majiayu000/claude-skill-registry - Seite 122

ai-content

生成 AI 相关技术内容，帮助编写 AI 工具使用指南、模型对比、应用案例等内容。使用时涉及 AI 工具、模型、应用等主题时。

Quellsprache: Chinesisch

ai-dev-tools-sync

Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Use when asked to update Claude Code setup, update Copilot setup, sync AI dev tools, add new skills/prompts/agents across both platforms, or ensure Claude…

Quellsprache: Englisch

ai-dev-tools-sync

Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Use when asked to update Claude Code setup, update Copilot setup, sync AI dev tools, add new skills/prompts/agents across both platforms, or ensure Claude…

Quellsprache: Englisch

ai-development-guide

Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance.

Quellsprache: Englisch

ai-elements

AI Elements component library for AI-native applications. Use when building chatbots, AI workflows, or integrating with Vercel AI SDK's useChat hook.

Quellsprache: Englisch

ai-engineering-guide

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engineering, cost optimization, or MLOps. Covers metrics, A/B…

Quellsprache: Englisch

ai-file-analyzer

Analyze Adobe Illustrator (.ai) files to extract design information including text content, fonts, color palettes, vector paths, and generate high-resolution preview images. Use when analyzing logo files, design assets, or any Adobe Illustrator documents that…

Quellsprache: Englisch

ai-friendly-architecture

Design AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries. Use when: structuring projects for AI collaboration, optimizing codebase for AI analysis, setting up AI context. Keywords: architecture, AI-friendly,…

Quellsprache: Englisch

ai-gateway

Build AI gateway services for routing and managing LLM requests. Use when implementing API proxies, rate limiting, or multi-provider AI services.

Quellsprache: Englisch

ai-generation-client

External AI API integration with retry logic, rate limiting, content safety detection, and multi-turn conversation support for image generation.

Quellsprache: Englisch

ai-image-tools

Generate and edit images using either OpenAI GPT Image 1.5 or Google's Nano Banana Pro (Gemini 3 Pro Image). Use when the user asks to generate/create/edit/modify images. Supports image-to-image editing for both providers and optional mask-based inpainting…

Quellsprache: Englisch

ai-instruction-standards

Create and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific rules, configuring AI tools. Keywords: CLAUDE.md, cursorrules, windsurfrules,…

Quellsprache: Englisch

ai-led-onboarding

生成AIが人間に対して行う作業開始時オンボーディング。AIが"説明係"ではなく"進行役"として、探索→仮説→検証→要約→未確定の明示を回し、人間が最小スキーマ（因果・境界・不変条件・壊れ方・観測）を短時間で再構築できる状態に導く。 トリガー条件: - 新しいタスクやコード変更に着手する前（「この機能を修正して」「このバグを直して」） - 未知のコードベースを理解する必要がある時 - 「オンボーディングして」「作業開始の準備をして」「コードを理解したい」 - 複雑なタスクを始める前の文脈理解が必要な時 -…

Quellsprache: Japanisch

ai-llm-inference

Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at scale. Emphasizes production-grade performance, cost control, and observability.

Quellsprache: Englisch

ai-llm

Production LLM engineering skill. Covers strategy selection (prompting vs RAG vs fine-tuning), dataset design, PEFT/LoRA, evaluation workflows, deployment handoff to inference serving, and lifecycle operations with cost/safety controls.

Quellsprache: Englisch

ai-ml-data-science

End-to-end data science and ML engineering workflows: problem framing, data/EDA, feature engineering (feature stores), modelling, evaluation/reporting, plus SQL transformations with SQLMesh. Use for dataset exploration, feature design, model selection,…

Quellsprache: Englisch

ai-ml-integration

AI/ML APIs, LLM integration, and intelligent application patterns

Quellsprache: Englisch

ai-ml-timeseries

Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS…

Quellsprache: Englisch

ai-mlops

Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection,…

Quellsprache: Englisch

ai-model

Gère les modèles IA de Motivia. Utilise ce skill quand l'utilisateur demande d'ajouter un nouveau modèle IA, modifier un provider, ou configurer les options de génération. Supporte OpenAI, Anthropic, Google, Mistral et xAI.

