发现 Skills

Design, update, and refactor Home Assistant Lovelace dashboards (YAML views/partials) using a constrained, machine-safe design system: a button-card-first structure, minimal card-mod styling, optional flex-horseshoe layouts with mini-graph telemetry, strict grid/vertical-stack layout rules, centralized templates, deterministic ordering, and automated configuration validation. Use this for Home Assistant dashboard work (especially config/dashboards/**), when refactoring views, adding infrastructure/home/energy/environment panels, or translating Stitch-inspired designs into safe Lovelace YAML.

Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.

Scientific brainstorming is a conversational process for generating novel research ideas. Act as a research ideation partner to generate hypotheses, explore interdisciplinary connections, challenge assumptions, and suggest directions for investigation...

Profile data quality and distributions

Comprehensive guide to Manim Community — a Python framework for creating mathematical animations and educational videos with programmatic control

Build beautiful terminal UIs with Charmbracelet. For SHELL/BASH scripts: use Gum (prompts, spinners, selection), VHS (recording), Mods (AI), Freeze (screenshots), Glow (markdown). For GO applications: use Bubble Tea (framework), Bubbles (components), Lip Gloss (styling), Huh (forms), Glamour (markdown), Harmonica (animation). For INFRASTRUCTURE: Wish (SSH apps), Soft Serve (Git), teatest (testing). Trigger on: shell scripts needing UI, Go CLI tools, terminal dashboards, SSH applications, or "make this CLI prettier."

Always and Automatically improve skills after each use by capturing learnings and anti-patterns

Work with PCB designs in the Zener hardware description language. Use when writing or editing .zen files, building schematics, searching for components, or searching for Zener packages.

Extract text from images and scanned PDFs using OCR. Supports 100+ languages, table detection, structured output (Markdown/JSON), and batch processing.

Builds comprehensive design systems and design bibles with production-ready CSS. Expert in design tokens, component libraries, CSS architecture. Use for design system creation, token architecture, component documentation, style guide generation. Activate on "design system", "design tokens", "CSS architecture", "component library", "style guide", "design bible". NOT for typography deep-dives (use typography-expert), color theory mathematics (use color-theory-palette-harmony-expert), brand identity strategy (use web-design-expert), or actual UI implementation (use web-design-expert or native-app-designer).

Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition, and quizzes.

Build scroll-driven WebGL + DOM sites with React Three Fiber and three.js, with progressive enhancement, Next.js integration, and animation stacks.

Refine prompts for Claude models (Opus, Sonnet, Haiku) using Anthropic's best practices. Use when preparing complex tasks for Claude.

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.

Extract kernel schemas and definitions from SGLang model implementations with deduplication. Use when adding a new model, extracting GPU kernels (MLA, MoE, GQA, RMSNorm, GEMM), or generating Definition JSON files for flashinfer_trace.

Organize messy conference LaTeX template .zip files into clean Overleaf-ready structure. Use when the user asks to "organize LaTeX template", "clean up .zip template", or "prepare Overleaf submission template".

Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK

Create vertical short drama scripts, including macro construction, script creation, precise optimization, and creative ideation. Suitable for creating short dramas from scratch, optimizing existing scripts, designing story outlines and suspense hooks

Calculate polygenic risk scores using PRSice-2, LDpred2, or PRS-CS from GWAS summary statistics. Use when predicting disease risk from genome-wide genetic variants.

Build LLM-powered applications and pipelines using a proven methodology: task-model fit analysis, pipeline architecture, structured outputs, file-based state, and cost estimation. Use this when creating AI features, data processing pipelines, agents, or any system integrated with LLMs. Inspired by Karpathy’s methodology and production case studies.

Best practices for Remotion - Video creation in React

Create award-winning, immersive web experiences at the level of Awwwards-featured agencies. Use when the user mentions "premium website", "portfolio site", "scroll animations", "Awwwards quality", or "brand experience". Covers dramatic typography, purposeful motion, scroll-based composition, and performance-optimized animation. For foundational UI, see refactoring-ui. For type selection, see web-typography.

Expert patterns for DDD, DTOs, and Ports & Adapters in Laravel. Use when applying Domain-Driven Design, DTOs, or ports-and-adapters patterns in Laravel.

Configure AI coding agents to be honest, objective, and non-sycophantic. Use when the user wants to set up honest feedback, disable people-pleasing behavior, enable objective criticism, or configure agents to contradict when needed. Triggers on honest agent, objective feedback, no sycophancy, honest criticism, contradict me, challenge assumptions, honest mode, brutal honesty.