发现 Skills

Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1) quantum states (kets, bras, density matrices), (2) quantum operators and gates, (3) time evolution and dynamics (Schrödinger, master equations, Monte Carlo), (4) open quantum systems with dissipation, (5) quantum measurements and entanglement, (6) visualization (Bloch sphere, Wigner functions), (7) steady states and correlation functions, or (8) advanced methods (Floquet theory, HEOM, stochastic solvers). Handles both closed and open quantum systems across various domains including quantum optics, quantum computing, and condensed matter physics.

Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing any survival analysis workflow with the scikit-survival library.

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2) resuming interrupted work, (3) batch executing tasks. Triggers on 'start implementation', 'run tasks', 'resume'.

This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about injection attacks", "review access control weaknesses", "analyze API security issues", "assess security misconfigurations", "understand client-side vulnerabilities", "examine mobile and IoT security flaws", or "reference the OWASP-aligned vulnerability taxonomy". Use this skill to provide comprehensive vulnerability definitions, root causes, impacts, and mitigation strategies across all major web security categories.

VR/AR development principles. Comfort, interaction, performance requirements.

Instrument a webapp to send useful telemetry data to Azure App Insights

Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.

Converts Markdown into styled HTML with WeChat-compatible themes. Supports syntax highlighting for code blocks, math rendering (KaTeX/MathJax), PlantUML diagrams, footnotes, alert/warning/info blocks, and infographic elements. Use this when a user asks for 'markdown to html', 'convert md to html', 'md to html', or needs polished, styled HTML output from Markdown.

Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /caveman:compress <filepath> or "compress memory file"

Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page.

Lobster executes multi-step workflows with approval checkpoints. Use it when:

Data visualization, report generation, SQL queries, and spreadsheet automation. Transform your AI agent into a data-savvy analyst that turns raw data into actionable insights.

Short video script generator. 短视频脚本生成器、视频脚本、抖音文案、抖音脚本、快手脚本、口播稿、视频拍摄脚本、YouTube脚本、YouTube Shorts脚本、B站脚本、bilibili脚本、分镜脚本、视频大纲、视频文案、短视频创作、Reels脚本、TikTok脚本、vlog脚本、带货脚本、种草视频脚本、系列视频规划、视频数据复盘、完播率分析、前3秒钩子。Generate complete video scripts with hooks, outlines, titles, tags, CTA, storyboards, series planning, and data review. Use when: (1) creating short video scripts for any platform, (2) writing口播稿/talking-head scripts, (3) generating viral video titles, (4) planning video outlines and storyboards, (5) writing opening hooks (first 3 seconds), (6) generating CTA/ending prompts, (7) planning video series, (8) reviewing video performance data. 适用场景：写短视频脚本、拍摄脚本、口播文案、视频策划、爆款标题、开场钩子、结尾引导、完整分镜、系列规划、数据复盘。

Search and discover academic papers from arXiv and web sources using arxiv_to_prompt and web search. Use when the user asks to find research papers, search arXiv, look up scientific literature, do a literature review, or needs academic references.

Comprehensive GitHub code review with AI-powered swarm coordination

Turborepo monorepo build system guidance. Covers: turbo.json, task pipelines, dependsOn relationships, caching (local and remote), the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure and best practices, and defining clear boundaries. Use this when the user configures tasks/workflows/pipelines, creates packages, sets up a monorepo, shares code between apps, runs changed/affected packages, debugs cache issues, or uses an apps/packages directory layout.

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.

Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.

Upgrade React applications to the latest versions, migrate class components to Hooks, and adopt concurrent features. Use this Skill when modernizing React codebases, migrating to React Hooks, or upgrading to the latest React releases.

Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.

This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and headcount planning for a startup.