Quellsprache: Französisch

ai-news-crawler

Trigger phrase \"watching news!\"; Create a JSON file named with the current timestamp only in the current directory, crawl 10 AI-related news in descending order of time and output Chinese summaries

Quellsprache: Englisch

ai-news

Aggregate and analyze AI news from 7 authoritative sources including expert newsletters (Andrew Ng's The Batch), research papers (HuggingFace), industry news (TechCrunch, AI News), and community discussions (Reddit, Hacker News). Provides deep trend analysis…

Quellsprache: Englisch

ai-npc-dialogue-designer

Design AI-powered immersive NPC systems for escape room games using proven actor techniques from Korean immersive escape rooms (Danpyeonsun, Ledasquare). Implements adaptive dialogue, emotional simulation, player profiling, and trust dynamics using…

Quellsprache: Englisch

ai-orchestration-feedback-loop

Multi-AI engineering loop orchestrating Claude, Codex, and Gemini for comprehensive validation. USE WHEN (1) mission-critical features requiring multi-perspective validation, (2) complex architectural decisions needing diverse AI viewpoints, (3)…

Quellsprache: Englisch

ai-orchestration

Multi-model AI collaboration via orchestrator MCP. Use when seeking second opinions, debugging complex issues, building consensus on architectural decisions, conducting code reviews, or needing external validation on analysis.

Quellsprache: Englisch

ai-organizer-ui-consolidation

Build a unified, ADHD-friendly web UI that consolidates 70+ CLI tools into a beautiful liquid glass interface for the AI File Organizer. Use when creating the complete frontend application that replaces all terminal interactions with a macOS-inspired…

Quellsprache: Englisch

ai-problems-detection

Protocolo de autodiagnostico contra os 5 problemas mais comuns da IA ao programar. Detecta overengineering, codigo duplicado, reinvencao da roda, falta de documentacao e arquivos monoliticos. Use SEMPRE antes de implementar, ao planejar mudancas, quando criar…

Quellsprache: Portugiesisch

ai-prompt-engineering

Operational prompt engineering for production LLM apps: structured outputs (JSON/schema), deterministic extractors, RAG grounding/citations, tool/agent workflows, prompt safety (injection/exfiltration), and prompt evaluation/regression testing. Use when…

Quellsprache: Englisch

ai-proofreading

系统化降低AI检测率至30%以下，通过三遍审校流程（内容、风格、细节）增加人味。当用户提到"AI味太重"、"像AI写的"、"降低AI检测率"、"更像人写的"、"自然一些"、"口语化"时使用此技能。

Quellsprache: Chinesisch

ai-rag

Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented…

Quellsprache: Englisch

ai-rules-adapter-builder

Add rules or skills adapters for a new AI tool and wire config, CLI, completion, and tests.

Quellsprache: Englisch

ai-sdk-integration

Integrate Vercel AI SDK applications with You.com tools (web search, AI agent, content extraction). Use when developer mentions AI SDK, Vercel AI SDK, generateText, streamText, or You.com integration with AI SDK.

Quellsprache: Englisch

ai-sdk-patterns

Vercel AI SDK tool patterns for dx-toolkit - input schemas for smart queries, API key handling, raw response returns

Quellsprache: Englisch

ai-task-runner

このスキルは外部のAI エージェントを実行するためのスキルです。 実装や調査の作業を別のAIエージェントに委譲してください。 あなた（メインのClaude）はユーザーとの対話・設計判断・方針決定に専念し、 実際の調査や実装はこのスキルに任せることでトークンとコンテキストを大幅に節約できます。 重要：実装や調査タスクが発生したら、詳細を考える前にまずこのスキルを使ってください。 実装の細かいやり取りをメインの会話で行うのはトークンの無駄になります。…

Quellsprache: Japanisch

ai-tool-designer

Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent…

Quellsprache: Englisch

ai-training-data-generation

Generate high-quality training datasets from documents, text corpora, and structured content. Use when creating AI training data from dictionaries, documents, or when generating examples for machine learning models. Optimized for low-resource languages and…

Quellsprache: Englisch

ai-workflow-orchestrator

Expert guidance for building AI-powered workflows with n8n, Zapier, and custom orchestration systems. Use when automating workflows, integrating AI agents, or building no-code/low-code automation.

Quellsprache: Englisch

ai4pkm-helper

AI4PKM helper for onboarding guidance, quick help, and Gobi Desktop/CLI workflow integration.

Quellsprache: Mehrsprachig

aica

Kelvin Garr's personal AICA brand identity and implementation framework. Use ONLY when building Kelvin's personal sites, portfolio, or AICA-branded projects. Features fixed visual identity (black glass + gold circuits + Space Grotesk) and Next.js 14…

Quellsprache: Englisch

aico-backend-implement

Execute backend task implementation with TDD. Read task file, execute steps, verify each, update status. Use this skill when: - User asks to "implement task/plan", "start implementation", "execute plan", or "start coding" - Have task file (story-* or…

Quellsprache: Englisch