Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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training-resilience
Fix PPO training early-stop issues. Trigger when: (1) impossible drawdown values (>100%), (2) training stops too early, (3) need adaptive recovery instead of hard stop.
majiayu000/claude-skill-registry 163
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flyway-migration
Database migration patterns using Flyway with versioned SQL scripts
majiayu000/claude-skill-registry 163
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first-principles
設計原則から再考。行き詰まった時に根本から考え直す。前提を疑い、本質的な解決策を探る。トリガー: /first-principles, 原点回帰, 根本から, ゼロベース
majiayu000/claude-skill-registry 163
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dual-folder-workflow
Workflow for private repos + Colab training. Trigger when: (1) training on Colab with private repo, (2) separating dev from production, (3) avoiding untested code in production.
majiayu000/claude-skill-registry 163
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optimizing-deep-learning-models
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance". Trigger with phrases like 'optimize', 'performance', or 'speed up'.
majiayu000/claude-skill-registry 163
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claude-memory
Create and optimize CLAUDE.md memory files or .claude/rules/ modular rules for Claude Code projects. Comprehensive guidance on file hierarchy, content structure, path-scoped rules, best practices, and anti-patterns. Use when working with CLAUDE.md files, .claude/rules directories, setting up new projects, or improving Claude Code's context awareness.
majiayu000/claude-skill-registry 163
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laravel-architecture
Design Laravel app architecture with services, repositories, actions, and clean code patterns. Use when structuring projects, creating services, implementing DI, or organizing code layers.
majiayu000/claude-skill-registry 163
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running-codeagent-tasks
Executes codeagent-wrapper for multi-backend AI code tasks supporting Codex, Claude, and Gemini. Use when running complex code analysis, large-scale refactoring, or parallel AI tasks with backend selection. Triggers include "codeagent", "multi-backend", or "parallel code tasks".
majiayu000/claude-skill-registry 163
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Python Fundamentals
Master Python syntax, data types, control flow, functions, OOP, and standard library
majiayu000/claude-skill-registry 163
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bencium-controlled-ux-designer
Expert UI/UX design guidance for unique, accessible interfaces. Use for visual decisions, colors, typography, layouts. Always ask before making design decisions. Use this skill when the user asks to build web components, pages, or applications.
majiayu000/claude-skill-registry 163
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maven-build-lifecycle
Use when working with Maven build phases, goals, profiles, or customizing the build process for Java projects.
majiayu000/claude-skill-registry 163
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project-alchemy-orchestrator
A strategic guide for managing complex creative portfolios as a system of "organs" (Art, Commerce, Tools), diagnosing lifecycle stages (Nigredo, Albedo, Rubedo), and balancing the "Four Fields" of creative labor.
majiayu000/claude-skill-registry 163
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nichols-practical-rust
Write Rust code in the style of Carol Nichols, co-author of The Rust Book. Emphasizes practical patterns, clear explanations, and real-world applicability. Use when writing production Rust or explaining Rust to others.
majiayu000/claude-skill-registry 163
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delon-util
@delon/util skill - Utility functions library for array, string, date, number manipulation. For ng-events construction site progress tracking system.
majiayu000/claude-skill-registry 163
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unity-unitask
UniTask library expert specializing in allocation-free async/await patterns, coroutine migration, and Unity-optimized asynchronous programming. Masters UniTask performance optimizations, cancellation handling, and memory-efficient async operations. Use PROACTIVELY for UniTask implementation, async optimization, or coroutine replacement.
majiayu000/claude-skill-registry 163
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acc-create-strategy
Generates Strategy pattern for PHP 8.5. Creates interchangeable algorithm families with context class, strategy interface, and concrete implementations. Includes unit tests.
majiayu000/claude-skill-registry 163
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flutter-mobile-automation
FlutterアプリのE2Eテストとモバイル自動化の知見。Maestro、Mobile MCP、Dart MCPを使用したテスト作成・実行時に使用。
majiayu000/claude-skill-registry 163
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ts-project-initialize
TypeScript project initialization best practices
majiayu000/claude-skill-registry 163
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video-motion-graphics
Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.
majiayu000/claude-skill-registry 163
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react-native-patterns
React Native component and interaction patterns. Use when building Pressable components, ScrollViews, lists, bottom sheets, accessibility, navigation, or handling RN-specific requirements like Text wrapping and touch targets.
majiayu000/claude-skill-registry 163
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coord-tooling
Invoke COORD_TOOLING for tools and skills development
majiayu000/claude-skill-registry 163
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shopify-app-dev
Custom Shopify app development using Shopify CLI, app architecture, OAuth authentication, app extensions, admin UI, Hydrogen/Remix frameworks, and deployment. Use when creating Shopify apps, setting up Shopify CLI, building app extensions, implementing OAuth flows, creating admin UI components, working with Hydrogen or Remix, deploying to Cloudflare Workers, or integrating third-party services with Shopify stores.
majiayu000/claude-skill-registry 163
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micro-100-200ms
Use when building micro-interactions between 100-200ms - tooltips appearing, dropdown opens, small feedback animations that feel quick but perceptible
majiayu000/claude-skill-registry 163
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deps-health-inline
Inline orchestration workflow for dependency audit and updates. Provides step-by-step phases for dependency-auditor detection, priority-based updates with dependency-updater, and verification cycles.
majiayu000/claude-skill-registry 163