发现 Skills

Automate ML workflows with Airflow, Kubeflow, and MLflow. Use for reproducible pipelines, scheduled retraining, MLOps, or when handling task failures, dependency errors, or experiment-tracking issues.

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.

Automates unit test creation for C++ projects using the GoogleTest (GTest) framework with consistent software testing patterns such as In-Got-Want, table-driven testing, and Arrange-Act-Assert (AAA). Use this when creating, modifying, or reviewing unit tests, or when the user mentions unit tests, test coverage, or GTest.

Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.

Guide users through the WOOP goal-setting framework (Wish, Outcome, Obstacle, Plan) by Gabriele Oettingen. Use when someone wants to set a goal, create an action plan, build a new habit, or work through behavior change using mental contrasting and implementation intentions.

Expert guidance for Wails, the Go framework for building desktop applications with web frontends. Helps developers build lightweight, fast desktop apps where the backend is Go and the frontend is any web framework (React, Vue, Svelte), communicating through auto-generated TypeScript bindings.

Generate deterministic, publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when a user says "architecture diagram", "workflow diagram", "pipeline diagram", "deterministic vector graphic", "figure spec", "draw architecture", or needs a precise, editable, publication-ready vector diagram. Preferred over AI illustration for formal architecture/workflow figures.

Use when encountering bugs or test failures — systematic debugging using debuggers, internet research, and agents to find the root cause before applying fixes.

Use for advanced bd operations - splitting tasks mid-flight, merging duplicates, changing dependencies, archiving epics, querying metrics, cross-epic dependencies

AI short-video creation and multi-platform publishing, using Jimeng MCP to generate videos and Playwright MCP to automatically publish to platforms such as YouTube, TikTok, Instagram, Facebook, LinkedIn, and Twitter.

Expert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Master of template metaprogramming, zero-overhead abstractions, and low-level optimization, with an emphasis on safety and efficiency.

Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial transaction processing. Specializes in secure payment flows, multi-currency support, and fraud prevention with focus on reliability, compliance, and seamless user experience.

Interface definition parser skill. Specialized in processing and parsing interface definition data from various sources and formats (Swagger/OpenAPI, Postman collections, HAR captures, YApi/Apifox exported documentation, plain-text descriptions), and converting them into consistent, standardized, structured interface data that can be directly reused downstream. Automatically detects the input source type, extracts core API information, parses parameters and responses, identifies implicit business rules, and outputs standardized api_definitions.yaml/json.

Guidance on when and how to apply design patterns. Use when: (1) asking which pattern to use, (2) refactoring code, (3) discussing code smells, (4) needing to decouple components, (5) building extensible systems.

Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, activation reliability, and quality gates.

Library of abstract domains for static analysis and abstract interpretation

Analyze and classify music genres, subgenres, and micro-genres with deep knowledge of characteristics, history, and relationships for accurate style specification

Deep expertise in VHDL language constructs, IEEE 1076 standard compliance, and synthesis coding guidelines. Expert skill for generating synthesizable VHDL code.

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

Minimalist UX/Interaction Audit Expert that deconstructs complex interactions through cognitive load and operational efficiency lenses. Use this skill when you need to perform a UX walkthrough audit on a Figma prototype or web interface, evaluating usability based on principles like fewer clicks, less UI elements, no hidden logic, and self-explanatory design.

Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.

Universal consolidation & audit skill for Claude Code skills. Analyzes project state, detects redundancies, and safely manages skills with backup, confirmations, and rollback capabilities. Never assumes without verifying actual code and usage patterns.

Create SVG images and convert them to PNG without external graphics libraries. Use when you need to generate custom illustrations, avatars, or artwork (e.g., "draw a dragon", "create an avatar", "make a logo") or convert SVG files to PNG format. This skill works by writing SVG text directly (no PIL/ImageMagick required) and uses system rsvg-convert for PNG conversion.