AI Skills Directory

Comprehensive skill reference for uni-app cross-platform development framework

Managing design tokens and system context for LLM-driven UI development. Covers loading, persisting, and optimizing design decisions within context windows.

Local agentskills documentation reference (latest). Agent Skills format documentation — use for creating SKILL.md files, understanding the specification, integrating skills support into AI coding…

Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill…

Analyze datasets and turn them into narrative reports with charts, audits, comparisons, and statistical summaries. Use for exploratory analysis and executive-ready outputs.

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad…

Use when building a web frontend with Deno — running React, Vite, Astro, SvelteKit, Next.js, Nuxt or other npm frameworks under Deno, or working with Fresh, Deno's own island-architecture framework.…

Regression check — diff a live page's web accessibility (a11y) violations against a baseline. By default it compares your uncommitted changes (stash-based); pass `--branch [<name>]` to compare against…

Run an outcome-oriented C-suite team in Codex with the parent acting as CEO, bounded specialist leaves, a Governor review gate, and honest manual or sequential fallbacks. Use when the user asks for an…

Action-Domain-Responder pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for ADR (web-specific MVC alternative) audits.

Team composition knowledge for Claude Code Agent Teams - when to suggest teams, optimal sizing, spawn prompt patterns

Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.

Maps a business type the user mentions (coffee shop, restaurant, e-commerce, clinic, gym, hotel, school and more) to its industry-standard feature set — POS, inventory, orders, booking, reports, staff…

Svelte component patterns. Use for web components, component libraries (Bits UI, Ark UI, Melt UI), form patterns, or third-party integration.

Migrate tsc or tsup library projects to Rslib.

OpenAI Codex 上に永続的なマルチエージェントオペレーティングシステムを構築します。カーネルアーキテクチャ、スペシャリストエージェント、スラッシュコマンド、ファイルベースのメモリ、スケジュールされた自動化、外部データベースなしの状態管理をカバーします。

Async/await and Promise optimization guidelines. Use when writing, reviewing, or refactoring asynchronous code to eliminate waterfalls and maximize parallelism. Triggers on tasks involving data…

Airtable's UI design system. Use when building interfaces inspired by Airtable's aesthetic - light mode, Inter font, 4px grid.

Design clean, scalable, and maintainable REST and GraphQL APIs following industry best practices. Use when designing public or internal APIs, planning endpoint structures, defining request/response…

myfy DataModule for database access with async SQLAlchemy. Use when working with DataModule, AsyncSession, database connections, connection pooling, migrations, or SQLAlchemy models.

Cloud-native SaaS architecture methodology extending Twelve-Factor with three additional factors (API First, Telemetry, Security). Use when planning SaaS tools, product software architecture,…

Deep expertise on LTX-2 video pipelines, Flux 2 image/inpainting pipelines, and memory coordination on unified Apple Silicon hardware. Use this for debugging GPU memory issues (OOM), modifying tensor…

Use when recreating a Figma design as Hydrogen + Weaverse pages in this repo — turning a Figma file, frame, or flow into reusable Weaverse sections. Triggers on a figma.com URL, "build this design",…

Reduce time-to-first-API-call (TTFAC) by optimizing every step of the developer onboarding journey. This skill covers authentication simplification, sandbox environments, interactive documentation,…

Audit and improve website readiness for AI agents using the Cloudflare "Is It Agent Ready?" scanner (isitagentready.com). Covers scanning via API, interpreting results, generating implementation…

Configures and hardens MCP servers for Claude Code and Codex agents. Use when connecting databases, APIs, files, or SaaS via MCP, or building custom servers.

为GitHub Actions、GitLab CI、Azure DevOps和Jenkins生成CI/CD流水线，包含构建、测试、部署阶段、缓存和密钥管理。

Define authoring, export, root motion, and retargeting rules for skeletal 3D animation clips.

Create a Hyvä child theme in a Magento 2 project. This skill should be used when the user wants to create a new Hyvä child theme, set up a custom theme based on Hyvä, or initialize a new frontend…

AI 生产力系统专栏协作写作助手。当用户说"开始创作专栏"、"AI 生产力系统"、"写专栏"、"继续写专栏"时触发。协助用户按章节创作专栏内容，参考工具书籍写作风格，提供案例支持和方法论引用。

Use when implementing reduced motion alternatives, vestibular-safe animations, WCAG compliance, or designing for users with motion sensitivity.

ETL workflow patterns, data pipeline architecture, and ingestion strategies for Somali dialect classifier. Covers source integration, transformation logic, staging patterns, and load strategies.…

Sets up analytics and tracking for funnel pages. Covers GA4, Meta Pixel, Google Tag Manager, conversion tracking, and UTM parameter handling.

从 OpenAPI 生成的 Testany case 源代码中自动识别入参和出参，并同步到 case 的环境变量列表中。适用于源代码存储在需要认证的 Git 仓库（如 Bitbucket）的场景。

Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent, backends, subagents, middleware, or human-in-the-loop patterns. Catches common…

Use when a React page re-renders far more than it should — "everything re-renders on every tick", live-data dashboards, Electron/Vite apps that feel heavy under a 1s push stream. Measures render…

Data analysis and statistical computation. Use when user needs "数据分析/统计/计算指标/数据洞察". Supports general analysis, financial data (stocks, returns), business data (sales, users), and scientific research.…

Convert Docker Compose files or installation docs into production-grade Sealos templates with role-specific personal low-load resource sizing, official route and runtime semantics, KubeBlocks database…

Load for any coding or development task in any repository: writing, changing, fixing, refactoring, or testing code or scripts in any language.

Self-evolving AI agent system with 26 tools, three-layer memory, MCP plugins, and 24/7 self-repair in pure Python.

Implementing production frontend code for React/Vue/Svelte: hooks design, state management, Server Components, form handling, data fetching. Converts Forge prototypes to production quality.

Behavior-Driven Development with Gherkin specifications and black-box testing. Use when working with BDD projects, writing feature files, implementing step definitions, or designing acceptance tests…

API documentation specialist for OpenAPI/Swagger specifications. Use when documenting REST or GraphQL APIs.

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

Configure Aspire AppHost to emit explicit app config via environment variables while keeping app code free of Aspire clients and service discovery. Use when wiring AppHost resources to application…

SOLID principles, design patterns, DRY, KISS, and clean code fundamentals. Use when reviewing architecture, checking code quality, refactoring, or discussing design decisions. Triggers on "review…

Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps with Mapbox. Use when designing map…

Build ServiceNow Agent Workspace configurations — workspaces, lists, forms, contextual side panels, Agent Assist similar-record finders, and workspace-specific UI actions on sys_aw_* tables.

Zoom Contact Center skill pack for Contact Center apps, web embeds, and native mobile SDK integrations. Use for lifecycle patterns, engagement context/state handling, campaigns, callbacks, and…

Canvas contribution workflow for contributing features/fixes back to drupal.org. Use when developing features for Canvas module that will be contributed upstream. Covers two-repository workflow, issue…

Copilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment,…