DevOps

Write structured notes from source materials following academic standards. LOAD THIS SKILL WHEN: User says "寫筆記", "write notes", "摘要", "summarize", "整理重點" | has source content to summarize | creating reading notes. CAPABILITIES: Structured summaries, key point extraction, citation formatting, template-based writing.

Find and restore previous successful deployment configurations by analyzing git history, Cloud Build logs, and Kubernetes deployments. Use when investigating deployment regressions or recovering from configuration changes.

Academic paper search across 14+ scholarly platforms including arXiv, PubMed, Google Scholar, Web of Science, Semantic Scholar, Sci-Hub, and more. Use for literature review, research discovery, and citation management.

Slidev presentation documenting 14 years of nCine 2D game framework development.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. MiniMax-M2 should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Infrastructure security, CIS benchmarks, and vulnerability scanning.

Generate LICENSE files for open source projects (MIT, Apache, GPL, etc.). Triggers on "create license file", "generate license", "mit license", "apache license".

Codex MCP tool reference. Supplemental parameter docs for codex tool (tuannvm/codex-mcp-server).

Setup project repositories with industry-standard structure, configuration, and documentation for Rust, Python, or TypeScript/Vite/Astro projects. Use when users explicitly request to orchestrate, setup, or initialize a project with proper tooling, Docker configs, pre-commit hooks, linting, and README documentation. Creates complete project scaffolding with appropriate directory structure, configuration files, and deployment setup.

This skill provides production-ready AI chat UI components built on shadcn/ui for conversational AI interfaces. Use when building ChatGPT-style chat interfaces with streaming responses, tool/function call displays, reasoning visualization, or source citations. Provides 30+ components including Message, Conversation, Response, CodeBlock, Reasoning, Tool, Actions, Sources optimized for Vercel AI SDK v5. Prevents common setup errors with Next.js App Router, Tailwind v4, shadcn/ui integration, AI SDK v5 migration, component composition patterns, voice input browser compatibility, responsive design issues, and streaming optimization. Keywords: ai-elements, vercel-ai-sdk, shadcn, chatbot, conversational-ai, streaming-ui, chat-interface, ai-chat, message-components, conversation-ui, tool-calling, reasoning-display, source-citations, markdown-streaming, function-calling, ai-responses, prompt-input, code-highlighting, web-preview, branch-navigation, thinking-display, perplexity-style, claude-artifacts

Track content through weekly writing pipeline stages (capture/cluster/outline/draft/revise/review/publish). Shows status, suggests next actions, generates pipeline dashboard. Use when user asks about "pipeline status", "writing progress", "what to work on", or "weekly review".

Intelligent scaffolding for new Cloudflare Workers with optimal architecture, dependencies, and configuration. Analyzes existing patterns and generates Workers following monorepo best practices.

Multi-step calculator UI for Astro. Quote tools, pricing calculators. Uses astro-forms for backend.

Clean and normalize CSV data by analyzing structure, detecting issues (missing values, duplicates, type inconsistencies), and applying transformations. Use when users need to prepare messy CSV files for analysis or import.

Senior/Lead Rust Developer dengan 20+ tahun pengalaman industri. Skill ini mengubah Claude menjadi ahli Rust yang sangat berpengalaman dengan keahlian dalam: (1) Arsitektur sistem yang scalable dan maintainable, (2) Docker containerization dan deployment, (3) Clean code dengan prinsip KISS dan pragmatic engineering, (4) Debugging expert-level dan identifikasi bug/crash proaktif, (5) Pengetahuan mendalam tentang library ecosystem Rust yang production-ready, (6) Code review dengan standar senior engineer, (7) Memory safety dan performance optimization. Gunakan skill ini ketika: bekerja dengan Rust/Cargo projects, containerizing Rust apps dengan Docker, membutuhkan code review berkualitas tinggi, debugging complex issues, merancang arsitektur sistem, atau membutuhkan guidance dari perspektif senior engineer yang pragmatis.

Guide for implementing Material Design 3 (Material You) principles for Android, web, and cross-platform applications with dynamic theming

Ensures interactive learning experiences follow Brilliant's challenge-first, scaffolded pedagogy. Use when designing interactions, writing UI copy, evaluating feedback loops, sequencing learning moments, or making any decision about how users discover concepts. Triggers on questions about "how should this work pedagogically", "what should users see first", "how do we handle wrong answers", or "when should the formula appear".

Use when working with Buildkite CI - checking status, investigating failures, and reproducing issues locally. Provides workflows for monitoring builds, progressive failure investigation, and local reproduction strategies. Use when tempted to use GitHub tools instead of Buildkite-native tools, or when a Buildkite tool fails and you want to fall back to familiar alternatives.

Alchemy IaC patterns for deploying TanStack Start apps to Cloudflare Workers with D1 databases. Use when setting up new TanStack Start projects, configuring Alchemy deployments, working with D1/Drizzle migrations, local development with Cloudflare bindings, or deploying to custom domains.

Comprehensive pre-launch verification checklist. Use as the last step before deploying. Triggers on "final check", "pre-launch", "ready to deploy", "launch checklist".