, choosing deployment adapters (Vercel, Netlify, Cloudflare), configuring testing tools (Vitest, Playwright), implementing performance optimization strategies, or adding third-party integrations and plugins.

Advanced patterns like infinite scroll, drag-and-drop, virtualization, modals, portals, toast notifications, and complex interactions. Use when implementing advanced UI features, optimizing long lists, or creating rich interactions.

Automatically sync the current repository to GitHub by staging changes, creating commits, and pushing to remote.

Guidelines for using Alpine.js for declarative JavaScript functionality.

Describes Form and Actions implementations.

Rules for ensuring accessibility in Astro components, including semantic HTML and ARIA attributes.

Requires detailed type annotations for all Python functions, methods, and class members.

Sets the AI to act as an expert in HTML, Tailwind CSS, and vanilla JavaScript, focusing on clarity and readability for all HTML, JS, and CSS files.

Details Paraglide.js i18n implementations.

Recommends using aliased imports as defined in svelte.config.js. This improves code organization and readability, especially when dealing with complex project structures.

Enforces the use of full file paths when referencing, editing, or creating files in the project. This rule ensures consistency and accuracy in file operations across the entire project.

Rules for effectively utilizing Chrome's browser APIs, including error handling and scheduling tasks.

Expo Framework-specific guidelines. Includes best practices for Views, Blueprints, and Extensions.

General guidelines for TALL stack development, emphasizing Laravel and PHP best practices.

This rule enforces encapsulating nested conditionals into functions to improve clarity.

Applies general rules for Convex development, emphasizing schema design, validator usage, and correct handling of system fields.

Specifies file management guidelines, including including full file paths as comments, updating project structure in AI.MD, and maintaining package.json. This rule ensures organized and well-documente

Web3 and blockchain expert including Solidity, Ethereum, and smart contracts

Guidelines for developing modular, reusable Livewire components.

Sets standards for Data Transfer Objects (DTOs), typically records, including parameter validation in compact canonical constructors.

Mandates strict type hinting using the typing module for all Python functions, methods, and class members.

Outlines the monorepo structure and tooling conventions, emphasizing the use of Taskfile.yml, and proper handling of environment variables.

Go programming expert including APIs, gRPC, concurrency, and best practices

Promotes modular design with distinct files for models, services, controllers, and utilities.

Use Case Example for Cypress Defect Tracking Prompt

Sets the standards for entity class design including annotations, ID generation strategies, and relationship configurations for database interaction.

Kubernetes cluster management and troubleshooting. Query pods, deployments, services, logs, and events. Supports context switching, scaling, and rollout management. Use for Kubernetes debugging, monitoring, and operations.

Multi-perspective code review and quality assurance framework. Conducts security audits, performance analysis, framework compliance checks, and data integrity validation. Use this skill for code reviews, audits, quality checks, and assessment tasks.

Generate TanStack Query hooks for data fetching and mutations. Triggers on "create tanstack query hook", "generate react query", "useQuery hook", "useMutation hook".

Generate Flutter widget files with Dart, state management, and theming. Triggers on "create flutter widget", "generate flutter component", "dart widget", "flutter screen".

Generate CHANGELOG.md files following Keep a Changelog format. Triggers on "create changelog", "generate changelog", "release notes template", "version history".

Generate CORS configuration files for API cross-origin resource sharing. Triggers on "create cors config", "generate cors configuration", "cors setup", "cross-origin config".

Generate GitLab CI/CD pipeline configuration files with stages, jobs, and deployment. Triggers on "create gitlab ci", "generate gitlab-ci.yml", "gitlab pipeline", "gitlab ci config".

Generate JWT authentication configuration and utilities for API security. Triggers on "create jwt config", "generate jwt authentication", "jwt setup", "token auth config".

Generate CONTRIBUTING.md files for open source project contribution guidelines. Triggers on "create contributing guide", "generate contributing.md", "contribution guidelines", "how to contribute".

PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.

MCP Server Auto-Invocation System for PAI Skills This skill defines WHEN and HOW MCP servers should be automatically called. Other skills should reference this for consistent MCP usage. === AUTO-INVOCATION RULES === **context7** - ALWAYS use when: - Writing code with external libraries (React, Next.js, Tailwind, etc.) - Before suggesting API patterns - User asks about library-specific features - TRIGGER: Add "use context7" to prompts for library docs **memory** - ALWAYS use when: - Starting a new session (recall project context) - After completing significant work (store learnings) - User references past decisions - TRIGGER: Automatic - stores/retrieves entities and relationships **sequential-thinking** - ALWAYS use when: - Complex multi-step problems - Architectural decisions - Debugging complex issues - Trade-off analysis - TRIGGER: Complex reasoning needed **github** - ALWAYS use when: - Creating PRs, issues, or commits - Searching code across repos - Checking CI/CD status - TRIGGER: GitHub operations **playwright** - ALWAYS use when: - E2E testing required - UI validation needed - Browser automation tasks - TRIGGER: Testing or browser tasks

Specialized skill for generating idiomatic, type-safe, and documented Python code examples.

These tools expose external capabilities (RAG, databases, selection-based answering) to the agent without embedding reasoning logic.

Describes how to use abilities. Read before any conversation.

Next.js App Router development patterns for AHS Portion Completion project

Track code files discussed during conversation and ensure they're captured in memory saves. Use when discussing code, making changes, or planning architecture.

| name | description | | --- | --- | | citadel | Manages decentralized assets, cold-storage keys, and your digital "Fortress." USE WHEN you are managing high-value assets or updating security protocols. |

| name | description | | --- | --- | | sanctity | Uses Zero-Knowledge Proofs (ZKP) to share insights with other agents without revealing raw sensitive data. USE WHEN you need to collaborate while protecting your "Soul" or private history. |

专业的 JavaScript 和 TypeScript 开发技能，涵盖现代 ES6+、TypeScript、Node.js、Express、React、测试框架和最佳实践。

No description available

Read and follow `skills/fabric/improve/academic-writing/instructions.md`

Read and follow `skills/fabric/recommend/yoga-practice/instructions.md`

Read and follow `skills/fabric/convert/to-markdown/instructions.md`

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